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

Add to Chrome

Add to Firefox

Picture for Han-Jia Ye

Han-Jia Ye

Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap

Jun 01, 2022
Lu Han, Han-Jia Ye, De-Chuan Zhan

Figure 1 for Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap

Figure 2 for Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap

Figure 3 for Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap

Figure 4 for Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap

Access Paper or Ask Questions

A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning

May 26, 2022
Da-Wei Zhou, Qi-Wei Wang, Han-Jia Ye, De-Chuan Zhan

Figure 1 for A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning

Figure 2 for A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning

Figure 3 for A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning

Figure 4 for A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning

Access Paper or Ask Questions

Generalized Knowledge Distillation via Relationship Matching

May 04, 2022
Han-Jia Ye, Su Lu, De-Chuan Zhan

Figure 1 for Generalized Knowledge Distillation via Relationship Matching

Figure 2 for Generalized Knowledge Distillation via Relationship Matching

Figure 3 for Generalized Knowledge Distillation via Relationship Matching

Figure 4 for Generalized Knowledge Distillation via Relationship Matching

* This manuscript has been accepted by TPAMI

Access Paper or Ask Questions

Faculty Distillation with Optimal Transport

Apr 25, 2022
Su Lu, Han-Jia Ye, De-Chuan Zhan

Figure 1 for Faculty Distillation with Optimal Transport

Figure 2 for Faculty Distillation with Optimal Transport

Figure 3 for Faculty Distillation with Optimal Transport

Figure 4 for Faculty Distillation with Optimal Transport

Access Paper or Ask Questions

FOSTER: Feature Boosting and Compression for Class-Incremental Learning

Apr 10, 2022
Fu-Yun Wang, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

Figure 1 for FOSTER: Feature Boosting and Compression for Class-Incremental Learning

Figure 2 for FOSTER: Feature Boosting and Compression for Class-Incremental Learning

Figure 3 for FOSTER: Feature Boosting and Compression for Class-Incremental Learning

Figure 4 for FOSTER: Feature Boosting and Compression for Class-Incremental Learning

Access Paper or Ask Questions

Identifying Ambiguous Similarity Conditions via Semantic Matching

Apr 08, 2022
Han-Jia Ye, Yi Shi, De-Chuan Zhan

Figure 1 for Identifying Ambiguous Similarity Conditions via Semantic Matching

Figure 2 for Identifying Ambiguous Similarity Conditions via Semantic Matching

Figure 3 for Identifying Ambiguous Similarity Conditions via Semantic Matching

Figure 4 for Identifying Ambiguous Similarity Conditions via Semantic Matching

* CVPR2022

Access Paper or Ask Questions

Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

Mar 31, 2022
Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

Figure 1 for Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

Figure 2 for Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

Figure 3 for Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

Figure 4 for Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

Access Paper or Ask Questions

Forward Compatible Few-Shot Class-Incremental Learning

Mar 14, 2022
Da-Wei Zhou, Fu-Yun Wang, Han-Jia Ye, Liang Ma, Shiliang Pu, De-Chuan Zhan

Figure 1 for Forward Compatible Few-Shot Class-Incremental Learning

Figure 2 for Forward Compatible Few-Shot Class-Incremental Learning

Figure 3 for Forward Compatible Few-Shot Class-Incremental Learning

Figure 4 for Forward Compatible Few-Shot Class-Incremental Learning

* Accepted to CVPR 2022. Code is available at: https://github.com/zhoudw-zdw/CVPR22-Fact

Access Paper or Ask Questions

PyCIL: A Python Toolbox for Class-Incremental Learning

Dec 23, 2021
Da-Wei Zhou, Fu-Yun Wang, Han-Jia Ye, De-Chuan Zhan

Figure 1 for PyCIL: A Python Toolbox for Class-Incremental Learning

Figure 2 for PyCIL: A Python Toolbox for Class-Incremental Learning

Figure 3 for PyCIL: A Python Toolbox for Class-Incremental Learning

* Technical report. Code is available at https://github.com/G-U-N/PyCIL

Access Paper or Ask Questions

Co-Transport for Class-Incremental Learning

Jul 27, 2021
Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

Figure 1 for Co-Transport for Class-Incremental Learning

Figure 2 for Co-Transport for Class-Incremental Learning

Figure 3 for Co-Transport for Class-Incremental Learning

Figure 4 for Co-Transport for Class-Incremental Learning

* Accepted to ACM Multimedia 2021

Access Paper or Ask Questions