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Nandi, S and Addepalli, S and Rangwani, H and Babu, RV (2023) Certified Adversarial Robustness Within Multiple Perturbation Bounds. In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023, 18 - 22 June 2023, Vancouver, BC, Canada, pp. 2298-2305.
Addepalli, S and Nasery, A and Netrapalli, P and Babu, VR and Jain, P (2023) FEATURE RECONSTRUCTION FROM OUTPUTS CAN MITIGATE SIMPLICITY BIAS IN NEURAL NETWORKS. In: 11th International Conference on Learning Representations, ICLR 2023, 1 May 2023through 5 May 2023, Kigali.
Addepalli, S and Jain, S and Sriramanan, G and Venkatesh Babu, R (2022) Scaling Adversarial Training to Large Perturbation Bounds. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 23 - 27 October 2022, Tel Aviv, pp. 301-316.
Addepalli, S and Bhogale, K and Dey, P and Babu, RV (2022) Towards Efficient and Effective Self-supervised Learning of Visual Representations. In: 17th European Conference on Computer Vision, ECCV 2022, 23 - 27 October 2022, Tel Aviv, pp. 523-538.
Addepalli, S and Jain, S and Sriramanan, G and Babu, RV (2021) Boosting adversarial robustness using feature level stochastic smoothing. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 19-25 June 2021, Nashville, pp. 93-102.
Addepalli, S and Tamboli, D and Babu, RV and Banerjee, B (2020) Saliency-Driven Class Impressions for Feature Visualization of Deep Neural Networks. In: Proceedings - International Conference on Image Processing, 25-28, September 2020, Virtual, Abu Dhabi; United Arab Emirates, pp. 1936-1940.
Addepalli, S and Vivek, BS and Baburaj, A and Sriramanan, G and Venkatesh Babu, R (2020) Towards Achieving Adversarial Robustness by Enforcing Feature Consistency across Bit Planes. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 14-19 JUne 2020, Virtual, Online, pp. 1017-1026.
Addepalli, S and Nayak, GK and Chakraborty, A and Babu, RV (2020) Degan: Data-enriching gan for retrieving representative samples from a trained classifier. In: AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, 7 - 12 February 2020, New York, pp. 3130-3137.
Sriramanan, G and Addepalli, S and Baburaj, A and Venkatesh Babu, R (2020) Guided adversarial attack for evaluating and enhancing adversarial defenses. In: 34th Conference on Neural Information Processing Systems, NeurIPS 2020, 6-12, December, 2020, Virtual, Online.
