William Hall

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upvoted a paper 18 days ago

MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models

Paper • 2607.07673 • Published 28 days ago • 14

upvoted a paper 30 days ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 170

upvoted 2 papers 2 months ago

Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates

Paper • 2606.03029 • Published Jun 2 • 6

IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools

Paper • 2605.20682 • Published May 20 • 86

upvoted 3 papers 3 months ago

OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents

Paper • 2605.05185 • Published May 6 • 106

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 171

Recursive Multi-Agent Systems

Paper • 2604.25917 • Published Apr 28 • 287

upvoted 7 papers 4 months ago

WildDet3D: Scaling Promptable 3D Detection in the Wild

Paper • 2604.08626 • Published Apr 9 • 248

Learning to Retrieve from Agent Trajectories

Paper • 2604.04949 • Published Mar 30 • 72

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 639

An Efficient Heterogeneous Co-Design for Fine-Tuning on a Single GPU

Paper • 2603.16428 • Published Mar 17 • 51

HY-Embodied-0.5: Embodied Foundation Models for Real-World Agents

Paper • 2604.07430 • Published Apr 8 • 181

Make Geometry Matter for Spatial Reasoning

Paper • 2603.26639 • Published Mar 27 • 33

INSID3: Training-Free In-Context Segmentation with DINOv3

Paper • 2603.28480 • Published Mar 30 • 7

upvoted 5 papers 5 months ago

SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing

Paper • 2603.19228 • Published Mar 19 • 68

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 312

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 267

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 150

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526