Brian Johnson

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upvoted a paper 19 days ago

Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling

Paper • 2609.19499 • Published 23 days ago • 37

upvoted a paper 22 days ago

Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening

Paper • 2609.18708 • Published 23 days ago • 84

upvoted a paper 23 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 376

upvoted a paper 26 days ago

X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation

Paper • 2609.11412 • Published 29 days ago • 48

upvoted a paper 27 days ago

MetroLLM-Bench: Evaluating Language Models as Transit Kiosk Runtimes

Paper • 2609.10016 • Published 30 days ago • 29

upvoted a paper about 1 month ago

Scal3R: Learning Efficient Multi-Relative Pose Query for Scalable Online 3D Reconstruction

Paper • 2609.04201 • Published Sep 3 • 50