Yu Wang

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 10

Top Topics

Generative Model

Learning Algorithm

Feature Detection

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE J. Sel. Top. Signal Process.

Publications

Yu Wang, Jingyang Lin, Qi Cai, Yingwei Pan, Ting Yao, Hongyang Chao, Tao Mei
A Low Rank Promoting Prior for Unsupervised Contrastive Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Ting Yao, Yehao Li, Yingwei Pan, Yu Wang, Xiao-Ping Zhang, Tao Mei
Dual Vision Transformer. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Yu Wang, Jingjing Zou, Jingyang Lin, Qing Ling, Yingwei Pan, Ting Yao, Tao Mei
Out-of-Distribution Detection via Conditional Kernel Independence Model. NeurIPS (2022)
Yu Wang, Bin Dai, Gang Hua, John Aston, David P. Wipf
Recurrent Variational Autoencoders for Learning Nonlinear Generative Models in the Presence of Outliers. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Bin Dai, Yu Wang, John Aston, Gang Hua, David P. Wipf
Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models. J. Mach. Learn. Res. 19 (2018)
Yu Wang, Bin Dai, Gang Hua, John Aston, David P. Wipf
Green Generative Modeling: Recycling Dirty Data using Recurrent Variational Autoencoders. UAI (2017)
Bin Dai, Yu Wang, John Aston, Gang Hua, David P. Wipf
Veiled Attributes of the Variational Autoencoder. CoRR (2017)
Wei Chen, David P. Wipf, Yu Wang, Yang Liu, Ian J. Wassell
Simultaneous Bayesian Sparse Approximation With Structured Sparse Models. IEEE Trans. Signal Process. 64 (23) (2016)
Yu Wang, David P. Wipf, Jeong-Min Yun, Wei Chen, Ian J. Wassell
Clustered Sparse Bayesian Learning. UAI (2015)
Yu Wang, David P. Wipf, Qing Ling, Wei Chen, Ian J. Wassell
Multi-Task Learning for Subspace Segmentation. ICML (2015)
Yu Wang, David P. Wipf, Wei Chen, Ian J. Wassell
Exploiting the convex-concave penalty for tracking: A novel dynamic reweighted sparse Bayesian learning algorithm. ICASSP (2014)
Yu Wang, Wei Chen, Ian J. Wassell
Exploiting hidden block sparsity: Interdependent matching pursuit for cyclic feature detection. GLOBECOM (2013)