Daniel Williams

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upvoted a paper 2 days ago

From Given to Gathered Evidence: Agentic Learning for Longitudinal Medical Reasoning

Paper • 2609.39566 • Published 14 days ago • 13

upvoted a paper 7 days ago

Arm-wise Compositional Generalization in Dual-Arm Vision-Language-Action Models

Paper • 2610.06184 • Published 9 days ago • 5

upvoted a paper 11 days ago

Transformers Stop Thinking Too Early, and a Tiny LoRA Fixes It

Paper • 2609.36585 • Published 15 days ago • 72

upvoted a paper 24 days ago

WeVisDoc: From Coverage to Capability for Robust End-to-End Document Parsing

Paper • 2609.20423 • Published 27 days ago • 48

upvoted a paper 25 days ago

Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling

Paper • 2609.19499 • Published 28 days ago • 37

upvoted 3 papers about 1 month ago

EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents

Paper • 2609.05903 • Published Sep 5 • 65

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 489

QCell: Recombining and Aligning Cell Queries for Overlapping Instance Segmentation

Paper • 2608.29253 • Published Aug 29 • 14

upvoted 5 papers about 2 months ago

τ_0-VLA: a Hierarchical Robot Foundation Model with World-Model-Guided Test-Time Computation

Paper • 2608.16885 • Published Aug 17 • 17

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 161

Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Paper • 2608.14391 • Published Aug 14 • 287

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 126

AVA-Encoder: Towards Agent-Native Video Representation Learning

Paper • 2608.12313 • Published Aug 12 • 43

upvoted 7 papers 2 months ago

SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries

Paper • 2608.05604 • Published Aug 6 • 81

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published Aug 1 • 266

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published Aug 11 • 192

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 181

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

Paper • 2608.09802 • Published Aug 10 • 85

AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published Aug 6 • 104

Quo Vadis, World Modeling?

Paper • 2608.02713 • Published Aug 3 • 39