AI Breakdown
By agibreakdown
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Episodes: 400
Description
The podcast where we use AI to breakdown the recent AI papers and provide simplified explanations of intricate AI topics for educational purposes.
The content presented here is generated automatically by utilizing LLM and text to speech technologies. While every effort is made to ensure accuracy, any potential misrepresentations or inaccuracies are unintentional due to evolving technology. We value your feedback to enhance our podcast and provide you with the best possible learning experience.
| Episode | Date |
|---|---|
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Beyond Language Modeling: An Exploration of Multimodal Pretraining
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Mar 06, 2026 |
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Mode Seeking meets Mean Seeking for Fast Long Video Generation
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Mar 04, 2026 |
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Recursive Language Models
|
Mar 04, 2026 |
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PaperBanana: Automating Academic Illustration for AI Scientists
|
Feb 10, 2026 |
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World-Gymnast: Training Robots with Reinforcement Learning in a World Model
|
Feb 10, 2026 |
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Memory-V2V: Augmenting Video-to-Video Diffusion Models with Memory
|
Jan 29, 2026 |
|
Self-Rewarding Language Models
|
Jan 08, 2026 |
|
On the generalization of language models from in-context learning and finetuning: a controlled study
|
Jan 05, 2026 |
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OpenThoughts: Data Recipes for Reasoning Models
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Dec 16, 2025 |
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Nested Learning: The Illusion of Deep Learning Architecture
|
Dec 13, 2025 |
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ARC Is a Vision Problem!
|
Dec 09, 2025 |
|
Solving a Million-Step LLM Task with Zero Errors
|
Dec 09, 2025 |
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DataRater: Meta-Learned Dataset Curation
|
Dec 05, 2025 |
|
Mathematical exploration and discovery at scale
|
Nov 15, 2025 |
|
Kosmos: An AI Scientist for Autonomous Discovery
|
Nov 12, 2025 |
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World Simulation with Video Foundation Models for Physical AI
|
Nov 08, 2025 |
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Towards Robust Mathematical Reasoning
|
Nov 06, 2025 |
|
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
|
Nov 04, 2025 |
|
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models
|
Oct 28, 2025 |
|
ImpossibleBench: Measuring LLMs’ Propensity of Exploiting Test Cases
|
Oct 27, 2025 |
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Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset
|
Oct 27, 2025 |
|
Reasoning with Sampling: Your Base Model is Smarter Than You Think
|
Oct 23, 2025 |
|
DeepSeek-OCR: Contexts Optical Compression
|
Oct 21, 2025 |
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The Markovian Thinker
|
Oct 16, 2025 |
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DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL
|
Oct 08, 2025 |
|
Towards a Physics Foundation Model
|
Oct 03, 2025 |
|
Scalable Option Learning in High-Throughput Environments
|
Sep 30, 2025 |
|
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
|
Sep 24, 2025 |
|
Reverse-Engineered Reasoning for Open-Ended Generation
|
Sep 19, 2025 |
|
Scaling Performance of Large Language Model Pretraining
|
Sep 16, 2025 |
|
General Social Agents
|
Sep 15, 2025 |
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We need a new ethics for a world of AI agents
|
Sep 12, 2025 |
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Hierarchical Reasoning Model
|
Sep 11, 2025 |
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ARC-Hunyuan-Video-7B: Structured Video Comprehension of Real-World Shorts
|
Sep 10, 2025 |
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Small Language Models are the Future of Agentic AI
|
Sep 09, 2025 |
|
Learning When to Plan: Efficiently Allocating Test-Time Compute for LLM Agents
|
Sep 08, 2025 |
|
Why Language Models Hallucinate
|
Sep 07, 2025 |
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Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
|
Aug 19, 2025 |
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Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models
|
Aug 15, 2025 |
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Persona Vectors: Monitoring and Controlling Character Traits in Language Models
|
Aug 13, 2025 |
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Learn Globally, Speak Locally: Bridging the Gaps in Multilingual Reasoning
|
Aug 01, 2025 |
|
Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards
|
Jul 31, 2025 |
|
Working with AI: Measuring the Occupational Implications of Generative AI
|
Jul 31, 2025 |
|
Towards physician-centered oversight of conversational diagnostic AI
|
Jul 30, 2025 |
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Learning without training: The implicit dynamics of in-context learning
|
Jul 28, 2025 |
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Aime: Towards Fully-Autonomous Multi-Agent Framework
|
Jul 25, 2025 |
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ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation
|
Jul 23, 2025 |
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4KAgent: Agentic Any Image to 4K Super-Resolution
|
Jul 18, 2025 |
|
Critiques of World Models
|
Jul 16, 2025 |
|
Arxiv paper - Expert-level validation of AI-generated medical text with scalable language models
|
Jul 15, 2025 |
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Arxiv paper - ImplicitQA: Going beyond frames towards Implicit Video Reasoning
|
Jul 11, 2025 |
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Arxiv paper - BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing
|
Jul 08, 2025 |
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Arxiv paper - Strategic Intelligence in Large Language Models: Evidence from evolutionary Game Theory
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Jul 08, 2025 |
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Blogpost paper - Project Vend: Can Claude run a small shop? (And why does that matter?)
