PaperLedge
By ernestasposkus
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Episodes: 100
Description
PaperLedge where research meets storytelling is a revolutionary podcast where cutting-edge research meets AI-powered storytelling. Hosted by the Ernis, whose blend of gentle reassurance, cosmic wonder, explanatory clarity, and enthusiastic charm makes complex research accessible to everyone.
Each episode, Ernis transforms the latest academic papers into engaging, jargon-free audio experiences that deliver key insights in digestible formats. Whether you’re a researcher seeking interdisciplinary perspectives, a student supplementing your studies, or simply curious about scientific breakthroughs, PaperLedge has something for you.
| Episode | Date |
|---|---|
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Computer Vision - Thinking with Video Video Generation as a Promising Multimodal Reasoning Paradigm
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Nov 08, 2025 |
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Speech & Sound - PromptSep Generative Audio Separation via Multimodal Prompting
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Nov 08, 2025 |
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Machine Learning - Optimal Inference Schedules for Masked Diffusion Models
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Nov 08, 2025 |
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Computation and Language - Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning
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Nov 08, 2025 |
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Computer Vision - InfinityStar Unified Spacetime AutoRegressive Modeling for Visual Generation
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Nov 08, 2025 |
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Computer Vision - Landslide Hazard Mapping with Geospatial Foundation Models Geographical Generalizability, Data Scarcity, and Band Adaptability
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Nov 07, 2025 |
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Artificial Intelligence - Beyond Shortest Path Agentic Vehicular Routing with Semantic Context
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Nov 07, 2025 |
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Artificial Intelligence - Promoting Sustainable Web Agents Benchmarking and Estimating Energy Consumption through Empirical and Theoretical Analysis
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Nov 07, 2025 |
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Software Engineering - EDIT-Bench Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
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Nov 07, 2025 |
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Artificial Intelligence - GUI-360 A Comprehensive Dataset and Benchmark for Computer-Using Agents
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Nov 07, 2025 |
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Computer Vision - Tracking and Understanding Object Transformations
|
Nov 07, 2025 |
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Computation and Language - Efficient Reasoning via Thought-Training and Thought-Free Inference
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Nov 06, 2025 |
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Software Engineering - RefAgent A Multi-agent LLM-based Framework for Automatic Software Refactoring
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Nov 06, 2025 |
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Computation and Language - IndicSuperTokenizer An Optimized Tokenizer for Indic Multilingual LLMs
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Nov 06, 2025 |
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Machine Learning - GMoPEA Prompt-Expert Mixture Framework for Graph Foundation Models
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Nov 06, 2025 |
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Software Engineering - The OpenHands Software Agent SDK A Composable and Extensible Foundation for Production Agents
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Nov 06, 2025 |
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Computation and Language - A systematic review of relation extraction task since the emergence of Transformers
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Nov 06, 2025 |
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Machine Learning - AnaFlow Agentic LLM-based Workflow for Reasoning-Driven Explainable and Sample-Efficient Analog Circuit Sizing
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Nov 06, 2025 |
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Emerging Technologies - LLM-enhanced Air Quality Monitoring Interface via Model Context Protocol
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Nov 06, 2025 |
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Software Engineering - Stitch Step-by-step LLM Guided Tutoring for Scratch
|
Nov 01, 2025 |
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Computer Vision - All You Need for Object Detection From Pixels, Points, and Prompts to Next-Gen Fusion and Multimodal LLMs/VLMs in Autonomous Vehicles
|
Nov 01, 2025 |
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Artificial Intelligence - The Era of Agentic Organization Learning to Organize with Language Models
|
Nov 01, 2025 |
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Computer Vision - Process Integrated Computer Vision for Real-Time Failure Prediction in Steel Rolling Mill
|
Nov 01, 2025 |
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Artificial Intelligence - Unveiling Intrinsic Text Bias in Multimodal Large Language Models through Attention Key-Space Analysis
|
Nov 01, 2025 |
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Artificial Intelligence - Cross-Platform Evaluation of Reasoning Capabilities in Foundation Models
|
Nov 01, 2025 |
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Computation and Language - Kimi Linear An Expressive, Efficient Attention Architecture
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Nov 01, 2025 |
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Software Engineering - Using Copilot Agent Mode to Automate Library Migration A Quantitative Assessment
