Paul Martin

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upvoted a paper 8 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published 17 days ago • 372

upvoted a paper 11 days ago

IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications

Paper • 2609.10539 • Published 15 days ago • 25

upvoted a paper 12 days ago

Recursive Code World Models: Building Complex Worlds through Recursive Scene Programs

Paper • 2609.11499 • Published 14 days ago • 33

upvoted a paper 13 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published 26 days ago • 477

upvoted 2 papers 15 days ago

Agentic Visual Generation: From Generative Models to Agentic Control

Paper • 2609.06758 • Published 18 days ago • 34

RoboSPA: Can VLA Models Go Beyond Simple Scenes and Short-Horizon Tasks?

Paper • 2609.05324 • Published 20 days ago • 28

upvoted 4 papers about 1 month ago

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

Paper • 2608.18565 • Published Aug 19 • 75

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 • 285

DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation

Paper • 2608.13489 • Published Aug 13 • 101

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

Paper • 2608.00677 • Published Aug 1 • 265

upvoted 3 papers about 2 months ago

EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal

Paper • 2608.05565 • Published Aug 6 • 23

OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents

Paper • 2608.05013 • Published Aug 4 • 38

SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation

Paper • 2608.02287 • Published Aug 3 • 32