|
Jul 02, 2025 |
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Arxiv paper - Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
|
Jul 02, 2025 |
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Arxiv paper - SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
|
Jun 30, 2025 |
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Arxiv paper - OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization
|
Jun 27, 2025 |
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Arxiv paper - Long-Context State-Space Video World Models
|
Jun 25, 2025 |
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Arxiv paper - From Bytes to Ideas: Language Modeling with Autoregressive U-Nets
|
Jun 24, 2025 |
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Arxiv paper - Reinforcement Pre-Training
|
Jun 20, 2025 |
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Arxiv paper - Token-Efficient Long Video Understanding for Multimodal LLMs
|
Jun 18, 2025 |
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Arxiv paper - The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
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Jun 11, 2025 |
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Arxiv paper - Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models
|
Jun 09, 2025 |
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Arxiv paper - How much do language models memorize?
|
Jun 06, 2025 |
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Arxiv paper - MMaDA: Multimodal Large Diffusion Language Models
|
Jun 03, 2025 |
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Arxiv paper - Superhuman performance of a large language model on the reasoning tasks of a physician
|
Jun 03, 2025 |
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Arxiv paper - The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
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May 29, 2025 |
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Arxiv paper - DanceGRPO: Unleashing GRPO on Visual Generation
|
May 28, 2025 |
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Arxiv paper - Visual Planning: Let’s Think Only with Images
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May 21, 2025 |
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Arxiv paper - A Preliminary Study for GPT-4o on Image Restoration
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May 14, 2025 |
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Arxiv paper - DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion
|
May 12, 2025 |
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Arxiv paper - RayZer: A Self-supervised Large View Synthesis Model
|
May 09, 2025 |
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Arxiv paper - Reinforcement Learning for Reasoning in Large Language Models with One Training Example
|
May 08, 2025 |
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Arxiv paper - MINERVA: Evaluating Complex Video Reasoning
|
May 06, 2025 |
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Arxiv paper - The Leaderboard Illusion
|
May 06, 2025 |
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Arxiv paper - Towards Understanding Camera Motions in Any Video
|
May 05, 2025 |
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Arxiv paper - Describe Anything: Detailed Localized Image and Video Captioning
|
Apr 29, 2025 |
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Arxiv paper - MCNC: MANIFOLD-CONSTRAINED REPARAMETERIZATION FOR NEURAL COMPRESSION
|
Apr 28, 2025 |
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Arxiv paper - Self-Improving Robust Preference Optimization
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Apr 23, 2025 |
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Arxiv paper - LLM Post-Training: A Deep Dive into Reasoning Large Language Models
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Apr 22, 2025 |
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Arxiv paper - Welcome to the Era of Experience
|
Apr 21, 2025 |
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Arxiv paper - MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation
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Apr 19, 2025 |
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Arxiv paper - InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
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Apr 17, 2025 |
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Arxiv paper - EquiVDM: Equivariant Video Diffusion Models with Temporally Consistent Noise
|
Apr 16, 2025 |
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Arxiv paper - TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning
|
Apr 16, 2025 |
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Arxiv paper - Reasoning Models Don’t Always Say What They Think
|
Apr 09, 2025 |
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Arxiv paper - Slow-Fast Architecture for Video Multi-Modal Large Language Models
|
Apr 07, 2025 |
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Arxiv paper - TextCrafter: Accurately Rendering Multiple Texts in Complex Visual Scenes
|
Apr 04, 2025 |
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Arxiv paper - VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning
|
Apr 01, 2025 |
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Arxiv paper - SynCity: Training-Free Generation of 3D Worlds
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Mar 28, 2025 |
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Arxiv paper - HD-EPIC: A Highly-Detailed Egocentric Video Dataset
|
Mar 26, 2025 |
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Arxiv paper - Video-T1: Test-Time Scaling for Video Generation
|
Mar 25, 2025 |
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Arxiv paper - Calibrated Multi-Preference Optimization for Aligning Diffusion Models
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Mar 24, 2025 |
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Arxiv paper - Personalize Anything for Free with Diffusion Transformer
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Mar 21, 2025 |
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Arxiv paper - Story-Adapter: A Training-free Iterative Framework for Long Story Visualization
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Mar 20, 2025 |
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Arxiv paper - ReCamMaster: Camera-Controlled Generative Rendering from A Single Video
|
Mar 18, 2025 |
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Arxiv paper - Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
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Mar 17, 2025 |
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Arxiv paper - MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
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Mar 13, 2025 |
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Arxiv paper - TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models
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Mar 12, 2025 |
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Arxiv paper - PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
|
Mar 11, 2025 |
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Arxiv paper - VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing
|
Mar 08, 2025 |
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Arxiv paper - ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
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Mar 04, 2025 |
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Arxiv paper - Teaching Language Models to Critique via Reinforcement Learning
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Mar 03, 2025 |
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Arxiv paper - PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling
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Feb 27, 2025 |
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Arxiv paper - VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation
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Feb 24, 2025 |
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Arxiv paper - Heuristically Adaptive Diffusion-Model Evolutionary Strategy
