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Samyak Parajuli
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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
19372021
Dynamic adaptation of deep neural networks
SM Chai, AN Raghavan, S Parajuli
US Patent 11,429,862, 2022
1522022
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) 2, 2020
302020
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
182019
Explore and control with adversarial surprise
A Fickinger, N Jaques, S Parajuli, M Chang, N Rhinehart, G Berseth, ...
arXiv preprint arXiv:2107.07394, 2021
102021
Dynamically throttleable neural networks (TNN)
H Liu, S Parajuli, J Hostetler, S Chai, B Bhanu
arXiv preprint arXiv:2011.02836, 2020
10*2020
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
92018
Amago-2: Breaking the multi-task barrier in meta-reinforcement learning with transformers
J Grigsby, J Sasek, S Parajuli, ID Adebi, A Zhang, Y Zhu
Advances in Neural Information Processing Systems 37, 87473-87508, 2024
32024
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
22024
RL Zero: Zero-Shot Language to Behaviors without any Supervision
H Sikchi, S Agarwal, P Jajoo, S Parajuli, C Chuck, M Rudolph, P Stone, ...
arXiv preprint arXiv:2412.05718, 2024
2024
DreamGarden: A Designer Assistant for Growing Games from a Single Prompt
S Earle, S Parajuli, A Banburski-Fahey
arXiv preprint arXiv:2410.01791, 2024
2024
Social Conjuring: Multi-User Runtime Collaboration with AI in Building Virtual 3D Worlds
A Kobenova, C DeVeaux, S Parajuli, A Banburski-Fahey, JA Fernandez, ...
arXiv preprint arXiv:2410.00274, 2024
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, ...
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