Dutta, Aritra

10 publications

CVPR 2024 Multiview Aerial Visual RECognition (MAVREC): Can Multi-View Improve Aerial Visual Perception? Aritra Dutta, Srijan Das, Jacob Nielsen, Rajatsubhra Chakraborty, Mubarak Shah

ECCV 2024 Towards Multi-Modal Transformers in Federated Learning Guangyu Sun, Matias Mendieta, Aritra Dutta, Xin Li, Chen Chen

TMLR 2023 Personalized Federated Learning with Communication Compression El houcine Bergou, Konstantin Pavlovich Burlachenko, Aritra Dutta, Peter Richtárik

NeurIPS 2021 DeepReduce: A Sparse-Tensor Communication Framework for Federated Deep Learning Hang Xu, Kelly Kostopoulou, Aritra Dutta, Xin Li, Alexandros Ntoulas, Panos Kalnis

NeurIPS 2021 Rethinking Gradient Sparsification as Total Error Minimization Atal Sahu, Aritra Dutta, Ahmed M. Abdelmoniem, Trambak Banerjee, Marco Canini, Panos Kalnis

AAAI 2020 On the Discrepancy Between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Panos Kalnis

AAAI 2019 A Nonconvex Projection Method for Robust PCA Aritra Dutta, Filip Hanzely, Peter Richtárik

WACV 2019 Online and Batch Supervised Background Estimation via L1 Regression Aritra Dutta, Peter Richtárik

ICCVW 2017 A Batch-Incremental Video Background Estimation Model Using Weighted Low-Rank Approximation of Matrices Xin Li, Aritra Dutta, Peter Richtárik

ICCVW 2017 Weighted Low Rank Approximation for Background Estimation Problems Xin Li, Aritra Dutta