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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

* 28 pages, 25 figures 

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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

* Accepted to ECCV 2018 as poster. See video at: https://www.youtube.com/watch?v=SwOdSaBRysI 

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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

* Including supplementary material. For the video see: http://lmb.informatik.uni-freiburg.de/Publications/2016/IMKDB16/ 

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