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Feb 22, 2025 |
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Arxiv paper - Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
|
Feb 20, 2025 |
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Arxiv paper - EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
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Feb 19, 2025 |
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Arxiv paper - VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
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Feb 14, 2025 |
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Arxiv paper - VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models
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Feb 13, 2025 |
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Arxiv paper - HunyuanVideo: A Systematic Framework For Large Video Generative Models
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Feb 12, 2025 |
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Arxiv paper - s1: Simple test-time scaling
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Feb 10, 2025 |
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Arxiv paper - Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation
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Feb 07, 2025 |
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Arxiv paper - MatAnyone: Stable Video Matting with Consistent Memory Propagation
|
Feb 07, 2025 |
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Arxiv paper - Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate
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Feb 03, 2025 |
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Arxiv paper - Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
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Jan 31, 2025 |
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Arxiv paper - MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
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Jan 30, 2025 |
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Arxiv paper - Improving Video Generation with Human Feedback
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Jan 29, 2025 |
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Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling
|
Jan 28, 2025 |
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Arxiv paper - DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
|
Jan 27, 2025 |
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Arxiv paper - Can We Generate Images with CoT? Let’s Verify and Reinforce Image Generation Step by Step
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Jan 24, 2025 |
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Arxiv paper - Improving Factuality with Explicit Working Memory
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Jan 23, 2025 |
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Arxiv paper - Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control
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Jan 17, 2025 |
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Arxiv paper - FaceLift: Single Image to 3D Head with View Generation and GS-LRM
|
Jan 13, 2025 |
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Arxiv paper - GenHMR: Generative Human Mesh Recovery
|
Jan 08, 2025 |
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Arxiv paper - Video Creation by Demonstration
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Jan 06, 2025 |
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Arxiv paper - Byte Latent Transformer: Patches Scale Better Than Tokens
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Jan 02, 2025 |
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Arxiv paper - Align3R: Aligned Monocular Depth Estimation for Dynamic Videos
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Dec 17, 2024 |
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Arxiv paper - FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion
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Dec 17, 2024 |
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Arxiv paper - ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis
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Dec 11, 2024 |
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Arxiv paper - o1-Coder: an o1 Replication for Coding
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Dec 10, 2024 |
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Arxiv paper - DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
|
Dec 06, 2024 |
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ICLR 2025 submission - CYCLE-CONSISTENT LEARNING FOR JOINT LAYOUT-TO-IMAGE GENERATION AND OBJECT DETECTION
|
Dec 03, 2024 |
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Arxiv Paper - WonderWorld: Interactive 3D Scene Generation from a Single Image
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Nov 26, 2024 |
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Arxiv Paper - Hymba: A Hybrid-head Architecture for Small Language Models
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Nov 22, 2024 |
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Arxiv Paper - Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation
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Nov 21, 2024 |
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Arxiv Paper - Video Instruction Tuning With Synthetic Data
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Nov 20, 2024 |
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Arxiv Paper - Generative Agent Simulations of 1,000 People
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Nov 19, 2024 |
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NeurIPS 2024 - Moving Off-the-Grid: Scene-Grounded Video Representations
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Nov 15, 2024 |
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Arxiv Paper - Qwen2-VL: Enhancing Vision-Language Model’s Perception of the World at Any Resolution
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Nov 14, 2024 |
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Arxiv Paper - FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
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Nov 13, 2024 |
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Arxiv Paper - Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
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Nov 11, 2024 |
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Arxiv Paper - Long Context RAG Performance of Large Language Models
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Nov 08, 2024 |
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Arxiv Paper - NVLM: Open Frontier-Class Multimodal LLMs
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Nov 05, 2024 |
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Arxiv Paper - ColPali: Efficient Document Retrieval with Vision Language Models
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Nov 01, 2024 |
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Arxiv Paper - Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
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Oct 31, 2024 |
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Arxiv Paper - Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization
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Oct 31, 2024 |
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Arxiv Paper - Unbounded: A Generative Infinite Game of Character Life Simulation
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Oct 29, 2024 |
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Arxiv Paper - Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer?
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Oct 28, 2024 |
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Arxiv Paper - LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
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Oct 25, 2024 |
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Arxiv Paper - When Does Perceptual Alignment Benefit Vision Representations?
