Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Brian Cheung

Meta-Learning and Self-Supervised Pretraining for Real World Image Translation


Dec 22, 2021
Ileana Rugina, Rumen Dangovski, Mark Veillette, Pooya Khorrami, Brian Cheung, Olga Simek, Marin Soljačić

* 10 pages, 8 figures, 2 tables 

  Access Paper or Ask Questions

Equivariant Contrastive Learning


Oct 28, 2021
Rumen Dangovski, Li Jing, Charlotte Loh, Seungwook Han, Akash Srivastava, Brian Cheung, Pulkit Agrawal, Marin Soljačić

* 17 pages, 5 figures 

  Access Paper or Ask Questions

Recurrent Parameter Generators


Jul 15, 2021
Jiayun Wang, Yubei Chen, Stella X. Yu, Brian Cheung, Yann LeCun


  Access Paper or Ask Questions

The Low-Rank Simplicity Bias in Deep Networks


Mar 18, 2021
Minyoung Huh, Hossein Mobahi, Richard Zhang, Brian Cheung, Pulkit Agrawal, Phillip Isola


  Access Paper or Ask Questions

Cautious Adaptation For Reinforcement Learning in Safety-Critical Settings


Aug 15, 2020
Jesse Zhang, Brian Cheung, Chelsea Finn, Sergey Levine, Dinesh Jayaraman

* 15 pages, 8 figures, ICML 2020. Website with code: https://sites.google.com/berkeley.edu/carl 

  Access Paper or Ask Questions

Word Embedding Visualization Via Dictionary Learning


Oct 09, 2019
Juexiao Zhang, Yubei Chen, Brian Cheung, Bruno A Olshausen


  Access Paper or Ask Questions

Superposition of many models into one


Feb 14, 2019
Brian Cheung, Alex Terekhov, Yubei Chen, Pulkit Agrawal, Bruno Olshausen


  Access Paper or Ask Questions

Generalization Challenges for Neural Architectures in Audio Source Separation


May 27, 2018
Shariq Mobin, Brian Cheung, Bruno Olshausen


  Access Paper or Ask Questions

Learning Unsupervised Learning Rules


May 23, 2018
Luke Metz, Niru Maheswaranathan, Brian Cheung, Jascha Sohl-Dickstein


  Access Paper or Ask Questions

Adversarial Examples that Fool both Computer Vision and Time-Limited Humans


May 22, 2018
Gamaleldin F. Elsayed, Shreya Shankar, Brian Cheung, Nicolas Papernot, Alex Kurakin, Ian Goodfellow, Jascha Sohl-Dickstein


  Access Paper or Ask Questions

Emergence of foveal image sampling from learning to attend in visual scenes


Oct 21, 2017
Brian Cheung, Eric Weiss, Bruno Olshausen

* Published as a conference paper at ICLR 2017 

  Access Paper or Ask Questions

Discovering Hidden Factors of Variation in Deep Networks


Jun 17, 2015
Brian Cheung, Jesse A. Livezey, Arjun K. Bansal, Bruno A. Olshausen

* Presented at International Conference on Learning Representations 2015 Workshop 

  Access Paper or Ask Questions

Fast Simultaneous Training of Generalized Linear Models (FaSTGLZ)


Jul 31, 2013
Bryan R. Conroy, Jennifer M. Walz, Brian Cheung, Paul Sajda


  Access Paper or Ask Questions