Tonmoy Saikia
University of Freiburg(DE)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Advanced Vision and Imaging, Image Enhancement Techniques
Most-Cited Works
- → FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks(2017)3,273 cited
- → Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation(2018)198 cited
- → Understanding and Robustifying Differentiable Architecture Search(2019)166 cited
- → Optimized Generic Feature Learning for Few-shot Classification across Domains(2020)29 cited
- → Towards Understanding Adversarial Robustness of Optical Flow Networks(2022)14 cited
- → AutoDispNet: Improving Disparity Estimation With AutoML(2019)11 cited
- → An Anomaly Based Approach for HID Attack Detection Using Keystroke Dynamics(2012)9 cited
- → Occlusions, Motion and Depth Boundaries with a Generic Network for\n Disparity, Optical Flow or Scene Flow Estimation(2018)8 cited