Publications
Towards Understanding Adversarial Robustness of Optical Flow Networks, CVPR 2022
Simon Schrodi, Tonmoy Saikia, Thomas Brox
Improving robustness against common corruptions with frequency biased models, ICCV 2021
Tonmoy Saikia, Cordelia Schmid, Thomas Brox
Multi-headed Neural Ensemble Search, ICMLW 2021
Ashwin Narayanan, Arber Zela, Tonmoy Saikia, Thomas Brox, Frank Hutter
Towards improving robustness of compressed CNNs, ICMLW 2021
Jasper Hoffmann, Shashank Agnihotri, Tonmoy Saikia, Thomas Brox
Understanding and robustifying differentiable architecture search, ICLR 2020
Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter
AutoDispNet: Improving Disparity Estimation With AutoML, ICCV 2019
Tonmoy Saikia, Yassine Marrakchi, A. Zela, F. Hutter, Thomas Brox
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation, ECCV 2018
Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks, CVPR 2017
Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox
