Mason Baker

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upvoted a paper 12 days ago

Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals

Paper • 2607.11505 • Published 19 days ago • 18

upvoted a paper 15 days ago

EgoSteer: A Full-Stack System Towards Steerable Dexterous Manipulation from Egocentric Videos

Paper • 2607.09701 • Published Jun 21 • 17

upvoted 2 papers 26 days ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 170

DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation

Paper • 2606.31537 • Published Jun 30 • 29

upvoted 3 papers 2 months ago

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps

Paper • 2605.16928 • Published May 16 • 99

SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training

Paper • 2605.18719 • Published May 18 • 7

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 274

upvoted a paper 3 months ago

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published May 7 • 238

upvoted 6 papers 4 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 330

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 510

ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers

Paper • 2603.24414 • Published Mar 25 • 183

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353

6Bit-Diffusion: Inference-Time Mixed-Precision Quantization for Video Diffusion Models

Paper • 2603.18742 • Published Mar 19 • 11

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 373

upvoted 2 papers 5 months ago

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published Mar 4 • 211

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526