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Oct 23, 2024 |
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Arxiv paper - SceneCraft: Layout-Guided 3D Scene Generation
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Oct 22, 2024 |
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arxiv preprint - A Tale of Tails: Model Collapse as a Change of Scaling Laws
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Oct 18, 2024 |
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arxiv preprint - Thinking LLMs: General Instruction Following with Thought Generation
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Oct 17, 2024 |
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arxiv preprint - Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
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Oct 16, 2024 |
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arxiv preprint - F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
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Oct 14, 2024 |
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arxiv preprint - One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation
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Oct 11, 2024 |
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arxiv preprint - Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models
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Oct 10, 2024 |
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arxiv preprint - NEPTUNE: THE LONG ORBIT TO BENCHMARKING LONG VIDEO UNDERSTANDING
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Oct 07, 2024 |
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arxiv preprint - SHIC: Shape-Image Correspondences with no Keypoint Supervision
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Oct 04, 2024 |
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arxiv preprint - E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
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Oct 03, 2024 |
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arxiv preprint - LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness
|
Oct 01, 2024 |
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arxiv preprint - DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
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Sep 28, 2024 |
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arxiv preprint - Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale
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Sep 27, 2024 |
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arxiv preprint - Phantom of Latent for Large Language and Vision Models
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Sep 24, 2024 |
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arxiv preprint - Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
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Sep 20, 2024 |
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arxiv preprint - On the Diagram of Thought
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Sep 19, 2024 |
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arxiv preprint - Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources
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Sep 17, 2024 |
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arxiv preprint - SongCreator: Lyrics-based Universal Song Generation
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Sep 12, 2024 |
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arxiv preprint - Achieving Human Level Competitive Robot Table Tennis
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Sep 11, 2024 |
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arxiv preprint - Sapiens: Foundation for Human Vision Models
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Sep 09, 2024 |
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arxiv preprint - Re-Reading Improves Reasoning in Large Language Models
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Sep 06, 2024 |
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arxiv preprint - SPIRE: Semantic Prompt-Driven Image Restoration
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Sep 03, 2024 |
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arxiv preprint - Automated Design of Agentic Systems
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Aug 31, 2024 |
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arxiv preprint - Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
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Aug 28, 2024 |
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arxiv preprint - To Code, or Not To Code? Exploring Impact of Code in Pre-training
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Aug 26, 2024 |
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arxiv preprint - Segment Anything with Multiple Modalities
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Aug 23, 2024 |
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arxiv preprint - JPEG-LM: LLMs as Image Generators with Canonical Codec Representations
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Aug 20, 2024 |
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arxiv preprint - Mission: Impossible Language Models
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Aug 19, 2024 |
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arxiv preprint - Learning Task Decomposition to Assist Humans in Competitive Programming
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Aug 16, 2024 |
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arxiv preprint - IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts
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Aug 13, 2024 |
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arxiv preprint - Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
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Aug 10, 2024 |
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arxiv preprint - Language Model Can Listen While Speaking
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Aug 09, 2024 |
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arxiv preprint - Improving Text Embeddings for Smaller Language Models Using Contrastive Fine-tuning
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Aug 07, 2024 |
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arxiv preprint - Cycle3D: High-quality and Consistent Image-to-3D Generation via Generation-Reconstruction Cycle
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Aug 06, 2024 |
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arxiv preprint - Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent
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Aug 06, 2024 |
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arxiv preprint - Graph-enhanced Large Language Models in Asynchronous Plan Reasoning
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Jul 31, 2024 |
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arxiv preprint - LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference
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Jul 30, 2024 |
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arxiv preprint - OutfitAnyone: Ultra-high Quality Virtual Try-On for Any Clothing and Any Person
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Jul 29, 2024 |
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arxiv preprint - DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM
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Jul 27, 2024 |
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arxiv preprint - Conditioned Language Policy: A General Framework for Steerable Multi-Objective Finetuning
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Jul 23, 2024 |
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arxiv preprint - Chameleon: Mixed-Modal Early-Fusion Foundation Models
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Jul 22, 2024 |
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arxiv preprint - Goldfish: Vision-Language Understanding of Arbitrarily Long Videos
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Jul 18, 2024 |
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arxiv preprint - Masked Generative Video-to-Audio Transformers with Enhanced Synchronicity
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Jul 17, 2024 |
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arxiv preprint - Human-like Episodic Memory for Infinite Context LLMs
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Jul 15, 2024 |
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arxiv preprint - Learning to (Learn at Test Time): RNNs with Expressive Hidden States
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Jul 12, 2024 |
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arxiv preprint - Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
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Jul 11, 2024 |
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arxiv preprint - Evaluating Human Alignment and Model Faithfulness of LLM Rationale
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Jul 09, 2024 |
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arxiv preprint - Detection and Measurement of Syntactic Templates in Generated Text
