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Tonmoy Saikia

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Multi-headed Neural Ensemble Search

Jul 09, 2021
Ashwin Raaghav Narayanan, Arber Zela, Tonmoy Saikia, Thomas Brox, Frank Hutter

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What Causes Optical Flow Networks to be Vulnerable to Physical Adversarial Attacks

Mar 30, 2021
Simon Schrodi, Tonmoy Saikia, Thomas Brox

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Improving robustness against common corruptions with frequency biased models

Mar 30, 2021
Tonmoy Saikia, Cordelia Schmid, Thomas Brox

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Optimized Generic Feature Learning for Few-shot Classification across Domains

Jan 22, 2020
Tonmoy Saikia, Thomas Brox, Cordelia Schmid

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Understanding and Robustifying Differentiable Architecture Search

Sep 20, 2019
Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter

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AutoDispNet: Improving Disparity Estimation with AutoML

May 17, 2019
Tonmoy Saikia, Yassine Marrakchi, Arber Zela, Frank Hutter, Thomas Brox

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Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation

Aug 08, 2018
Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox

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FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Dec 06, 2016
Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox

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