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Knowledge Distillation Circumvents Nonlinearity for Optical Convolutional Neural Networks


Feb 26, 2021
Jinlin Xiang, Shane Colburn, Arka Majumdar, Eli Shlizerman


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Sparse Semi-Supervised Action Recognition with Active Learning


Dec 07, 2020
Jingyuan Li, Eli Shlizerman


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Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements


Dec 07, 2020
Kun Su, Xiulong Liu, Eli Shlizerman

* Please see associated video at https://www.youtube.com/watch?v=yo5OZKBbBh4 

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On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools


Jun 25, 2020
Ryan Vogt, Maximilian Puelma Touzel, Eli Shlizerman, Guillaume Lajoie

* Associated github repository: https://github.com/shlizee/lyapunov-hyperopt 

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Audeo: Audio Generation for a Silent Performance Video


Jun 23, 2020
Kun Su, Xiulong Liu, Eli Shlizerman

* Please see associated video at https://www.youtube.com/watch?v=8rS3VgjG7_c 

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BI-MAML: Balanced Incremental Approach for Meta Learning


Jun 12, 2020
Yang Zheng, Jinlin Xiang, Kun Su, Eli Shlizerman

* Please see associated video at: https://youtu.be/4qlb-iG5SFo 

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Deep Reinforcement Learning for Neural Control


Jun 12, 2020
Jimin Kim, Eli Shlizerman

* Please see the associated Video at: https://youtu.be/ixsUMfb9m_U 

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Iterate & Cluster: Iterative Semi-Supervised Action Recognition


Jun 12, 2020
Jingyuan Li, Eli Shlizerman

* for associated video, see https://www.youtube.com/watch?v=ewuoz2tt73E 

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R-FORCE: Robust Learning for Random Recurrent Neural Networks


Mar 25, 2020
Yang Zheng, Eli Shlizerman

* Github Repository: https://github.com/shlizee/R-FORCE 

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PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition


Nov 27, 2019
Kun Su, Xiulong Liu, Eli Shlizerman

* See video at: https://www.youtube.com/watch?v=-dcCFUBRmwE 

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Dimension Reduction Approach for Interpretability of Sequence to Sequence Recurrent Neural Networks


May 29, 2019
Kun Su, Eli Shlizerman


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An Optical Frontend for a Convolutional Neural Network


Jan 14, 2019
Shane Colburn, Yi Chu, Eli Shlizerman, Arka Majumdar


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Audio to Body Dynamics


Dec 19, 2017
Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman

* Link with videos https://arviolin.github.io/AudioBodyDynamics/ 

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