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Umang Gupta
Umang Gupta
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Title
Cited by
Cited by
Year
Deep generative dual memory network for continual learning
N Kamra, U Gupta, Y Liu
arXiv preprint arXiv:1710.10368, 2017
1652017
Secure neuroimaging analysis using federated learning with homomorphic encryption
D Stripelis, H Saleem, T Ghai, N Dhinagar, U Gupta, C Anastasiou, ...
17th International Symposium on Medical Information Processing and Analysis …, 2021
412021
Controllable guarantees for fair outcomes via contrastive information estimation
U Gupta, AM Ferber, B Dilkina, G Ver Steeg
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7610-7619, 2021
402021
Policy learning for continuous space security games using neural networks
N Kamra, U Gupta, F Fang, Y Liu, M Tambe
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
382018
Mitigating gender bias in distilled language models via counterfactual role reversal
U Gupta, J Dhamala, V Kumar, A Verma, Y Pruksachatkun, S Krishna, ...
Findings of the Association for Computational Linguistics: ACL 2022, 658–678, 2022
302022
Membership inference attacks on deep regression models for neuroimaging
U Gupta, D Stripelis, PK Lam, P Thompson, JL Ambite, G Ver Steeg
Medical Imaging with Deep Learning, 228-251, 2021
302021
Attributing fair decisions with attention interventions
N Mehrabi, U Gupta, F Morstatter, GV Steeg, A Galstyan
TrustNLP Workshop @ NAACL 2022, 2022
272022
Improved brain age estimation with slice-based set networks
U Gupta, PK Lam, G Ver Steeg, PM Thompson
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 840-844, 2021
272021
Deep transfer learning with ontology for image classification
U Gupta, S Chaudhury
2015 Fifth National Conference on Computer Vision, Pattern Recognition …, 2015
262015
Personality traits identification using rough sets based machine learning
U Gupta, N Chatterjee
2013 International Symposium on Computational and Business Intelligence, 182-185, 2013
252013
DeepFP for finding Nash equilibrium in continuous action spaces
N Kamra, U Gupta, K Wang, F Fang, Y Liu, M Tambe
Decision and Game Theory for Security: 10th International Conference …, 2019
182019
Deep fictitious play for games with continuous action spaces
N Kamra, U Gupta, K Wang, F Fang, Y Liu, M Tambe
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
132019
Automated determination of g-mode period spacing of red giant stars
A Datta, A Mazumdar, U Gupta, S Hekker
Monthly Notices of the Royal Astronomical Society 447 (2), 1935-1950, 2015
132015
Secure federated learning for neuroimaging
D Stripelis, U Gupta, H Saleem, N Dhinagar, T Ghai, R Sanchez, ...
arXiv preprint arXiv:2205.05249, 2022
102022
Federated progressive sparsification (purge, merge, tune)+
D Stripelis, U Gupta, GV Steeg, JL Ambite
FL-NeurIPS 2022 (Workshop on Federated Learning: Recent Advances and New …, 2022
62022
Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models
U Gupta, T Chattopadhyay, N Dhinagar, PM Thompson, G Ver Steeg
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
32023
Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age prediction
D Komandur, U Gupta, T Chattopadhyay, NJ Dhinagar, SI Thomopoulos, ...
2023 19th International Symposium on Medical Information Processing and …, 2023
12023
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning
U Gupta, A Galstyan, GV Steeg
Findings of the Association for Computational Linguistics: ACL 2023, 2023
12023
Predicting dementia severity by merging anatomical and diffusion MRI with deep 3D convolutional neural networks
T Chattopadhyay, A Singh, NA Joshy, SI Thomopoulos, TM Nir, H Zheng, ...
18th International Symposium on Medical Information Processing and Analysis …, 2023
12023
VQ-TR: Vector Quantized Attention for Time Series Forecasting
K Rasul, A Bennett, P Vicente, U Gupta, H Ghonia, A Schneider, ...
The Twelfth International Conference on Learning Representations, 2023
2023
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