Mark Davis

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upvoted a paper about 9 hours ago

Where Does Retrieval-Based Open-Ended Evaluation Fail? Automatic Taxonomy Induction from Long-Form Medical Answer Factuality Verification

Paper • 2609.30467 • Published 12 days ago • 11

upvoted a paper 19 days ago

EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents

Paper • 2609.17632 • Published 21 days ago • 46

upvoted a paper 20 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published 29 days ago • 376

upvoted a paper 24 days ago

TempCloze: Can Video-LLMs Identify the Missing Middle?

Paper • 2609.01515 • Published Sep 1 • 31

upvoted a paper 25 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 487

upvoted a paper 27 days ago

What LLM Trading Agents Actually Do in Production: A Six-Month, Population-Scale Record from Two Fleets

Paper • 2609.05663 • Published Sep 4 • 21

upvoted 2 papers about 1 month ago

Beyond Retrieval: Progressive Latent Memory Evolution for Streaming Video Understanding

Paper • 2609.04131 • Published Sep 3 • 31

LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes

Paper • 2609.03796 • Published Sep 3 • 186

upvoted 6 papers about 2 months ago

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

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

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 181

upvoted 3 papers 2 months ago

Any-OPD: Heterogeneous On-Policy Distillation for Flow-Matching Models via Representation-Space Bridging

Paper • 2608.03316 • Published Aug 4 • 26

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks

Paper • 2608.02023 • Published Aug 3 • 161

ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction

Paper • 2607.29677 • Published Jul 31 • 26