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Nov 01, 2025 |
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Artificial Intelligence - Delegated Authorization for Agents Constrained to Semantic Task-to-Scope Matching
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Nov 01, 2025 |
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Image and Video Processing - ProstNFound+ A Prospective Study using Medical Foundation Models for Prostate Cancer Detection
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Nov 01, 2025 |
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Computation and Language - Value Drifts Tracing Value Alignment During LLM Post-Training
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Nov 01, 2025 |
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Machine Learning - LSM-MS2 A Foundation Model Bridging Spectral Identification and Biological Interpretation
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Oct 31, 2025 |
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Artificial Intelligence - LLMs Process Lists With General Filter Heads
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Oct 31, 2025 |
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Machine Learning - Learning Pseudorandom Numbers with Transformers Permuted Congruential Generators, Curricula, and Interpretability
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Oct 31, 2025 |
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Computer Vision - ChartAB A Benchmark for Chart Grounding & Dense Alignment
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Oct 31, 2025 |
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Computer Vision - Masked Diffusion Captioning for Visual Feature Learning
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Oct 31, 2025 |
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Computer Vision - Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
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Oct 31, 2025 |
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Multiagent Systems - A General Incentives-Based Framework for Fairness in Multi-agent Resource Allocation
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Oct 31, 2025 |
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Artificial Intelligence - The Oversight Game Learning to Cooperatively Balance an AI Agent’s Safety and Autonomy
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Oct 31, 2025 |
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Computer Vision - SteerVLM Robust Model Control through Lightweight Activation Steering for Vision Language Models
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Oct 31, 2025 |
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Software Engineering - Investigating Software Aging in LLM-Generated Software Systems
|
Oct 30, 2025 |
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Networking - Enabling Near-realtime Remote Sensing via Satellite-Ground Collaboration of Large Vision-Language Models
|
Oct 30, 2025 |
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Computation and Language - Evaluating LLMs on Generating Age-Appropriate Child-Like Conversations
|
Oct 30, 2025 |
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Computation and Language - Can LLMs Translate Human Instructions into a Reinforcement Learning Agent’s Internal Emergent Symbolic Representation?
|
Oct 30, 2025 |
|
Computer Vision - ViPER Empowering the Self-Evolution of Visual Perception Abilities in Vision-Language Model
|
Oct 30, 2025 |
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Artificial Intelligence - Discovering Heuristics with Large Language Models (LLMs) for Mixed-Integer Programs Single-Machine Scheduling
|
Oct 30, 2025 |
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Information Retrieval - Retrieval-Augmented Search for Large-Scale Map Collections with ColPali
|
Oct 30, 2025 |
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Computer Vision - MIC-BEV Multi-Infrastructure Camera Bird’s-Eye-View Transformer with Relation-Aware Fusion for 3D Object Detection
|
Oct 29, 2025 |
|
Speech & Sound - STAR-Bench Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
|
Oct 29, 2025 |
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Computation and Language - Repurposing Synthetic Data for Fine-grained Search Agent Supervision
|
Oct 29, 2025 |
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Computation and Language - AgentFrontier Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis
|
Oct 29, 2025 |
|
Computation and Language - AgentFold Long-Horizon Web Agents with Proactive Context Management
|
Oct 29, 2025 |
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Machine Learning - Greedy Sampling Is Provably Efficient for RLHF
|
Oct 29, 2025 |
|
Computation and Language - ParallelMuse Agentic Parallel Thinking for Deep Information Seeking
|
Oct 29, 2025 |
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Computation and Language - Agent Data Protocol Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents
|
Oct 29, 2025 |
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Computation and Language - ComboBench Can LLMs Manipulate Physical Devices to Play Virtual Reality Games?
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Oct 29, 2025 |
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Computer Vision - Routing Matters in MoE Scaling Diffusion Transformers with Explicit Routing Guidance
|
Oct 29, 2025 |
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Computer Vision - Uniform Discrete Diffusion with Metric Path for Video Generation
|
Oct 29, 2025 |
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Machine Learning - SEMPO Lightweight Foundation Models for Time Series Forecasting
|
Oct 23, 2025 |
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Artificial Intelligence - Memo Training Memory-Efficient Embodied Agents with Reinforcement Learning
|
Oct 23, 2025 |
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Computation and Language - Zhyper Factorized Hypernetworks for Conditioned LLM Fine-Tuning
|
Oct 23, 2025 |
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Artificial Intelligence - Misalignment Bounty Crowdsourcing AI Agent Misbehavior
|
Oct 23, 2025 |
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Machine Learning - When Do Transformers Learn Heuristics for Graph Connectivity?
