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Huiyi Hu

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Morse Neural Networks for Uncertainty Quantification

Jul 02, 2023
Benoit Dherin, Huiyi Hu, Jie Ren, Michael W. Dusenberry, Balaji Lakshminarayanan

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Plex: Towards Reliability using Pretrained Large Model Extensions

Jul 15, 2022
Dustin Tran, Jeremiah Liu, Michael W. Dusenberry, Du Phan, Mark Collier, Jie Ren, Kehang Han, Zi Wang, Zelda Mariet, Huiyi Hu, Neil Band, Tim G. J. Rudner, Karan Singhal, Zachary Nado, Joost van Amersfoort, Andreas Kirsch, Rodolphe Jenatton, Nithum Thain, Honglin Yuan, Kelly Buchanan, Kevin Murphy, D. Sculley, Yarin Gal, Zoubin Ghahramani, Jasper Snoek, Balaji Lakshminarayanan

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Information-theoretic Online Memory Selection for Continual Learning

Apr 10, 2022
Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis Titsias

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One Pass ImageNet

Nov 03, 2021
Huiyi Hu, Ang Li, Daniele Calandriello, Dilan Gorur

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Wide Neural Networks Forget Less Catastrophically

Oct 21, 2021
Seyed Iman Mirzadeh, Arslan Chaudhry, Huiyi Hu, Razvan Pascanu, Dilan Gorur, Mehrdad Farajtabar

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Task-agnostic Continual Learning with Hybrid Probabilistic Models

Jun 24, 2021
Polina Kirichenko, Mehrdad Farajtabar, Dushyant Rao, Balaji Lakshminarayanan, Nir Levine, Ang Li, Huiyi Hu, Andrew Gordon Wilson, Razvan Pascanu

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Deep Ensembles: A Loss Landscape Perspective

Dec 05, 2019
Stanislav Fort, Huiyi Hu, Balaji Lakshminarayanan

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Cross-View Policy Learning for Street Navigation

Jun 13, 2019
Ang Li, Huiyi Hu, Piotr Mirowski, Mehrdad Farajtabar

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Learning from Delayed Outcomes with Intermediate Observations

Jul 24, 2018
Timothy A. Mann, Sven Gowal, Ray Jiang, Huiyi Hu, Balaji Lakshminarayanan, Andras Gyorgy

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End-to-End Interpretation of the French Street Name Signs Dataset

Feb 13, 2017
Raymond Smith, Chunhui Gu, Dar-Shyang Lee, Huiyi Hu, Ranjith Unnikrishnan, Julian Ibarz, Sacha Arnoud, Sophia Lin

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