Paul Martin

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upvoted a paper 7 days ago

U-Space: Uncovering When and Why Uncertainty Arises in Language Models

Paper • 2610.09087 • Published 12 days ago • 53

upvoted 6 papers about 1 month ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 376

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

Paper • 2609.10539 • Published Sep 9 • 26

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

Paper • 2609.11499 • Published Sep 10 • 33

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 490

Agentic Visual Generation: From Generative Models to Agentic Control

Paper • 2609.06758 • Published Sep 6 • 35

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

Paper • 2609.05324 • Published Sep 4 • 28

upvoted a paper about 2 months ago

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

Paper • 2608.18565 • Published Aug 19 • 65

upvoted 6 papers 2 months 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 Aug 14 • 287

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 • 267

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 • 40

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

Paper • 2608.02287 • Published Aug 3 • 32