George Martinez

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upvoted a paper 4 days ago

Video Generation Models: A Survey of Post-Training and Alignment

Paper • 2610.00812 • Published 8 days ago • 60

upvoted a paper 18 days ago

Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL

Paper • 2609.20715 • Published 21 days ago • 44

upvoted a paper 19 days ago

Region-Level Policy Optimization for Fine-grained MLLM Perception

Paper • 2609.19745 • Published 21 days ago • 41

upvoted 2 papers 22 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published about 1 month ago • 376

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published 24 days ago • 434

upvoted a paper 27 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 487

upvoted 3 papers about 1 month ago

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

Paper • 2608.26730 • Published Aug 27 • 155

LatentPress: Context Compression Beyond Text and Vision

Paper • 2609.01507 • Published Sep 1 • 122

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills

Paper • 2609.02749 • Published Sep 2 • 408

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

AVA-Encoder: Towards Agent-Native Video Representation Learning

Paper • 2608.12313 • Published Aug 12 • 43

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

Paper • 2608.00677 • Published Aug 1 • 266

PaDoc: Layout-Grounded Parallel Decoding for Document Parsing

Paper • 2608.06146 • Published Aug 6 • 24

upvoted 3 papers 2 months ago

When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents

Paper • 2608.04574 • Published Aug 5 • 16

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

Paper • 2608.02023 • Published Aug 3 • 161

DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents

Paper • 2608.01827 • Published Aug 3 • 19