Yang Li

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Labeled Samples

Metric Learning

Pairwise Similarities

Supervised Learning

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Image Process.

Publications

Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Contrastive Bayesian Analysis for Deep Metric Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Contrastive Bayesian Analysis for Deep Metric Learning. CoRR (2022)
Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval. IEEE Trans. Image Process. 31 (2022)
Shichao Kan, Yi Cen, Yigang Cen, Vladimir Mladenovic, Yang Li, Zhihai He
Zero-Shot Learning to Index on Semantic Trees for Scalable Image Retrieval. IEEE Trans. Image Process. 30 (2021)
Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning. CVPR (2021)
Yang Li, Zhiqun Zhao, Hao Sun, Yigang Cen, Zhihai He
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. IEEE Trans. Multim. 23 (2021)
Yang Li, Shichao Kan, Wenming Cao, Zhihai He
Learned Model Composition With Critical Sample Look-Ahead for Semi-Supervised Learning on Small Sets of Labeled Samples. IEEE Trans. Circuits Syst. Video Technol. 31 (9) (2021)
Yang Li, Shichao Kan, Jianhe Yuan, Wenming Cao, Zhihai He
Spatial Assembly Networks for Image Representation Learning. CVPR (2021)
Yang Li, Shichao Kan, Zhihai He
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss. ECCV (11) (2020)
Hengyou Wang, Yang Li, Yigang Cen, Zhihai He
Multi-Matrices Low-Rank Decomposition With Structural Smoothness for Image Denoising. IEEE Trans. Circuits Syst. Video Technol. 30 (2) (2020)
Yang Li, Shichao Kan, Zhihai He
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss. CoRR (2020)
Yang Li, Jianhe Yuan, Zhiqun Zhao, Hao Sun, Zhihai He
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. CoRR (2019)
Zhi Zhang, Guanghan Ning, Yigang Cen, Yang Li, Zhiqun Zhao, Hao Sun, Zhihai He
Progressive Neural Networks for Image Classification. CoRR (2018)
Haohong Wang, Yaoyuan Fu, Yang Li, Guanghan Ning, Zhihai He, Mengwen Liu
A New TV World for Kids - When ZUI Meets Deep Learning. MIPR (2018)