De‐Chuan Zhan

Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions

Han-Jia Ye, Hexiang Hu, De‐Chuan Zhan et al. · 2020 · 738 citations

Computing, Computer Science, Computer Vision +15

Forward Compatible Few-Shot Class-Incremental Learning

Da-Wei Zhou, Fuyun Wang, Han-Jia Ye et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 264 citations

Computing, Computer Science, Data Mining +9

Learning Placeholders for Open-Set Recognition

Da-Wei Zhou, Han-Jia Ye, De‐Chuan Zhan · 2021 · 232 citations

Computing, Computer Science, Computer Vision +8

Class-Incremental Learning: A Survey

Da-Wei Zhou, Qiwei Wang, Zhihong Qi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 221 citations

Computing, Computer Science, Computer Vision +13

The Capacity and Robustness Trade-Off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting

Lu Han, Han-Jia Ye, De‐Chuan Zhan · IEEE Transactions on Knowledge and Data Engineering · 2024 · 161 citations

Computing, Data Science, Forecasting +14