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Naman D. Singh
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2020 – today
- 2025
- [i7]Francesco Croce, Christian Schlarmann, Naman Deep Singh, Matthias Hein:
Adversarially Robust CLIP Models Can Induce Better (Robust) Perceptual Metrics. CoRR abs/2502.11725 (2025) - 2024
- [c5]Francesco Croce, Naman D. Singh, Matthias Hein:
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models. ECCV (79) 2024: 180-197 - [c4]Christian Schlarmann, Naman Deep Singh, Francesco Croce, Matthias Hein:
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models. ICML 2024 - [i6]Christian Schlarmann, Naman Deep Singh, Francesco Croce, Matthias Hein:
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models. CoRR abs/2402.12336 (2024) - [i5]Naman Deep Singh, Francesco Croce, Matthias Hein:
Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP. CoRR abs/2412.00727 (2024) - 2023
- [c3]Naman Deep Singh, Francesco Croce, Matthias Hein:
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models. NeurIPS 2023 - [i4]Naman D. Singh, Francesco Croce, Matthias Hein:
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models. CoRR abs/2303.01870 (2023) - [i3]Francesco Croce, Naman D. Singh, Matthias Hein:
Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models. CoRR abs/2306.12941 (2023) - 2022
- [c2]Francesco Croce, Maksym Andriushchenko, Naman D. Singh, Nicolas Flammarion, Matthias Hein:
Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks. AAAI 2022: 6437-6445 - 2020
- [i2]Francesco Croce, Maksym Andriushchenko, Naman D. Singh, Nicolas Flammarion, Matthias Hein:
Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks. CoRR abs/2006.12834 (2020)
2010 – 2019
- 2019
- [c1]Amanjot Kaur, Bishal Ghosh
, Naman Deep Singh, Abhinav Dhall:
Domain Adaptation based Topic Modeling Techniques for Engagement Estimation in the Wild. FG 2019: 1-6 - 2018
- [i1]Naman D. Singh, Abhinav Dhall:
Clustering and Learning from Imbalanced Data. CoRR abs/1811.00972 (2018)
Coauthor Index
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