Grad-cam++: Generalized gradient-based visual explanations for deep convolutional networks A Sarkar, A Chattopadhay, P Howlader, VN Balasubramanian 2018 IEEE winter conference on applications of computer vision (WACV), 839-847, 2018 | 2437 | 2018 |
Neural network attributions: A causal perspective A Chattopadhyay, P Manupriya, A Sarkar, VN Balasubramanian International Conference on Machine Learning, 981-990, 2019 | 149 | 2019 |
A framework for learning ante-hoc explainable models via concepts A Sarkar, D Vijaykeerthy, A Sarkar, VN Balasubramanian Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 43 | 2022 |
Enhanced regularizers for attributional robustness A Sarkar, A Sarkar, VN Balasubramanian Proceedings of the AAAI Conference on Artificial Intelligence 35 (3), 2532-2540, 2021 | 13 | 2021 |
Source camera identification model: Classifier learning, role of learning curves and their interpretation VU Sameer, A Sarkar, R Naskar 2017 international conference on wireless communications, signal processing …, 2017 | 11 | 2017 |
Adversarial Robustness without Adversarial Training: A Teacher-Guided Curriculum Learning Approach A Sarkar, A Sarkar, S Gali, V N Balasubramanian Advances in Neural Information Processing Systems 34, 12836-12848, 2021 | 7 | 2021 |
Get Fooled for the Right Reason: Improving Adversarial Robustness through a Teacher-guided Curriculum Learning Approach A Sarkar, A Sarkar, S Gali, VN Balasubramanian arXiv preprint arXiv:2111.00295, 2021 | 7 | 2021 |
Leveraging Test-Time Consensus Prediction for Robustness against Unseen Noise A Sarkar, A Sarkar, VN Balasubramanian Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 4 | 2022 |
Deephys: Deep electrophysiology, debugging neural networks under distribution shifts A Sarkar, M Groth, I Mason, T Sasaki, X Boix arXiv preprint arXiv:2303.11912, 2023 | 1 | 2023 |
Inducing semantic grouping of latent concepts for explanations: An ante-hoc approach A Sarkar, D Vijaykeerthy, A Sarkar, VN Balasubramanian arXiv preprint arXiv:2108.11761, 2021 | 1 | 2021 |
Modularity Trumps Invariance for Compositional Robustness I Mason, A Sarkar, T Sasaki, X Boix arXiv preprint arXiv:2306.09005, 2023 | | 2023 |
Rational deep machines towards explainable trustworthy and robust deep learning systems A Sarkar Kandi, 2022 | | 2022 |