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Jul 08, 2024 |
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arxiv preprint - From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data
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Jul 01, 2024 |
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arxiv preprint - MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning
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Jun 27, 2024 |
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arxiv preprint - 4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
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Jun 26, 2024 |
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arxiv preprint - VideoLLM-online: Online Video Large Language Model for Streaming Video
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Jun 25, 2024 |
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arxiv preprint - EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
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Jun 24, 2024 |
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arxiv preprint - MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model
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Jun 22, 2024 |
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arxiv preprint - An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels
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Jun 20, 2024 |
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arxiv preprint - Graphic Design with Large Multimodal Model
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Jun 20, 2024 |
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arxiv preprint - LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning
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Jun 18, 2024 |
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arxiv preprint - Transformers need glasses! Information over-squashing in language tasks
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Jun 17, 2024 |
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arxiv preprint - Show, Don’t Tell: Aligning Language Models with Demonstrated Feedback
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Jun 14, 2024 |
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arxiv preprint - TextGrad: Automatic ”Differentiation” via Text
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Jun 13, 2024 |
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arxiv preprint - SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
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Jun 12, 2024 |
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arxiv preprint - Open-Endedness is Essential for Artificial Superhuman Intelligence
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Jun 11, 2024 |
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arxiv preprint - To Believe or Not to Believe Your LLM
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Jun 08, 2024 |
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arxiv preprint - Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts
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Jun 06, 2024 |
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arxiv preprint - Contextual Position Encoding: Learning to Count What’s Important
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Jun 04, 2024 |
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arxiv preprint - Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
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Jun 03, 2024 |
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arxiv preprint - VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
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May 31, 2024 |
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arxiv preprint - CinePile: A Long Video Question Answering Dataset and Benchmark
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May 30, 2024 |
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arxiv preprint - Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
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May 29, 2024 |
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arxiv preprint - SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
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May 28, 2024 |
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arxiv preprint - Octo: An Open-Source Generalist Robot Policy
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May 24, 2024 |
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arxiv preprint - Layer-Condensed KV Cache for Efficient Inference of Large Language Models
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May 23, 2024 |
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arxiv preprint - Observational Scaling Laws and the Predictability of Language Model Performance
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May 22, 2024 |
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arxiv preprint - Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization
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May 21, 2024 |
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arxiv preprint - The Platonic Representation Hypothesis
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May 20, 2024 |
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arxiv preprint - Many-Shot In-Context Learning in Multimodal Foundation Models
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May 18, 2024 |
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arxiv preprint - Naturalistic Music Decoding from EEG Data via Latent Diffusion Models
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May 16, 2024 |
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arxiv preprint - The Chosen One: Consistent Characters in Text-to-Image Diffusion Models
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May 15, 2024 |
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arxiv preprint - Memory Mosaics
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May 14, 2024 |
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arxiv preprint - Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
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May 13, 2024 |
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arxiv preprint - LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
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May 10, 2024 |
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arxiv preprint - WildChat: 1M ChatGPT Interaction Logs in the Wild
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May 09, 2024 |
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arxiv preprint - Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models
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May 08, 2024 |
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arxiv preprint - NOLA: Compressing LoRA using Linear Combination of Random Basis
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May 07, 2024 |
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arxiv preprint - StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
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May 06, 2024 |
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arxiv preprint - Iterative Reasoning Preference Optimization
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May 03, 2024 |
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arxiv preprint - Better & Faster Large Language Models via Multi-token Prediction
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May 02, 2024 |
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arxiv preprint - Make Your LLM Fully Utilize the Context
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May 01, 2024 |
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arxiv preprint - Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
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Apr 30, 2024 |
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arxiv preprint - PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning
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Apr 29, 2024 |
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arxiv preprint - Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare
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Apr 26, 2024 |
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arxiv preprint - SnapKV: LLM Knows What You are Looking for Before Generation
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Apr 25, 2024 |
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arxiv preprint - CATS: Contextually-Aware Thresholding for Sparsity in Large Language Models
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Apr 24, 2024 |
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arxiv preprint - SpaceByte: Towards Deleting Tokenization from Large Language Modeling
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Apr 23, 2024 |
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arxiv preprint - TextSquare: Scaling up Text-Centric Visual Instruction Tuning
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Apr 22, 2024 |
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arxiv preprint - EdgeFusion: On-Device Text-to-Image Generation
