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Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception

Nov 12, 2021
Joel Dapello, Jenelle Feather, Hang Le, Tiago Marques, David D. Cox, Josh H. McDermott, James J. DiCarlo, SueYeon Chung

* 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

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Object-Centric Diagnosis of Visual Reasoning

Dec 21, 2020
Jianwei Yang, Jiayuan Mao, Jiajun Wu, Devi Parikh, David D. Cox, Joshua B. Tenenbaum, Chuang Gan

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Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modelling

Oct 25, 2020
Akash Srivastava, Yamini Bansal, Yukun Ding, Cole Hurwitz, Kai Xu, Bernhard Egger, Prasanna Sattigeri, Josh Tenenbaum, David D. Cox, Dan Gutfreund

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not-so-BigGAN: Generating High-Fidelity Images on a Small Compute Budget

Sep 09, 2020
Seungwook Han, Akash Srivastava, Cole Hurwitz, Prasanna Sattigeri, David D. Cox

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SimVAE: Simulator-Assisted Training forInterpretable Generative Models

Nov 19, 2019
Akash Srivastava, Jessie Rosenberg, Dan Gutfreund, David D. Cox

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Measuring and Understanding Sensory Representations within Deep Networks Using a Numerical Optimization Framework

Feb 17, 2015
Chuan-Yung Tsai, David D. Cox

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Hyperparameter Optimization and Boosting for Classifying Facial Expressions: How good can a "Null" Model be?

Jun 14, 2013
James Bergstra, David D. Cox

* Presented at the Workshop on Representation and Learning, ICML 2013 

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