Tonmoy Saikia

According to our database, Tonmoy Saikia authored at least 10 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Towards Understanding Adversarial Robustness of Optical Flow Networks.

Simon Schrodi, Tonmoy Saikia, Thomas Brox

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Multi-headed Neural Ensemble Search.

Ashwin Raaghav Narayanan, Arber Zela, Tonmoy Saikia, Thomas Brox, Frank Hutter

CoRR, 2021

What Causes Optical Flow Networks to be Vulnerable to Physical Adversarial Attacks.

Simon Schrodi, Tonmoy Saikia, Thomas Brox

CoRR, 2021

Improving robustness against common corruptions with frequency biased models.

Tonmoy Saikia, Cordelia Schmid, Thomas Brox

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Optimized Generic Feature Learning for Few-shot Classification across Domains.

Tonmoy Saikia, Thomas Brox, Cordelia Schmid

CoRR, 2020

Understanding and Robustifying Differentiable Architecture Search.

Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

AutoDispNet: Improving Disparity Estimation With AutoML.

Tonmoy Saikia, Yassine Marrakchi, Arber Zela, Frank Hutter, Thomas Brox

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation.

Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks.

Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2012

An Anomaly Based Approach for HID Attack Detection Using Keystroke Dynamics.

Ferdous A. Barbhuiya, Tonmoy Saikia, Sukumar Nandi

Proceedings of the Cyberspace Safety and Security - 4th International Symposium, 2012