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 | 3729 | 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 | 399 | 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 | 233 | 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 | 87 | 2019 |
Optimized generic feature learning for few-shot classification across domains T Saikia, T Brox, C Schmid arXiv preprint arXiv:2001.07926, 2020 | 57 | 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 | 37 | 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 | 16 | 2022 |
Towards improving robustness of compressed cnns J Hoffmann, S Agnihotri, T Saikia, T Brox ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL) 2, 2021 | 7 | 2021 |
Multi-headed neural ensemble search AR Narayanan, A Zela, T Saikia, T Brox, F Hutter arXiv preprint arXiv:2107.04369, 2021 | 6 | 2021 |
What causes optical flow networks to be vulnerable to physical adversarial attacks S Schrodi, T Saikia, T Brox arXiv preprint arXiv 2103, 3, 2021 | 6 | 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 |