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An Attention Free Transformer


May 28, 2021
Shuangfei Zhai, Walter Talbott, Nitish Srivastava, Chen Huang, Hanlin Goh, Ruixiang Zhang, Josh Susskind


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Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning


May 17, 2021
Yue Wu, Shuangfei Zhai, Nitish Srivastava, Joshua Susskind, Jian Zhang, Ruslan Salakhutdinov, Hanlin Goh

* To appear in ICML 2021 

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Unconstrained Scene Generation with Locally Conditioned Radiance Fields


Apr 01, 2021
Terrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind


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On the generalization of learning-based 3D reconstruction


Jun 27, 2020
Miguel Angel Bautista, Walter Talbott, Shuangfei Zhai, Nitish Srivastava, Joshua M Susskind


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Capsules with Inverted Dot-Product Attention Routing


Feb 26, 2020
Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov

* ICLR 2020 

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Geometric Capsule Autoencoders for 3D Point Clouds


Dec 06, 2019
Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov


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Unsupervised Learning of Video Representations using LSTMs


Jan 04, 2016
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov

* Added link to code on github 

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Exploiting Image-trained CNN Architectures for Unconstrained Video Classification


May 08, 2015
Shengxin Zha, Florian Luisier, Walter Andrews, Nitish Srivastava, Ruslan Salakhutdinov


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Initialization Strategies of Spatio-Temporal Convolutional Neural Networks


Mar 25, 2015
Elman Mansimov, Nitish Srivastava, Ruslan Salakhutdinov

* Technical Report 

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Learning Generative Models with Visual Attention


Feb 21, 2015
Yichuan Tang, Nitish Srivastava, Ruslan Salakhutdinov

* In the proceedings of Neural Information Processing Systems, 2014 

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Modeling Documents with Deep Boltzmann Machines


Sep 26, 2013
Nitish Srivastava, Ruslan R Salakhutdinov, Geoffrey E. Hinton

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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Improving neural networks by preventing co-adaptation of feature detectors


Jul 03, 2012
Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Ruslan R. Salakhutdinov


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