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Samyak Jain
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Towards achieving adversarial robustness beyond perceptual limits
S Addepalli, S Jain, G Sriramanan, VB Radhakrishnan
182021
Efficient and effective augmentation strategy for adversarial training
S Addepalli, S Jain
Advances in Neural Information Processing Systems 35, 1488-1501, 2022
92022
Boosting adversarial robustness using feature level stochastic smoothing
S Addepalli, S Jain, G Sriramanan, RV Babu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
82021
Scaling adversarial training to large perturbation bounds
S Addepalli, S Jain, G Sriramanan, R Venkatesh Babu
European Conference on Computer Vision, 301-316, 2022
62022
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks
S Jain, S Addepalli, PK Sahu, P Dey, RV Babu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
12023
Supplementary: DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks
S Jain, S Addepalli, PK Sahu, P Dey, RV Babu
Supplementary Material: Towards Achieving Adversarial Robustness Beyond Perceptual Limits
S Addepalli, S Jain, G Sriramanan, S Khare, RV Babu
Supplementary Material: Scaling Adversarial Training to Large Perturbation Bounds
S Addepalli, S Jain, G Sriramanan, RV Babu
Supplementary Material: Boosting Adversarial Robustness using Feature Level Stochastic Smoothing
S Addepalli, S Jain, G Sriramanan, RV Babu
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