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Conditional Object-Centric Learning from Video

Nov 24, 2021
Thomas Kipf, Gamaleldin F. Elsayed, Aravindh Mahendran, Austin Stone, Sara Sabour, Georg Heigold, Rico Jonschkowski, Alexey Dosovitskiy, Klaus Greff

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Addressing the Real-world Class Imbalance Problem in Dermatology

Oct 09, 2020
Wei-Hung Weng, Jonathan Deaton, Vivek Natarajan, Gamaleldin F. Elsayed, Yuan Liu

* 11 pages + 3 pages appendix, 8 figures, 6 appendix tables 

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Revisiting Spatial Invariance with Low-Rank Local Connectivity

Feb 07, 2020
Gamaleldin F. Elsayed, Prajit Ramachandran, Jonathon Shlens, Simon Kornblith

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Saccader: Improving Accuracy of Hard Attention Models for Vision

Sep 11, 2019
Gamaleldin F. Elsayed, Simon Kornblith, Quoc V. Le

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Adversarial Reprogramming of Neural Networks

Jun 28, 2018
Gamaleldin F. Elsayed, Ian Goodfellow, Jascha Sohl-Dickstein

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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

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Large Margin Deep Networks for Classification

Mar 15, 2018
Gamaleldin F. Elsayed, Dilip Krishnan, Hossein Mobahi, Kevin Regan, Samy Bengio

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