John Perez

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upvoted a paper 13 days ago

Hybrid Reasoning Agents

Paper • 2610.18861 • Published 16 days ago • 44

upvoted a paper 17 days ago

DataVista: Diagnosing Multimodal LLMs on Data Video Understanding

Paper • 2610.11993 • Published 21 days ago • 18

upvoted 2 papers about 1 month ago

SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness

Paper • 2609.20519 • Published Sep 17 • 142

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published Sep 14 • 376

upvoted 6 papers about 2 months ago

ActReview: Rebuttal-Guided Training Data and Rubric Rewards for Actionable Peer Review Generation

Paper • 2609.09076 • Published Sep 8 • 25

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 483

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

Paper • 2609.06373 • Published Sep 6 • 17

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published Sep 3 • 155

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

Paper • 2608.26730 • Published Aug 27 • 134

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

Paper • 2609.02749 • Published Sep 2 • 465

upvoted 4 papers 2 months ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 160

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

Paper • 2608.18565 • Published Aug 19 • 56

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 • 286

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 168

upvoted 6 papers 3 months ago

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

Paper • 2608.05604 • Published Aug 6 • 71

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

Paper • 2608.00677 • Published Aug 1 • 263

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 220

Ego-OSCAR: Egocentric Open source Stereo CAptuRe System

Paper • 2608.08285 • Published Aug 8 • 7

AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published Aug 6 • 105

When Teachers Mislead: Spurious-Signal-Aware On-Policy Distillation

Paper • 2608.03632 • Published Aug 4 • 25