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Apr 19, 2024 |
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arxiv preprint - VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
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Apr 18, 2024 |
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arxiv preprint - Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
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Apr 17, 2024 |
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arxiv preprint - High-Dimension Human Value Representation in Large Language Models
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Apr 16, 2024 |
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arxiv preprint - Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck
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Apr 15, 2024 |
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arxiv preprint - Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention
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Apr 12, 2024 |
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arxiv preprint - Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs
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Apr 11, 2024 |
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arxiv preprint - Evaluating Text-to-Visual Generation with Image-to-Text Generation
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Apr 10, 2024 |
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arxiv preprint - Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
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Apr 09, 2024 |
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arxiv preprint - Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
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Apr 08, 2024 |
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arxiv preprint - Mixture-of-Depths: Dynamically allocating compute in transformer-based language models
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Apr 05, 2024 |
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arxiv preprint - WavLLM: Towards Robust and Adaptive Speech Large Language Model
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Apr 04, 2024 |
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arxiv preprint - Gecko: Versatile Text Embeddings Distilled from Large Language Models
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Apr 03, 2024 |
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arxiv preprint - ReALM: Reference Resolution As Language Modeling
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Apr 02, 2024 |
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arxiv preprint - sDPO: Don’t Use Your Data All at Once
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Apr 01, 2024 |
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arxiv preprint - LITA: Language Instructed Temporal-Localization Assistant
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Mar 29, 2024 |
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arxiv preprint - AnyV2V: A Plug-and-Play Framework For Any Video-to-Video Editing Tasks
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Mar 28, 2024 |
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arxiv preprint - InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding
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Mar 27, 2024 |
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arxiv preprint - Giraffe: Adventures in Expanding Context Lengths in LLMs
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Mar 26, 2024 |
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arxiv preprint - Explorative Inbetweening of Time and Space
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Mar 25, 2024 |
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arxiv preprint - Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
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Mar 22, 2024 |
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arxiv preprint - Evaluating Large Language Models at Evaluating Instruction Following
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Mar 21, 2024 |
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arxiv preprint - Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation
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Mar 20, 2024 |
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arxiv preprint - Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
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Mar 19, 2024 |
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arxiv preprint - MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
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Mar 18, 2024 |
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arxiv preprint - Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
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Mar 15, 2024 |
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arxiv preprint - WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
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Mar 14, 2024 |
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arxiv preprint - Synth$^2$: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings
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Mar 13, 2024 |
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arxiv preprint - Is Cosine-Similarity of Embeddings Really About Similarity?
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Mar 12, 2024 |
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arxiv preprint - A Generative Approach for Wikipedia-Scale Visual Entity Recognition
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Mar 11, 2024 |
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arxiv preprint - Self-correcting LLM-controlled Diffusion Models
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Mar 08, 2024 |
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arxiv preprint - tinyBenchmarks: evaluating LLMs with fewer examples
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Mar 08, 2024 |
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arxiv preprint - Asymmetry in Low-Rank Adapters of Foundation Models
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Mar 06, 2024 |
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arxiv preprint - When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
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Mar 05, 2024 |
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arxiv preprint - EMO: Emote Portrait Alive - Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions
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Mar 04, 2024 |
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arxiv preprint - The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
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Mar 01, 2024 |
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arxiv preprint - Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
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Feb 29, 2024 |
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arxiv preprint - LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
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Feb 28, 2024 |
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arxiv preprint - Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
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Feb 27, 2024 |
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arxiv preprint - SciMON: Scientific Inspiration Machines Optimized for Novelty
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Feb 26, 2024 |
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arxiv preprint - Speculative Streaming: Fast LLM Inference without Auxiliary Models
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Feb 23, 2024 |
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arxiv preprint - LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models
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Feb 22, 2024 |
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arxiv preprint - UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities
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Feb 21, 2024 |
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arxiv preprint - Guiding Instruction-based Image Editing via Multimodal Large Language Models
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Feb 20, 2024 |
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arxiv preprint - Spectral State Space Models
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Feb 16, 2024 |
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arxiv preprint - More Agents Is All You Need
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Feb 15, 2024 |
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arxiv preprint - World Model on Million-Length Video And Language With RingAttention
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Feb 14, 2024 |
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arxiv preprint - Learning Video Representations from Large Language Models
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Feb 13, 2024 |
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arxiv preprint - Can Large Language Models Understand Context?
