Huiyi Hu

According to our database, Huiyi Hu authored at least 24 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Morse Neural Networks for Uncertainty Quantification.

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

CoRR, 2023

2022

Plex: Towards Reliability using Pretrained Large Model Extensions.

Dustin Tran, Jeremiah Z. 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

CoRR, 2022

An end-to-end tracking method for polyp detectors in colonoscopy videos.

Tao Yu, Ne Lin, Xu Zhang, Yanqi Pan, Huiyi Hu, Wenfang Zheng, Jiquan Liu, Weiling Hu, Huilong Duan, Jianmin Si

Artif. Intell. Medicine, 2022

Wide Neural Networks Forget Less Catastrophically.

Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar

Proceedings of the International Conference on Machine Learning, 2022

Information-theoretic Online Memory Selection for Continual Learning.

Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis K. Titsias

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Content-based gastric image retrieval using convolutional neural networks.

Huiyi Hu, Wenfang Zheng, Xu Zhang, Xinsen Zhang, Jiquan Liu, Weiling Hu, Huilong Duan, Jianmin Si

Int. J. Imaging Syst. Technol., 2021

One Pass ImageNet.

Huiyi Hu, Ang Li, Daniele Calandriello, Dilan Görür

CoRR, 2021

Wide Neural Networks Forget Less Catastrophically.

Seyed-Iman Mirzadeh, Arslan Chaudhry, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar

CoRR, 2021

Task-agnostic Continual Learning with Hybrid Probabilistic Models.

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

CoRR, 2021

2019

Deep Ensembles: A Loss Landscape Perspective.

Stanislav Fort, Huiyi Hu, Balaji Lakshminarayanan

CoRR, 2019

Fault Separation and Detection for Compound Bearing-Gear fault Condition Based on Decomposition of Marginal Hilbert Spectrum.

Changning Li, Gang Yu, Baochuan Fu, Huiyi Hu, Xueli Zhu, Qixin Zhu

IEEE Access, 2019

Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems.

Timothy A. Mann, Sven Gowal, András György, Huiyi Hu, Ray Jiang, Balaji Lakshminarayanan, Prav Srinivasan

Proceedings of the 36th International Conference on Machine Learning, 2019

Cross-View Policy Learning for Street Navigation.

Ang Li, Huiyi Hu, Piotr Mirowski, Mehrdad Farajtabar

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Learning from Delayed Outcomes with Intermediate Observations.

Timothy A. Mann, Sven Gowal, Ray Jiang, Huiyi Hu, Balaji Lakshminarayanan, András György

CoRR, 2018

2016

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

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

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015

Graph Based Models for Unsupervised High Dimensional Data Clustering and Network Analysis.

Huiyi Hu

PhD thesis, 2015

2014

An Incremental Reseeding Strategy for Clustering.

Xavier Bresson, Huiyi Hu, Thomas Laurent, Arthur Szlam, James H. von Brecht

CoRR, 2014

Task-driven dictionary learning for inpainting.

Huiyi Hu, Brendt Wohlberg, Rick Chartrand

Proceedings of the IEEE International Conference on Acoustics, 2014

Multi-class Graph Mumford-Shah Model for Plume Detection Using the MBO scheme.

Huiyi Hu, Justin Sunu, Andrea L. Bertozzi

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

2013

A Method Based on Total Variation for Network Modularity Optimization Using the MBO Scheme.

Huiyi Hu, Thomas Laurent, Mason A. Porter, Andrea L. Bertozzi

SIAM J. Appl. Math., 2013

Multi-Innovation Stochastic Gradient Identification Algorithm for Hammerstein Controlled Autoregressive Autoregressive Systems Based on the Key Term Separation Principle and on the Model Decomposition.

Huiyi Hu, Yongsong Xiao, Rui Ding

J. Appl. Math., 2013

2012

An iterative least squares estimation algorithm for controlled moving average systems based on matrix decomposition.

Huiyi Hu, Feng Ding

Appl. Math. Lett., 2012

Multislice Modularity Optimization in Community Detection and Image Segmentation.

Huiyi Hu, Yves van Gennip, Blake Hunter, Andrea L. Bertozzi, Mason A. Porter

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Geosocial Graph-Based Community Detection.

Yves van Gennip, Huiyi Hu, Blake Hunter, Mason A. Porter

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012