Brian Jones

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upvoted 2 papers 2 days ago

DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models

Paper • 2610.35201 • Published 5 days ago • 14

The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents

Paper • 2610.36077 • Published 5 days ago • 390

upvoted a paper 15 days ago

Learning Where to Split: Dynamic Band Splitting for Audio Source Separation

Paper • 2610.14993 • Published 21 days ago • 54

upvoted a paper 17 days ago

Thinking Inertia: LLMs Keep Thinking When Told Not To

Paper • 2610.11765 • Published 23 days ago • 190

upvoted a paper 20 days ago

Embodied Turing Machines: Stateful Code for Robot Recursive Self-Improvement

Paper • 2610.12369 • Published 23 days ago • 29

upvoted a paper 24 days ago

iADD: Improving Alignment and Diversity in Diffusion Policy Optimization

Paper • 2610.01789 • Published 30 days ago • 3

upvoted 2 papers about 1 month ago

When2Think: Learning When and How Much to Reason

Paper • 2609.19671 • Published Sep 28 • 50

Agora: Git as Shared Memory for Collective AutoResearch

Paper • 2609.18094 • Published Sep 16 • 54

upvoted 5 papers about 2 months ago

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published Sep 14 • 341

CARDEA: Auditable Reasoning Grounded in Spatial Evidence for End-to-End Coronary Angiography Interpretation

Paper • 2609.06931 • Published Sep 7 • 20

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 365

WorldReward: Reward Modeling for Camera-Conditioned World Models

Paper • 2609.03952 • Published Sep 3 • 25

LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes

Paper • 2609.03796 • Published Sep 3 • 97

upvoted 3 papers 2 months ago

WithEveryone: Unified Planning and Identity Grounding for Group Image Generation

Paper • 2608.20336 • Published Aug 20 • 43

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 129

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 • 242

upvoted 4 papers 3 months ago

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

Paper • 2608.00677 • Published Aug 1 • 196

GST-Bench: Can VLMs Develop Global Spatial Awareness from Video?

Paper • 2608.05747 • Published Aug 6 • 41

SKILL-KD: Contrastive Skill Distillation for LLM Agents

Paper • 2607.28048 • Published Aug 4 • 13

PCSD: Persistent Consistency for Self-Distillation in Agentic Reinforcement Learning

Paper • 2608.01837 • Published Aug 3 • 34