Simons Foundation

Publications

Unconditional CNN denoisers contain sparse semantic representation of images

Z. Kadkhodaie, S. Mallat, E. P. Simoncelli

Effective computations for hippocampal place cell phenomena in sparse untrained random networks

José R. Hurtado Jr, S. Chung , André A. Fenton

Correcting Non-Uniform Milling in FIB-SEM Images with Unsupervised Cross-Plane Image-to-Image Translation

Yicong Li, Yuri Kreinin, Siyu Huang, E. Schomburg, D. Chklovskii, Hanspeter Pfister, J. Wu

End-to-end Topographic Auditory Models Replicate Signatures of Human Auditory Cortex

Haider Al-Tahan, Mayukh Deb, J. Feather, N. Apurva Ratan Murty

Spatial Frequency Maps in Human Visual Cortex: A Replication and Extension

Jiyeong Ha, B. Broderick, Kendrick Kay, J. Winawer

Stochastic Process Inference Without Trajectories: A Probabilistic Approach

D. Hathcock, Mark S Squillante, Y. Tu

Statistical mechanics of support vector regression

A. Canatar, S. Chung

Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry

C. Chou , H. Le, Y. Wang, S. Chung

Representational drift and learning-induced stabilization in the piriform cortex

Guillermo B. Morales, Miguel A. Muñoz, Y. Tu

Variations in neuronal selectivity create efficient representational geometries for perception

S. Saraf, J. A. Movshon, S. Chung