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RobArch: Designing Robust Architectures against Adversarial Attacks


Jan 08, 2023
ShengYun Peng, Weilin Xu, Cory Cornelius, Kevin Li, Rahul Duggal, Duen Horng Chau, Jason Martin

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Neighboring state-based RL Exploration


Dec 21, 2022
Jeffery Cheng, Kevin Li, Justin Lin, Pedro Pachuca

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NeuroMapper: In-browser Visualizer for Neural Network Training


Oct 22, 2022
Zhiyan Zhou, Kevin Li, Haekyu Park, Megan Dass, Austin Wright, Nilaksh Das, Duen Horng Chau

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* IEEE VIS 2022 

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Beyond Bayes-optimality: meta-learning what you know you don't know


Oct 12, 2022
Jordi Grau-Moya, Grégoire Delétang, Markus Kunesch, Tim Genewein, Elliot Catt, Kevin Li, Anian Ruoss, Chris Cundy, Joel Veness, Jane Wang, Marcus Hutter, Christopher Summerfield, Shane Legg, Pedro Ortega

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* 33 pages, 8 figures, technical report 

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MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning


Jul 18, 2021
Kevin Li, Abhishek Gupta, Ashwin Reddy, Vitchyr Pong, Aurick Zhou, Justin Yu, Sergey Levine

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* Accepted to ICML 2021. First two authors contributed equally 

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FlowDB a large scale precipitation, river, and flash flood dataset


Dec 21, 2020
Isaac Godfried, Kriti Mahajan, Maggie Wang, Kevin Li, Pranjalya Tiwari

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* NeurIPS 2020 Workshop Tackling Climate Change with Machine Learning 

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