Huiyi Hu

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 18

Top Venues

CoRR

ICML

Artif. Intell. Medicine

ECCV Workshops (1)

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

Benoit Dherin, Huiyi Hu, Jie Ren, Michael W. Dusenberry, Balaji Lakshminarayanan
Morse Neural Networks for Uncertainty Quantification. CoRR (2023)
Tao Yu, Ne Lin, Xu Zhang, Yanqi Pan, Huiyi Hu, Wenfang Zheng, Jiquan Liu, Weiling Hu, Huilong Duan, Jianmin Si
An end-to-end tracking method for polyp detectors in colonoscopy videos. Artif. Intell. Medicine 131 (2022)
Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis K. Titsias
Information-theoretic Online Memory Selection for Continual Learning. ICLR (2022)
Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis K. Titsias
Information-theoretic Online Memory Selection for Continual Learning. CoRR (2022)
Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar
Wide Neural Networks Forget Less Catastrophically. ICML (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
Plex: Towards Reliability using Pretrained Large Model Extensions. CoRR (2022)
Huiyi Hu, Wenfang Zheng, Xu Zhang, Xinsen Zhang, Jiquan Liu, Weiling Hu, Huilong Duan, Jianmin Si
Content-based gastric image retrieval using convolutional neural networks. Int. J. Imaging Syst. Technol. 31 (1) (2021)
Polina Kirichenko, Mehrdad Farajtabar, Dushyant Rao, Balaji Lakshminarayanan, Nir Levine, Ang Li, Huiyi Hu, Andrew Gordon Wilson, Razvan Pascanu
Task-agnostic Continual Learning with Hybrid Probabilistic Models. CoRR (2021)
Huiyi Hu, Ang Li, Daniele Calandriello, Dilan Görür
One Pass ImageNet. CoRR (2021)
Seyed-Iman Mirzadeh, Arslan Chaudhry, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar
Wide Neural Networks Forget Less Catastrophically. CoRR (2021)
Changning Li, Gang Yu, Baochuan Fu, Huiyi Hu, Xueli Zhu, Qixin Zhu
Fault Separation and Detection for Compound Bearing-Gear fault Condition Based on Decomposition of Marginal Hilbert Spectrum. IEEE Access 7 (2019)
Timothy A. Mann, Sven Gowal, András György, Huiyi Hu, Ray Jiang, Balaji Lakshminarayanan, Prav Srinivasan
Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems. ICML (2019)
Ang Li, Huiyi Hu, Piotr Mirowski, Mehrdad Farajtabar
Cross-View Policy Learning for Street Navigation. CoRR (2019)
Stanislav Fort, Huiyi Hu, Balaji Lakshminarayanan
Deep Ensembles: A Loss Landscape Perspective. CoRR (2019)
Ang Li, Huiyi Hu, Piotr Mirowski, Mehrdad Farajtabar
Cross-View Policy Learning for Street Navigation. ICCV (2019)
Timothy A. Mann, Sven Gowal, Ray Jiang, Huiyi Hu, Balaji Lakshminarayanan, András György
Learning from Delayed Outcomes with Intermediate Observations. CoRR (2018)
Raymond Smith, Chunhui Gu, Dar-Shyang Lee, Huiyi Hu, Ranjith Unnikrishnan, Julian Ibarz, Sacha Arnoud, Sophia Lin
End-to-End Interpretation of the French Street Name Signs Dataset. CoRR (2017)
Raymond Smith, Chunhui Gu, Dar-Shyang Lee, Huiyi Hu, Ranjith Unnikrishnan, Julian Ibarz, Sacha Arnoud, Sophia Lin
End-to-End Interpretation of the French Street Name Signs Dataset. ECCV Workshops (1) (2016)
Huiyi Hu, Brendt Wohlberg, Rick Chartrand
Task-driven dictionary learning for inpainting. ICASSP (2014)
Huiyi Hu, Justin Sunu, Andrea L. Bertozzi
Multi-class Graph Mumford-Shah Model for Plume Detection Using the MBO scheme. EMMCVPR (2014)
Xavier Bresson, Huiyi Hu, Thomas Laurent, Arthur Szlam, James H. von Brecht
An Incremental Reseeding Strategy for Clustering. CoRR (2014)
Huiyi Hu, Thomas Laurent, Mason A. Porter, Andrea L. Bertozzi
A Method Based on Total Variation for Network Modularity Optimization Using the MBO Scheme. SIAM J. Appl. Math. 73 (6) (2013)
Huiyi Hu, Yongsong Xiao, Rui Ding
Multi-Innovation Stochastic Gradient Identification Algorithm for Hammerstein Controlled Autoregressive Autoregressive Systems Based on the Key Term Separation Principle and on the Model Decomposition. J. Appl. Math. 2013 (2013)
Huiyi Hu, Thomas Laurent, Mason A. Porter, Andrea L. Bertozzi
A Method Based on Total Variation for Network Modularity Optimization using the MBO Scheme CoRR (2013)
Yves van Gennip, Huiyi Hu, Blake Hunter, Mason A. Porter
Geosocial Graph-Based Community Detection. ICDM Workshops (2012)
Huiyi Hu, Yves van Gennip, Blake Hunter, Andrea L. Bertozzi, Mason A. Porter
Multislice Modularity Optimization in Community Detection and Image Segmentation. ICDM Workshops (2012)
Huiyi Hu, Feng Ding
An iterative least squares estimation algorithm for controlled moving average systems based on matrix decomposition. Appl. Math. Lett. 25 (12) (2012)
Yves van Gennip, Huiyi Hu, Blake Hunter, Mason A. Porter
Geosocial Graph-Based Community Detection CoRR (2012)
Huiyi Hu, Yves van Gennip, Blake Hunter, Mason A. Porter, Andrea L. Bertozzi
Multislice Modularity Optimization in Community Detection and Image Segmentation. CoRR (2012)

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Publication Activity (10 Years)

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Huiyi Hu