Susan Martin

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upvoted a paper 6 days ago

On the Origin and Evolution of Training-Inference Mismatch in LLM Reinforcement Learning

Paper • 2610.40945 • Published 11 days ago • 12

upvoted a paper 11 days ago

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

Paper • 2610.36077 • Published 14 days ago • 160

upvoted a paper 12 days ago

ProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn Agentic Reinforcement Learning

Paper • 2610.18683 • Published 15 days ago • 16

upvoted a paper 15 days ago

RIDAR: Safeguarding Research Integrity in Autonomous Research Agents via Automated Detection and Runtime Intervention

Paper • 2610.31372 • Published 18 days ago • 13

upvoted a paper 24 days ago

Player-1: Learning to Play from Synthetic Experience

Paper • 2610.20584 • Published 26 days ago • 56

liked a model 24 days ago

Qwen/Qwen-Image-2.1-Turbo

Text-to-Image • 7B • Updated 27 days ago • 46.8k • 1.13k

upvoted a paper 29 days ago

SPW-Nav: A Streaming Panoramic World Model for Language-Guided Navigation

Paper • 2610.08941 • Published Oct 6 • 4

liked a model about 1 month ago

deepseek-ai/DeepSeek-V4.1-Flash

Image-Text-to-Text • 763B • Updated 23 days ago • 1.84M • • 4.9k

upvoted a paper about 1 month ago

Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite

Paper • 2610.02826 • Published Oct 2 • 38

liked a model about 1 month ago

prism-ml/Ternary-Bonsai-2-27B-gguf

Text Generation • 27B • Updated 4 days ago • 1.69M • 2.96k

liked a model about 2 months ago

Lightricks/LTX-2.5

Image-to-Video • Updated 28 days ago • 2.66M • 11.1k

upvoted 4 papers about 2 months ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 49

Adaptive Bridge: A Proxy-Based Decoupling Layer for Mitigating DDS Backpressure in ROS 2

Paper • 2608.15380 • Published Sep 6 • 6

TempCloze: Can Video-LLMs Identify the Missing Middle?

Paper • 2609.01515 • Published Sep 1 • 10

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 76

liked a model about 2 months ago

nex-agi/Nex-N2.5-Pro

Text Generation • 397B • Updated Sep 17 • 1.94k • 679

upvoted a paper 2 months ago

Omni Interaction Agent Technical Report

Paper • 2609.08977 • Published Sep 8 • 72

liked 3 models 2 months ago

MiniMaxAI/MiniMax-H3

Image-Text-to-Video • 33B • Updated Aug 13 • 6.43M • • 6.66k

IFM/K2-Horizon-MoVA-36B-A4B

Text Generation • 37B • Updated 4 days ago • 14.4k • • 432

DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF

Image-Text-to-Text • 27B • Updated 22 days ago • 1.55M • 2.68k