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Gaurav Kumar Nayak
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Zero-Shot Knowledge Distillation in Deep Networks
GK Nayak, KR Mopuri, V Shaj, RV Babu, A Chakraborty
International Conference on Machine Learning (ICML), 4743-4751, 2019
2422019
Degan: Data-enriching gan for retrieving representative samples from a trained classifier
S Addepalli, GK Nayak, A Chakraborty, VB Radhakrishnan
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3130-3137, 2020
352020
Classification of normal versus malignant cells in B-ALL white blood cancer microscopic images
A Honnalgere, G Nayak
ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging: Select …, 2019
292019
Development and comparative analysis of fuzzy inference systems for predicting customer buying behavior
GK Nayak, SJ Narayanan, I Paramasivam
International Journal of Engineering and Technology 5 (5), 4093-4108, 2013
212013
Effectiveness of arbitrary transfer sets for data-free knowledge distillation
GK Nayak, KR Mopuri, A Chakraborty
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
192021
Dad: Data-free adversarial defense at test time
GK Nayak, R Rawal, A Chakraborty
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
112022
Mining Data Impressions From Deep Models as Substitute for the Unavailable Training Data
GK Nayak, KR Mopuri, S Jain, A Chakraborty
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 8465 …, 2021
82021
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
VV Cepeda, GK Nayak, M Shah
arXiv preprint arXiv:2309.16020, 2023
62023
Fusion of Deep and Non-Deep Methods for Fast Super-Resolution of Satellite Images
GK Nayak, S Jain, RV Babu, A Chakraborty
2020 IEEE Sixth International Conference on Multimedia Big Data (BigMM), 267-271, 2020
32020
Efficient person re-identification in videos using sequence lazy greedy determinantal point process (slgdpp)
GK Nayak, U Shreemali, RV Babu, A Chakraborty
2019 IEEE International Conference on Image Processing (ICIP), 4569-4573, 2019
32019
De-crop: Data-efficient certified robustness for pretrained classifiers
GK Nayak, R Rawal, A Chakraborty
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
22023
Holistic approach to measure sample-level adversarial vulnerability and its utility in building trustworthy systems
GK Nayak, R Rawal, R Lal, H Patil, A Chakraborty
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
22022
Beyond Classification: Knowledge Distillation using Multi-Object Impressions
GK Nayak, M Keswani, S Seshadri, A Chakraborty
The British Machine Vision Conference (BMVC), 2021
22021
Robust image geolocalization
A Arularasu, PP Kulkarni, GK Nayak, M Shah
Technical report, 2023. 8, 2023
12023
Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition
R Gupta, N Akhtar, GK Nayak, A Mian, M Shah
arXiv preprint arXiv:2211.13171, 2022
12022
Data-free Defense of Black Box Models Against Adversarial Attacks
GK Nayak, I Khatri, R Rawal, A Chakraborty
arXiv preprint arXiv:2211.01579, 2022
12022
Incremental Learning for Animal Pose Estimation using RBF k-DPP
GK Nayak, H Shah, A Chakraborty
The British Machine Vision Conference (BMVC), 2021
12021
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
V Vivanco Cepeda, GK Nayak, M Shah
Advances in Neural Information Processing Systems 36, 2024
2024
Robust Few-Shot Learning Without Using Any Adversarial Samples
GK Nayak, R Rawal, I Khatri, A Chakraborty
IEEE Transactions on Neural Networks and Learning Systems, 2024
2024
Minimizing Layerwise Activation Norm Improves Generalization in Federated Learning
M Yashwanth, GK Nayak, H Rangwani, A Singh, RV Babu, A Chakraborty
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
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