I'm a PhD student at Medical AI research group (MedAI Lab) in The University of Hong Kong (HKU) directed by Prof. Lequan Yu.
Before that, I received my master degree at Visual Intelligence and Security (VIS) research group in University of Science and Technology of China (USTC) led by Prof. Nenghai Yu.
My research interests focus on machine learning and computer vision, specifically on the topic of semantic segmentation and object detection.
Now, I'm also interested in domain adaptation, continual learning and casual inference.
SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch. Zhenchao Jin. arXiv, 2023. [pdf][code]
Multi-spectral Class Center Network for Face Manipulation Detection and Localization.
Changtao Miao, Qi Chu, Zhentao Tan, Zhenchao Jin, Wanyi Zhuang, Yue Wu, Bin Liu, Honggang Hu, Nenghai Yu. arXiv, 2023. [pdf]
2023
IDRNet: Intervention-Driven Relation Network for Semantic Segmentation. Zhenchao Jin, Xiaowei Hu, Lingting Zhu, Luchuan Song, Li Yuan, Lequan Yu. Conference on Neural Information Processing Systems (NeurIPS), poster, 2023. [pdf][code]
Emotional Listener Portrait: Neural Listener Head Generation with Emotion.
Luchuan Song, Guojun Yin, Zhenchao Jin, Xiaoyi Dong, Chenliang Xu. International Conference on Computer Vision (ICCV), poster, 2023. [pdf]
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis.
Lingting Zhu, Zeyue Xue, Zhenchao Jin, Xian Liu, Jingzhen He, Ziwei Liu, Lequan Yu. Medical Image Computing and Computer-Assisted Intervention (MICCAI), poster, 2023. [pdf]
2022
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation. Zhenchao Jin, