Kanghao Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Imbalanced Datasets

Image Classification

Class Imbalanced

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Kanghao Chen, Hangyu Li, JiaZhou Zhou, Zeyu Wang, Lin Wang
LaSe-E2V: Towards Language-guided Semantic-Aware Event-to-Video Reconstruction. CoRR (2024)
Guoqiang Liang, Kanghao Chen, Hangyu Li, Yunfan Lu, Lin Wang
Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach. CoRR (2024)
Xu Zheng, Ling Wang, Kanghao Chen, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang
EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More. CoRR (2024)
Kanghao Chen, Weixian Lei, Shen Zhao, Wei-Shi Zheng, Ruixuan Wang
PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Kanghao Chen, Sijia Liu, Ruixuan Wang, Weishi Zheng
Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning. CoRR (2023)
Kanghao Chen, Huijuan Lu, Ruixuan Wang, Wei-Shi Zheng
Improving Class Balancing at Both Feature Extractor and Classifier Head. ICME (2022)
Chenghua Zeng, Huijuan Lu, Kanghao Chen, Ruixuan Wang, Jun Tao
Synthetic Minority with CutMix for Imbalanced Image Classification. IntelliSys (2) (2022)
Kanghao Chen, Weixian Lei, Rong Zhang, Shen Zhao, Wei-Shi Zheng, Ruixuan Wang
PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification. CoRR (2022)
Zhengjing Xu, Kanghao Chen, Wei-Shi Zheng, Zhijun Tan, Xiaobo Yang, Ruixuan Wang
Expert with Outlier Exposure for Continual Learning of New Diseases. BIBM (2022)
Chenghua Zeng, Huijuan Lu, Kanghao Chen, Ruixuan Wang, Wei-Shi Zheng
Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification. CoRR (2022)
Kanghao Chen, Yifan Mao, Huijuan Lu, Chenghua Zeng, Ruixuan Wang, Wei-Shi Zheng
Alleviating Data Imbalance Issue with Perturbed Input During Inference. MICCAI (5) (2021)