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Feb 12, 2024 |
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arxiv preprint - Long Story Short: a Summarize-then-Search Method for Long Video Question Answering
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Feb 09, 2024 |
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arxiv preprint - System 2 Attention (is something you might need too)
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Feb 08, 2024 |
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arxiv preprint - DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
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Feb 07, 2024 |
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arxiv preprint - KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
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Feb 06, 2024 |
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arxiv preprint - Language Model Inversion
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Feb 05, 2024 |
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arxiv preprint - Tree Prompting: Efficient Task Adaptation without Fine-Tuning
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Feb 02, 2024 |
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arxiv preprint - Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens
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Feb 01, 2024 |
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arxiv preprint - Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
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Jan 31, 2024 |
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arxiv preprint - RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
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Jan 30, 2024 |
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arxiv preprint - SliceGPT: Compress Large Language Models by Deleting Rows and Columns
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Jan 29, 2024 |
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arxiv preprint - Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
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Jan 26, 2024 |
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arxiv preprint - MambaByte: Token-free Selective State Space Model
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Jan 25, 2024 |
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arxiv preprint - Lumiere: A Space-Time Diffusion Model for Video Generation
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Jan 24, 2024 |
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arxiv preprint - Self-Rewarding Language Models
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Jan 23, 2024 |
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arxiv preprint - Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
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Jan 22, 2024 |
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arxiv preprint - MoVQA: A Benchmark of Versatile Question-Answering for Long-Form Movie Understanding
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Jan 19, 2024 |
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arxiv preprint - Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
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Jan 18, 2024 |
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arxiv preprint - Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models
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Jan 17, 2024 |
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arxiv preprint - Time Travel in LLMs: Tracing Data Contamination in Large Language Models
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Jan 16, 2024 |
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arxiv preprint - InseRF: Text-Driven Generative Object Insertion in Neural 3D Scenes
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Jan 12, 2024 |
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arxiv preprint - A Simple LLM Framework for Long-Range Video Question-Answering
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Jan 11, 2024 |
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arxiv preprint - Mixtral of Experts
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Jan 09, 2024 |
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arxiv preprint - Weight subcloning: direct initialization of transformers using larger pretrained ones
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Jan 08, 2024 |
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arxiv preprint - Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
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Jan 05, 2024 |
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arxiv preprint - LLM in a flash: Efficient Large Language Model Inference with Limited Memory
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Jan 05, 2024 |
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arxiv preprint - The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
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Jan 02, 2024 |
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arxiv preprint - DreaMoving: A Human Video Generation Framework based on Diffusion Models
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Dec 29, 2023 |
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arxiv preprint - Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
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Dec 28, 2023 |
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arxiv preprint - UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces
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Dec 28, 2023 |
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arxiv preprint - LongNet: Scaling Transformers to 1,000,000,000 Tokens
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Dec 27, 2023 |
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arxiv preprint - MotionCtrl: A Unified and Flexible Motion Controller for Video Generation
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Dec 27, 2023 |
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arxiv preprint - Model-tuning Via Prompts Makes NLP Models Adversarially Robust
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Dec 26, 2023 |
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arxiv preprint - Training Chain-of-Thought via Latent-Variable Inference
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Dec 22, 2023 |
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arxiv preprint - Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
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Dec 21, 2023 |
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arxiv preprint - Instruction-tuning Aligns LLMs to the Human Brain
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Dec 20, 2023 |
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arxiv preprint - WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia
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Dec 19, 2023 |
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arxiv preprint - DemoFusion: Democratising High-Resolution Image Generation With No $$$
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Dec 18, 2023 |
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arxiv preprint - Recommender Systems with Generative Retrieval
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Dec 15, 2023 |
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arxiv preprint - Mamba: Linear-Time Sequence Modeling with Selective State Spaces
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Dec 14, 2023 |
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arxiv preprint - Block-State Transformers
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Dec 13, 2023 |
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arxiv preprint - Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
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Dec 12, 2023 |
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arxiv preprint - LooseControl: Lifting ControlNet for Generalized Depth Conditioning
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Dec 11, 2023 |
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Announcement: AI Breakdown Youtube Channel
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Dec 08, 2023 |
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arxiv preprint - OneLLM: One Framework to Align All Modalities with Language
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Dec 08, 2023 |
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arxiv preprint - The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
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Dec 08, 2023 |
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arxiv - MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
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Dec 07, 2023 |
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arxiv preprint - MLP-Mixer: An all-MLP Architecture for Vision
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Dec 07, 2023 |
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arxiv preprint - Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
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Dec 06, 2023 |
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arxiv preprint - Nash Learning from Human Feedback
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Dec 05, 2023 |
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arxiv preprint - Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
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Dec 04, 2023 |
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arxiv preprint - Knowledge is a Region in Weight Space for Fine-tuned Language Models
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Dec 03, 2023 |
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arxiv preprint - MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
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Dec 02, 2023 |
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arxiv preprint - Simplifying Transformer Blocks
