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Tonmoy Saikia

PhD student

Computer Vision Lab
Department of Computer Science
University of Freiburg
Germany

Office location:
Georges-Köhler-Allee, building 052, 2nd floor, room 01-21
79110 Freiburg

Phone: +49 761 203 8271
E-Mail:

Tonmoy
2022

Conference
Towards Understanding Adversarial Robustness of Optical Flow Networks   Paperpaper-understanding-flow-robustness.pdf Code/data
Simon Schrodi, Tonmoy Saikia, Thomas Brox
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
 
2021

Conference
Improving robustness against common corruptions with frequency biased models   Paperpaper.pdf
Tonmoy Saikia, C. Schmid, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2021
Towards improving robustness of compressed CNNs   Paperpaper-udl.pdf
J. Hoffmann, S. Agnihotri, Tonmoy Saikia, Thomas Brox
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021
Multi-headed Neural Ensemble Search   Paperpaper-udl.pdf
A. Narayanan, A. Zela, Tonmoy Saikia, Thomas Brox, F. Hutter
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021
 
2020

Conference
Understanding and robustifying differentiable architecture search   Paperpaper-robust_darts.pdf
A. Zela, T. Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, F. Hutter
International Conference on Learning Representations (ICLR), 2020
 
2019

Conference
AutoDispNet: Improving Disparity Estimation With AutoML   Paperpaper-iccv2019-autodispnet.pdf
Tonmoy Saikia, Yassine Marrakchi, A. Zela, F. Hutter, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2019
 
2018

Conference
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation   Paperpaper-FlowDispOccBoundary.pdf
Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox
European Conference on Computer Vision (ECCV), 2018
 
2017

Conference
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks   Paperpaper-FlowNet_2_0__CVPR_old_version.pdf doi>
Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017