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Abhimanyu Dubey
Abhimanyu Dubey
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The llama 3 herd of models
A Grattafiori, A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, ...
arXiv preprint arXiv:2407.21783, 2024
3827*2024
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
5852016
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
2882018
Maximum-entropy fine-grained classification
A Dubey, O Gupta, R Raskar, N Naik
Advances in Neural Information Processing Systems 31, 2018
2392018
Emu: Enhancing image generation models using photogenic needles in a haystack
X Dai, J Hou, CY Ma, S Tsai, J Wang, R Wang, P Zhang, S Vandenhende, ...
arXiv preprint arXiv:2309.15807, 2023
1732023
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
1422018
Differentially-Private Federated Linear Bandits
A Dubey, A Pentland
Advances in Neural Information Processing Systems, 2020
1342020
Reducing leakage in distributed deep learning for sensitive health data
P Vepakomma, O Gupta, A Dubey, R Raskar
arXiv preprint arXiv:1812.00564 2, 8, 2019
1122019
Adaptive methods for real-world domain generalization
A Dubey, V Ramanathan, A Pentland, D Mahajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1052021
Coreset-Based Neural Network Compression
A Dubey, M Chatterjee, N Ahuja
Proceedings of the European Conference on Computer Vision (ECCV), 454-470, 2018
1022018
Paco: Parts and attributes of common objects
V Ramanathan, A Kalia, V Petrovic, Y Wen, B Zheng, B Guo, R Wang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
962023
Filtering, distillation, and hard negatives for vision-language pre-training
F Radenovic, A Dubey, A Kadian, T Mihaylov, S Vandenhende, Y Patel, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
842023
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
672019
Neural basis models for interpretability
F Radenovic, A Dubey, D Mahajan
Advances in Neural Information Processing Systems 35, 8414-8426, 2022
612022
Cooperative multi-agent bandits with heavy tails
A Dubey, A Pentland
International Conference on Machine Learning, 2730-2739, 2020
572020
Cola: A benchmark for compositional text-to-image retrieval
A Ray, F Radenovic, A Dubey, B Plummer, R Krishna, K Saenko
Advances in Neural Information Processing Systems 36, 46433-46445, 2023
49*2023
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
472018
Scalable interpretability via polynomials
A Dubey, F Radenovic, D Mahajan
Advances in neural information processing systems 35, 36748-36761, 2022
392022
Kernel methods for cooperative multi-agent contextual bandits
A Dubey, A Pentland
International Conference on Machine Learning, 2740-2750, 2020
392020
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
382018
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