Naman D. Singh

According to our database, Naman D. Singh authored at least 6 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models.

Christian Schlarmann, Naman Deep Singh, Francesco Croce, Matthias Hein

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models.

Francesco Croce, Naman D. Singh, Matthias Hein

CoRR, 2023

Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models.

Naman Deep Singh, Francesco Croce, Matthias Hein

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.

Francesco Croce, Maksym Andriushchenko, Naman D. Singh, Nicolas Flammarion, Matthias Hein

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2019

Domain Adaptation based Topic Modeling Techniques for Engagement Estimation in the Wild.

Amanjot Kaur, Bishal Ghosh, Naman Deep Singh, Abhinav Dhall

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

Clustering and Learning from Imbalanced Data.

Naman D. Singh, Abhinav Dhall

CoRR, 2018