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Dec 01, 2023 |
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arxiv - Visual In-Context Prompting
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Nov 30, 2023 |
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Arxiv Preprint - GAIA: a benchmark for General AI Assistants
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Nov 29, 2023 |
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Arxiv Preprint - DisCo: Disentangled Control for Realistic Human Dance Generation
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Nov 28, 2023 |
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Arxiv Preprint - Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation
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Nov 27, 2023 |
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Arxiv Preprint - A General Theoretical Paradigm to Understand Learning from Human Preferences
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Nov 25, 2023 |
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Arxiv Preprint - ShareGPT4V: Improving Large Multi-Modal Models with Better Captions
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Nov 22, 2023 |
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ArXiv Preprint - S-LoRA: Serving Thousands of Concurrent LoRA Adapters
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Nov 21, 2023 |
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ArXiv Preprint - Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities
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Nov 20, 2023 |
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Arxiv Preprint - LCM-LoRA: A Universal Stable-Diffusion Acceleration Module
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Nov 17, 2023 |
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ArXiv Preprint - Fine-tuning Language Models for Factuality
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Nov 16, 2023 |
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arxiv preprint - Language Models can be Logical Solvers
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Nov 15, 2023 |
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ArXiv Preprint - Prompt Engineering a Prompt Engineer
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Nov 14, 2023 |
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arxiv preprint - CogVLM: Visual Expert for Pretrained Language Models
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Nov 13, 2023 |
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ArXiv Preprint - De-Diffusion Makes Text a Strong Cross-Modal Interface
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Nov 10, 2023 |
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ArXiv Preprint - E3 TTS: Easy End-to-End Diffusion-based Text to Speech
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Nov 09, 2023 |
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ArXiv Preprint - Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges
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Nov 08, 2023 |
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ArXiv Preprint - Learning From Mistakes Makes LLM Better Reasoner
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Nov 07, 2023 |
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ArXiv Preprint - The Generative AI Paradox: ”What It Can Create, It May Not Understand”
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Nov 06, 2023 |
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ArXiv Preprint - TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise
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Nov 03, 2023 |
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ArXiv Preprint - MM-VID: Advancing Video Understanding with GPT-4V(ision)
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Nov 02, 2023 |
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ArXiv Preprint - Zephyr: Direct Distillation of LM Alignment
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Nov 01, 2023 |
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ArXiv Preprint - ControlLLM: Augment Language Models with Tools by Searching on Graphs
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Oct 31, 2023 |
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ArXiv Preprint - Talk like a Graph: Encoding Graphs for Large Language Models
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Oct 30, 2023 |
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arxiv Preprint - AgentTuning: Enabling Generalized Agent Abilities for LLMs
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Oct 29, 2023 |
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ArXiv Preprint - Jailbreaking Black Box Large Language Models in Twenty Queries
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Oct 28, 2023 |
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ArXiv Preprint - Matryoshka Diffusion Models
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Oct 27, 2023 |
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arxiv Preprint - An Image is Worth Multiple Words: Learning Object Level Concepts using Multi-Concept Prompt Learning
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Oct 26, 2023 |
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arxiv Preprint - Retrieval meets Long Context Large Language Models
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Oct 25, 2023 |
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arxiv Preprint - Contrastive Prefence Learning: Learning from Human Feedback without RL
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Oct 24, 2023 |
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arxiv Preprint - BitNet: Scaling 1-bit Transformers for Large Language Models
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Oct 23, 2023 |
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arxiv Preprint - Automatic Prompt Optimization with ”Gradient Descent” and Beam Search
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Oct 22, 2023 |
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arxiv Preprint - Understanding Retrieval Augmentation for Long-Form Question Answering
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Oct 21, 2023 |
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arxiv Preprint - On the Connection between Pre-training Data Diversity and Fine-tuning Robustness
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Oct 20, 2023 |
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arxiv Preprint - Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness
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Oct 19, 2023 |
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arxiv Preprint - In-Context Pretraining: Language Modeling Beyond Document Boundaries
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Oct 18, 2023 |
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ICCV 2023 - Sigmoid Loss for Language Image Pre-Training
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Oct 17, 2023 |
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arxiv Preprint - Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading
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Oct 16, 2023 |
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arxiv Preprint - HyperAttention: Long-context Attention in Near-Linear Time
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Oct 15, 2023 |
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arxiv Preprint - InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
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Oct 13, 2023 |
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arxiv Preprint - Large Language Models Cannot Self-Correct Reasoning Yet
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Oct 12, 2023 |
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arxiv Preprint - Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
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Oct 11, 2023 |
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arxiv Preprint - Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation
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Oct 10, 2023 |
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arxiv Preprint - Improved Baselines with Visual Instruction Tuning
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Oct 09, 2023 |
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arxiv Preprint - Tree of Thoughts: Deliberate Problem Solving with Large Language Models
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Oct 08, 2023 |
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Neurips 2023 - Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
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Oct 07, 2023 |
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ICCV 2023 - Diffusion Models as Masked Autoencoders
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Oct 06, 2023 |
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arxiv Preprint - Conditional Diffusion Distillation
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Oct 05, 2023 |
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arxiv Preprint - Enable Language Models to Implicitly Learn Self-Improvement From Data
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Oct 04, 2023 |
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arxiv Preprint - Efficient Streaming Language Models with Attention Sinks
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Oct 03, 2023 |
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Neurips 2023 - PuzzleFusion: Unleashing the Power of Diffusion Models for Spatial Puzzle Solving
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Oct 02, 2023 |
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arxiv Preprint - Vision Transformers Need Registers
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Oct 01, 2023 |
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arxiv Preprint - VPA: Fully Test-Time Visual Prompt Adaptation
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Sep 30, 2023 |