The many faces of robustness: A critical analysis of out-of-distribution generalization D Hendrycks, S Basart, N Mu, S Kadavath, F Wang, E Dorundo, R Desai, ... Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 1258 | 2021 |
Dynamic adaptation of deep neural networks SM Chai, AN Raghavan, S Parajuli US Patent 11,429,862, 2022 | 96 | 2022 |
The many faces of robustness: A critical analysis of out-of-distribution generalization. 2021 IEEE D Hendrycks, S Basart, N Mu, S Kadavath, F Wang, E Dorundo, R Desai, ... CVF International Conference on Computer Vision (ICCV), 8320-8329, 2020 | 21 | 2020 |
Inter-level cooperation in hierarchical reinforcement learning AR Kreidieh, G Berseth, B Trabucco, S Parajuli, S Levine, AM Bayen arXiv preprint arXiv:1912.02368, 2019 | 14 | 2019 |
Explore and control with adversarial surprise A Fickinger, N Jaques, S Parajuli, M Chang, N Rhinehart, G Berseth, ... arXiv preprint arXiv:2107.07394, 2021 | 9 | 2021 |
Generalized ternary connect: end-to-end learning and compression of multiplication-free deep neural networks S Parajuli, A Raghavan, S Chai arXiv preprint arXiv:1811.04985, 2018 | 9 | 2018 |
Dynamically throttleable neural networks (TNN) H Liu, S Parajuli, J Hostetler, S Chai, B Bhanu arXiv preprint arXiv:2011.02836, 2020 | 7* | 2020 |
Let's Go Shopping (LGS)--Web-Scale Image-Text Dataset for Visual Concept Understanding Y Bai, U Garg, A Shanker, H Zhang, S Parajuli, E Bas, I Filipovic, AN Chu, ... arXiv preprint arXiv:2401.04575, 2024 | | 2024 |
Dynamic adaptation of deep neural networks SM Chai, AN RAGHAVAN, S PARAJULI | | 2024 |
Learning Generalizable Multi-Lane Mixed-Autonomy Behaviors in Single Lane Representations of Traffic AR Kreidieh, Y Zhao, S Parajuli, A Bayen arXiv preprint arXiv:2112.04688, 2021 | | 2021 |
A Critical Analysis of Distribution Shift D Hendrycks, S Basart, N Mu, S Kadavath, F Wang, E Dorundo, R Desai, ... | | 2020 |