Nayak, Gaurav Kumar

13 publications

WACV 2025 DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID Nyle Siddiqui, Florinel Alin Croitoru, Gaurav Kumar Nayak, Radu Tudor Ionescu, Mubarak Shah

ICML 2025 MGD$^3$ : Mode-Guided Dataset Distillation Using Diffusion Models Jeffrey A Chan Santiago, Praveen Tirupattur, Gaurav Kumar Nayak, Gaowen Liu, Mubarak Shah

TMLR 2024 Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning M Yashwanth, Gaurav Kumar Nayak, Arya Singh, Yogesh Simmhan, Anirban Chakraborty

ECCV 2024 CityGuessr: City-Level Video Geo-Localization on a Global Scale Parth Parag Kulkarni, Gaurav Kumar Nayak, Mubarak Shah

CVPRW 2024 Data-Free Defense of Black Box Models Against Adversarial Attacks Gaurav Kumar Nayak, Inder Khatri, Ruchit Rawal, Anirban Chakraborty

WACV 2024 Minimizing Layerwise Activation Norm Improves Generalization in Federated Learning M. Yashwanth, Gaurav Kumar Nayak, Harsh Rangwani, Arya Singh, R. Venkatesh Babu, Anirban Chakraborty

WACV 2023 DE-CROP: Data-Efficient Certified Robustness for Pretrained Classifiers Gaurav Kumar Nayak, Ruchit Rawal, Anirban Chakraborty

NeurIPS 2023 GeoCLIP: CLIP-Inspired Alignment Between Locations and Images for Effective Worldwide Geo-Localization Vicente Vivanco Cepeda, Gaurav Kumar Nayak, Mubarak Shah

WACV 2022 DAD: Data-Free Adversarial Defense at Test Time Gaurav Kumar Nayak, Ruchit Rawal, Anirban Chakraborty

CVPRW 2022 Holistic Approach to Measure Sample-Level Adversarial Vulnerability and Its Utility in Building Trustworthy Systems Gaurav Kumar Nayak, Ruchit Rawal, Rohit Lal, Himanshu Patil, Anirban Chakraborty

WACV 2021 Effectiveness of Arbitrary Transfer Sets for Data-Free Knowledge Distillation Gaurav Kumar Nayak, Konda Reddy Mopuri, Anirban Chakraborty

AAAI 2020 DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier Sravanti Addepalli, Gaurav Kumar Nayak, Anirban Chakraborty, Venkatesh Babu Radhakrishnan

ICML 2019 Zero-Shot Knowledge Distillation in Deep Networks Gaurav Kumar Nayak, Konda Reddy Mopuri, Vaisakh Shaj, Venkatesh Babu Radhakrishnan, Anirban Chakraborty