|
Oct 23, 2025 |
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Software Engineering - Review of Tools for Zero-Code LLM Based Application Development
|
Oct 23, 2025 |
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Machine Learning - A Survey on Cache Methods in Diffusion Models Toward Efficient Multi-Modal Generation
|
Oct 23, 2025 |
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Computation and Language - SmartSwitch Advancing LLM Reasoning by Overcoming Underthinking via Promoting Deeper Thought Exploration
|
Oct 23, 2025 |
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Artificial Intelligence - Beyond Reactivity Measuring Proactive Problem Solving in LLM Agents
|
Oct 23, 2025 |
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Computer Vision - OmniMotion-X Versatile Multimodal Whole-Body Motion Generation
|
Oct 23, 2025 |
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Computation and Language - ToolDreamer Instilling LLM Reasoning Into Tool Retrievers
|
Oct 23, 2025 |
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Computers and Society - Integrating Transparent Models, LLMs, and Practitioner-in-the-Loop A Case of Nonprofit Program Evaluation
|
Oct 23, 2025 |
|
Computer Vision - MedReason-R1 Learning to Reason for CT Diagnosis with Reinforcement Learning and Local Zoom
|
Oct 23, 2025 |
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Computer Vision - Class-Aware Prototype Learning with Negative Contrast for Test-Time Adaptation of Vision-Language Models
|
Oct 23, 2025 |
|
Computation and Language - Scaf-GRPO Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
|
Oct 23, 2025 |
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Computation and Language - Hubble a Model Suite to Advance the Study of LLM Memorization
|
Oct 23, 2025 |
|
Machine Learning - Transformers are almost optimal metalearners for linear classification
|
Oct 23, 2025 |
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Robotics - Learning Affordances at Inference-Time for Vision-Language-Action Models
|
Oct 23, 2025 |
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Artificial Intelligence - VAR Visual Attention Reasoning via Structured Search and Backtracking
|
Oct 22, 2025 |
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Machine Learning - When LRP Diverges from Leave-One-Out in Transformers
|
Oct 22, 2025 |
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Machine Learning - Online SFT for LLM Reasoning Surprising Effectiveness of Self-Tuning without Rewards
|
Oct 22, 2025 |
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Computation and Language - Fine-Tuned Thoughts Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
|
Oct 22, 2025 |
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Computer Vision - Unifying and Enhancing Graph Transformers via a Hierarchical Mask Framework
|
Oct 22, 2025 |
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Computation and Language - MTraining Distributed Dynamic Sparse Attention for Efficient Ultra-Long Context Training
|
Oct 22, 2025 |
|
Software Engineering - EffiReasonTrans RL-Optimized Reasoning for Code Translation
|
Oct 22, 2025 |
|
Computation and Language - How Do LLMs Use Their Depth?
|
Oct 22, 2025 |
|
Computer Vision - Grasp Any Region Towards Precise, Contextual Pixel Understanding for Multimodal LLMs
|
Oct 22, 2025 |
|
Speech & Sound - WaveNet A Generative Model for Raw Audio
|
Oct 21, 2025 |
|
Speech & Sound - A Generative Model for Raw Audio Using Transformer Architectures
|
Oct 21, 2025 |
|
Galactic Astrophysics - Effective cosmic ray diffusion in multiphase galactic environments
|
Oct 21, 2025 |
|
Computation and Language - EgMM-Corpus A Multimodal Vision-Language Dataset for Egyptian Culture
|
Oct 21, 2025 |
|
Computer Vision - Embody 3D A Large-scale Multimodal Motion and Behavior Dataset
|
Oct 21, 2025 |
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Computation and Language - MoReBench Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes
|
Oct 21, 2025 |
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Software Engineering - SemOpt LLM-Driven Code Optimization via Rule-Based Analysis
|
Oct 21, 2025 |
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Computer Vision - SSL4RL Revisiting Self-supervised Learning as Intrinsic Reward for Visual-Language Reasoning
|
Oct 21, 2025 |
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Computation and Language - Multimodal Latent Language Modeling with Next-Token Diffusion
|
Oct 21, 2025 |
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Computation and Language - EmbeddingGemma Powerful and Lightweight Text Representations
|
Oct 21, 2025 |
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Computation and Language - AgenTracer Who Is Inducing Failure in the LLM Agentic Systems?
|
Oct 21, 2025 |
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Cryptography and Security - VERA-V Variational Inference Framework for Jailbreaking Vision-Language Models
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Oct 21, 2025 |
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Computation and Language - REFRAG Rethinking RAG based Decoding
|
Oct 21, 2025 |
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Computation and Language - Evaluating Medical LLMs by Levels of Autonomy A Survey Moving from Benchmarks to Applications
|
Oct 21, 2025 |
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Artificial Intelligence - Seeing but Not Believing Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs
|
Oct 21, 2025 |
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Computer Vision - Towards Explainable Skin Cancer Classification A Dual-Network Attention Model with Lesion Segmentation and Clinical Metadata Fusion
|
Oct 21, 2025 |