Abhimanyu Dubey
Abhimanyu Dubey
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Año
Deep learning the city: Quantifying urban perception at a global scale
A Dubey, N Naik, D Parikh, R Raskar, CA Hidalgo
Proceedings of the European Conference on Computer Vision (ECCV), 196-212, 2016
1802016
Pairwise confusion for fine-grained visual classification
A Dubey, O Gupta, P Guo, R Raskar, R Farrell, N Naik
Proceedings of the European Conference on Computer Vision (ECCV), 70-86, 2018
842018
Maximum-entropy fine-grained classification
A Dubey, O Gupta, R Raskar, N Naik
Advances in Neural Information Processing Systems 31, 2018
502018
Reducing leakage in distributed deep learning for sensitive health data
P Vepakomma, O Gupta, A Dubey, R Raskar
arXiv preprint arXiv:1812.00564, 2019
382019
Defense against adversarial images using web-scale nearest-neighbor search
A Dubey, L Maaten, Z Yalniz, Y Li, D Mahajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
322019
Coreset-Based Neural Network Compression
A Dubey, M Chatterjee, N Ahuja
Proceedings of the European Conference on Computer Vision (ECCV), 454-470, 2018
312018
No Peek: A Survey of private distributed deep learning
P Vepakomma, T Swedish, R Raskar, O Gupta, A Dubey
arXiv preprint arXiv:1812.03288, 2018
262018
Closing the AI Knowledge Gap
Z Epstein, BH Payne, JH Shen, A Dubey, B Felbo, M Groh, N Obradovich, ...
arXiv preprint arXiv:1803.07233, 2018
212018
Computer vision and real estate: Do looks matter and do incentives determine looks
EL Glaeser, MS Kincaid, N Naik
National Bureau of Economic Research Working Paper Series, 2018
182018
Tristan Swedish, Ramesh Raskar, Otkrist Gupta, and Abhimanyu Dubey. No peek: A survey of private distributed deep learning
P Vepakomma
arXiv preprint arXiv:1812.03288, 2018
132018
MemeSequencer: Sparse Matching for Embedding Image Macros
A Dubey, E Moro, M Cebrian, I Rahwan
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 1225-1235, 2018
102018
Modeling Image Virality with Pairwise Spatial Transformer Networks
A Dubey, S Agarwal
Proceedings of the 2017 ACM on Multimedia Conference, 663-671, 2017
72017
Differentially-Private Federated Linear Bandits
A Dubey, A Pentland
Advances in Neural Information Processing Systems, 2020
62020
Kernel methods for cooperative multi-agent contextual bandits
A Dubey, A Pentland
International Conference on Machine Learning, 2740-2750, 2020
62020
Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning
D Adjodah, D Calacci, A Dubey, A Goyal, P Krafft, E Moro, A Pentland
arXiv preprint arXiv:1902.06740, 2019
62019
Tristan Swedish, Ramesh Raskar, Otkrist Gupta, and Abhimanyu Dubey
P Vepakomma
No peek: A survey of private distributed deep learning. CoRR, abs/1812.03288, 2018
62018
Training with confusion for fine-grained visual classification
A Dubey, O Gupta, P Guo, R Raskar, R Farrell, N Naik
CoRR, 2017
52017
Cooperative multi-agent bandits with heavy tails
A Dubey, A Pentland
International Conference on Machine Learning, 2730-2739, 2020
42020
Private and Byzantine-Proof Cooperative Decision-Making.
A Dubey, A Pentland
AAMAS, 357-365, 2020
42020
TuringBox: An Experimental Platform for the Evaluation of AI Systems
Z Epstein, BH Payne, JH Shen, CJ Hong, B Felbo, A Dubey, M Groh, ...
IJCAI, 5826-5828, 2018
42018
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