Naman D. Singh
According to our database1,
Naman D. Singh authored at least 12 papers
between 2018 and 2025.
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Bibliography
2025
Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs.
CoRR, September, 2025
CoRR, May, 2025
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2025
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025
2024
CoRR, 2024
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models.
Proceedings of the Computer Vision - ECCV 2024, 2024
2023
Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models.
CoRR, 2023
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2019
Domain Adaptation based Topic Modeling Techniques for Engagement Estimation in the Wild.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
2018