Tonmoy Saikia
6 papers · 2017–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🔥 Unstoppable · Bronze
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Conference Pioneer
Top co-authors
Research topics
Keywords
neural architecture search
(2)
adversarial robustness
(1)
domain generalization
(1)
disparity estimation
(1)
object detection
(1)
corruption robustness
(1)
optical flow
(1)
bayesian optimization
(1)
optical flow estimation
(1)
adversarial attack
(1)
convolutional neural network
(1)
end-to-end learning
(1)
mixture of expert
(1)
frequency domain
(1)
image warping
(1)
hyperparameter search
(1)
search space
(1)
differentiable search
(1)
white-box attack
(1)
stacked architecture
(1)
Papers
Towards Understanding Adversarial Robustness of Optical Flow Networks
CVPR 2022
Improving Robustness Against Common Corruptions With Frequency Biased Models
ICCV 2021
Understanding and Robustifying Differentiable Architecture Search
ICLR 2020
AutoDispNet: Improving Disparity Estimation With AutoML
ICCV 2019
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation
ECCV 2018
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks
CVPR 2017