Robert Martinez

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upvoted a paper about 1 hour ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published 9 days ago • 268

upvoted a paper 4 days ago

Negative Self-Distillation: Learning to Reason by Avoiding Flaws

Paper • 2609.11699 • Published 6 days ago • 36

upvoted a paper 5 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published 18 days ago • 453

upvoted 2 papers 7 days ago

Multi-Grid Post-Training for Long-Form Multi-Shot Video Generation

Paper • 2609.06373 • Published 10 days ago • 22

Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout

Paper • 2609.09123 • Published 8 days ago • 55

upvoted a paper 11 days ago

Locked at the Entrance, Open Inside: Where RLVR Narrows the Solution Space

Paper • 2608.29188 • Published 18 days ago • 11

upvoted a paper 12 days ago

Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training

Paper • 2608.26730 • Published 20 days ago • 156

upvoted a paper 27 days ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published 29 days ago • 159

upvoted 5 papers about 1 month ago

AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

Paper • 2608.13560 • Published Aug 13 • 63

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

Paper • 2608.00677 • Published Aug 1 • 263

The Loss Does Not See the Basis, but Adam Does

Paper • 2608.05136 • Published Aug 5 • 7

SkillJack: Persistent Skill Backdoors in Self-Evolving Agents

Paper • 2608.03509 • Published Aug 4 • 24

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation

Paper • 2607.28590 • Published Jul 30 • 46