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Large Scale Neural Architecture Search with Polyharmonic Splines



Ulrich Finkler , Michele Merler , Rameswar Panda , Mayoore S. Jaiswal , Hui Wu , Kandan Ramakrishnan , Chun-Fu Chen , Minsik Cho , David Kung , Rogerio Feris , Bishwaranjan Bhattacharjee


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Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition



Chun-Fu Chen , Rameswar Panda , Kandan Ramakrishnan , Rogerio Feris , John Cohn , Aude Oliva , Quanfu Fan

* Codes and models are available on https://github.com/IBM/action-recognition-pytorch 

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NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search



Rameswar Panda , Michele Merler , Mayoore Jaiswal , Hui Wu , Kandan Ramakrishnan , Ulrich Finkler , Chun-Fu Chen , Minsik Cho , David Kung , Rogerio Feris , Bishwaranjan Bhattacharjee

* 19 pages, 19 Figures, 6 Tables 

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Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding



Mathew Monfort , Kandan Ramakrishnan , Alex Andonian , Barry A McNamara , Alex Lascelles , Bowen Pan , Quanfu Fan , Dan Gutfreund , Rogerio Feris , Aude Oliva


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The Algonauts Project: A Platform for Communication between the Sciences of Biological and Artificial Intelligence



Radoslaw Martin Cichy , Gemma Roig , Alex Andonian , Kshitij Dwivedi , Benjamin Lahner , Alex Lascelles , Yalda Mohsenzadeh , Kandan Ramakrishnan , Aude Oliva

* 4 pages, 2 figures 

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Moments in Time Dataset: one million videos for event understanding



Mathew Monfort , Bolei Zhou , Sarah Adel Bargal , Alex Andonian , Tom Yan , Kandan Ramakrishnan , Lisa Brown , Quanfu Fan , Dan Gutfruend , Carl Vondrick , Aude Oliva


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