Tonmoy Saikia

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Thomas BroxUniversity of Freiburg and AmazonVerified email at cs.uni-freiburg.de
Margret KeuperUniversity of MannheimVerified email at uni-mannheim.de
Eddy IlgProfessor at Saarland UniversityVerified email at cs.uni-saarland.de
Alexey DosovitskiyGoogleVerified email at google.com
Nikolaus MayerUniversity of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Arber ZelaPhD student, University of FreiburgVerified email at cs.uni-freiburg.de
Frank HutterProfessor of Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Yassine MarrakchiUniversity of FreiburgVerified email at cs.uni-freiburg.de
Thomas ElskenBosch Center for Artificial IntelligenceVerified email at bosch.com
Cordelia SchmidResearch director INRIA Verified email at inria.fr
Simon SchrodiPhD student, University of FreiburgVerified email at cs.uni-freiburg.de
Shashank AgnihotriUniversität SiegenVerified email at uni-siegen.de

Tonmoy Saikia

Torc Robotics

Verified email at torc.ai

Computer Vision Deep Learning


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Flownet 2.0: Evolution of optical flow estimation with deep networks E Ilg, N Mayer, T Saikia, M Keuper, A Dosovitskiy, T Brox Proceedings of the IEEE conference on computer vision and pattern …, 2017	3329	2017
Understanding and robustifying differentiable architecture search A Zela, T Elsken, T Saikia, Y Marrakchi, T Brox, F Hutter arXiv preprint arXiv:1909.09656, 2019	346	2019
Occlusions, motion and depth boundaries with a generic network for disparity, optical flow or scene flow estimation E Ilg, T Saikia, M Keuper, T Brox Proceedings of the European Conference on Computer Vision (ECCV), 614-630, 2018	207	2018
Autodispnet: Improving disparity estimation with automl T Saikia, Y Marrakchi, A Zela, F Hutter, T Brox Proceedings of the ieee/cvf international conference on computer vision …, 2019	76	2019
Optimized generic feature learning for few-shot classification across domains T Saikia, T Brox, C Schmid arXiv preprint arXiv:2001.07926, 2020	43	2020
Improving robustness against common corruptions with frequency biased models T Saikia, C Schmid, T Brox Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	24	2021
Towards understanding adversarial robustness of optical flow networks S Schrodi, T Saikia, T Brox Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	9	2022
What causes optical flow networks to be vulnerable to physical adversarial attacks S Schrodi, T Saikia, T Brox arXiv preprint arXiv:2103.16255 3, 2021	5	2021
Multi-headed neural ensemble search AR Narayanan, A Zela, T Saikia, T Brox, F Hutter arXiv preprint arXiv:2107.04369, 2021	4	2021
Towards improving robustness of compressed CNNs J Hoffmann, S Agnihotri, T Saikia, T Brox ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021	4	2021
Method, device and computer program for creating a neural network A Zela, F Hutter, T Brox, T Saikia, Y Marrakchi US Patent App. 17/421,886, 2022		2022
DispNet-CSS: Robust Vision Submission T Saikia, E Ilg, T Brox		2018

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