M. Kamb

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)Scaling Laws & Emergent Abilities (1)Architecture Design (Transformers, SSMs, MoE) (1)Training Efficiency & Optimization (1)

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Henry S. Hunt (1)Henry Hunt (1)Mason Kamb (1)Surya Ganguli (1)

Papers (2)

Jul 9, 2026

Henry S. Hunt +54d ago

An exact information theory of generalization phase transitions in Bayesian diffusion models

Information restriction is the key to understanding how diffusion models can generalize rather than memorize, revealing a precise phase boundary that could transform generative AI practices.

Henry S. Hunt, Henry Hunt, Mason Kamb +3

Computer Vision Scaling Laws & Emergent Abilities

Apr 23, 2026

There Will Be a Scientific Theory of Deep Learning

Forget philosophical debates: a practical "learning mechanics" is crystallizing to explain *how* deep learning works, not just *why* it should.

James B. Simon, D. Kunin, Alexander Atanasov +11

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

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M. Kamb

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)