Gray Stanton

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upvoted 3 papers 2 days ago

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

Paper • 2610.09087 • Published 6 days ago • 39

MC-Sparse: Deconstructing and Closing the Dense-Sparse Attention Gap in Diffusion Transformers

Paper • 2610.06801 • Published 7 days ago • 38

MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement

Paper • 2610.11959 • Published 4 days ago • 74

upvoted 3 papers 3 days ago

Recurrent Looped Transformer

Paper • 2610.07591 • Published 6 days ago • 28

Mechanics of Long-Context Hybrid Models Part 1.1: From Hybrid Attention to Hybrid Position

Paper • 2610.10114 • Published 5 days ago • 31

nanoMuse: An Open-Source Personal Agent for Every Device You Own

Paper • 2610.08699 • Published 6 days ago • 101

upvoted a paper 4 days ago

MiniCorp: The Last Mile of the AI Agent Firm

Paper • 2610.05912 • Published 7 days ago • 38

upvoted 7 papers 5 days ago

In-Distribution Forcing for Long Video Generation at Test Time

Paper • 2610.03120 • Published 10 days ago • 49

Empirical Variational Autoencoder

Paper • 2610.06545 • Published 7 days ago • 11

How to Loop MoE: Flatten the Experts, Untie the Attention

Paper • 2609.35751 • Published 14 days ago • 13

LiFT: Loop Flow Transformers

Paper • 2610.05538 • Published 8 days ago • 13

Towards Looped Models Done Right, Part II: Rethinking at Fixed Points

Paper • 2610.06833 • Published 7 days ago • 33

Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy

Paper • 2610.05162 • Published 8 days ago • 60

ALoDLM: Adaptively Looped Diffusion Language Models

Paper • 2610.04198 • Published 9 days ago • 78

upvoted a changelog 6 days ago

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Hugging Face Changelog

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6 days ago

• 339

upvoted a paper 6 days ago

VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks

Paper • 2610.00972 • Published 11 days ago • 61

upvoted a paper 10 days ago

AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks

Paper • 2609.38288 • Published 13 days ago • 137

upvoted 2 papers 11 days ago

In-Context Learning for Robots: Methods and Applications

Paper • 2609.36012 • Published 14 days ago • 322

LLMs are General Asynchronous Agents

Paper • 2609.35427 • Published 14 days ago • 86

upvoted a paper 13 days ago

FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders

Paper • 2609.31620 • Published 17 days ago • 145