Mark Davis

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upvoted a paper about 20 hours ago

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

Paper • 2609.05663 • Published 6 days ago • 18

upvoted a paper 5 days ago

Beyond Retrieval: Progressive Latent Memory Evolution for Streaming Video Understanding

Paper • 2609.04131 • Published 7 days ago • 31

upvoted a paper 6 days ago

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

Paper • 2609.03796 • Published 7 days ago • 233

upvoted a paper 21 days ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published 23 days ago • 159

upvoted 2 papers 24 days ago

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 27 days ago • 282

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published 27 days ago • 170

upvoted 2 papers 28 days ago

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

Paper • 2608.05604 • Published Aug 6 • 80

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

Paper • 2608.00677 • Published Aug 1 • 263

upvoted a paper 29 days ago

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 219

upvoted 3 papers about 1 month 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 • 158

ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction

Paper • 2607.29677 • Published Jul 31 • 25