Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ya Zhang

Knowledge distillation from multi-modal to mono-modal segmentation networks


Jun 17, 2021
Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, Isabelle Bloch, Pietro Gori

* MICCAI 2020 
* MICCAI 2020 

  Access Paper or Ask Questions

A Fourier-based Framework for Domain Generalization


May 24, 2021
Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian

* Accepted as CVPR 2021 oral 

  Access Paper or Ask Questions

Contrastive Conditional Transport for Representation Learning


May 08, 2021
Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor Tsang, Jingren Zhou, Mingyuan Zhou


  Access Paper or Ask Questions

Collaborative Label Correction via Entropy Thresholding


Apr 27, 2021
Hao Wu, Jiangchao Yao, Jiajie Wang, Yinru Chen, Ya Zhang, Yanfeng Wang

* ICDM 2019 

  Access Paper or Ask Questions

Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization


Apr 06, 2021
Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Qi Tian


  Access Paper or Ask Questions

Spatio-Temporal Sparsification for General Robust Graph Convolution Networks


Mar 23, 2021
Mingming Lu, Ya Zhang


  Access Paper or Ask Questions

Uncertainty-aware Incremental Learning for Multi-organ Segmentation


Mar 09, 2021
Yuhang Zhou, Xiaoman Zhang, Shixiang Feng, Ya Zhang, Yanfeng


  Access Paper or Ask Questions

Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining


Mar 09, 2021
Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu


  Access Paper or Ask Questions

Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation


Dec 17, 2020
Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang

* Accepted in AAAI 2021 

  Access Paper or Ask Questions

Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses


Dec 15, 2020
Chen Ju, Peisen Zhao, Ya Zhang, Yanfeng Wang, Qi Tian


  Access Paper or Ask Questions

ESAD: End-to-end Deep Semi-supervised Anomaly Detection


Dec 09, 2020
Chaoqin Huang, Fei Ye, Ya Zhang, Yan-Feng Wang, Qi Tian


  Access Paper or Ask Questions

Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework


Dec 09, 2020
Fei Ye, Huangjie Zheng, Chaoqin Huang, Ya Zhang


  Access Paper or Ask Questions

Privileged Knowledge Distillation for Online Action Detection


Dec 03, 2020
Peisen Zhao, Lingxi Xie, Ya Zhang, Yanfeng Wang, Qi Tian


  Access Paper or Ask Questions

Learning on Attribute-Missing Graphs


Nov 03, 2020
Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W Tsang

* This paper is to appear in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (TPAMI), 2020 

  Access Paper or Ask Questions

Sampling and Recovery of Graph Signals based on Graph Neural Networks


Nov 03, 2020
Siheng Chen, Maosen Li, Ya Zhang


  Access Paper or Ask Questions

Graph Cross Networks with Vertex Infomax Pooling


Oct 17, 2020
Maosen Li, Siheng Chen, Ya Zhang, Ivor W. Tsang

* Neurips 2020 

  Access Paper or Ask Questions

Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis


Oct 13, 2020
Shixiang Feng, Beibei Liu, Ya Zhang, Xiaoyun Zhang, Yuehua Li

* submitted to TMI 

  Access Paper or Ask Questions

Universal Model for 3D Medical Image Analysis


Oct 13, 2020
Xiaoman Zhang, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang

* Submitted to IEEE Transactions on Medical Imaging 

  Access Paper or Ask Questions

Urban Traffic Flow Forecast Based on FastGCRNN


Sep 17, 2020
Ya Zhang, Mingming Lu, Haifeng Li


  Access Paper or Ask Questions

Learning Robust Node Representations on Graphs


Sep 06, 2020
Xu Chen, Ya Zhang, Ivor Tsang, Yuangang Pan

* 16 pages 

  Access Paper or Ask Questions

Learning Robust Node Representation on Graphs


Aug 26, 2020
Xu Chen, Ya Zhang, Ivor Tsang, Yuangang Pan

* 16 pages. This paper is currently under review by NeurIPS 2020 

  Access Paper or Ask Questions

Universal-to-Specific Framework for Complex Action Recognition


Jul 13, 2020
Peisen Zhao, Lingxi Xie, Ya Zhang, Qi Tian

* 13 pages, 8 figures 

  Access Paper or Ask Questions

From Quantized DNNs to Quantizable DNNs


Apr 11, 2020
Kunyuan Du, Ya Zhang, Haibing Guan


  Access Paper or Ask Questions

Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction


Mar 17, 2020
Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian


  Access Paper or Ask Questions

Collaborative Motion Prediction via Neural Motion Message Passing


Mar 14, 2020
Yue Hu, Siheng Chen, Ya Zhang, Xiao Gu

* Accepted by CVPR 2020 Oral 

  Access Paper or Ask Questions

Constraining Temporal Relationship for Action Localization


Feb 18, 2020
Peisen Zhao, Lingxi Xie, Chen Ju, Ya Zhang, Qi Tian


  Access Paper or Ask Questions

Inverse-Transform AutoEncoder for Anomaly Detection


Nov 25, 2019
Chaoqing Huang, Jinkun Cao, Fei Ye, Maosen Li, Ya Zhang, Cewu Lu


  Access Paper or Ask Questions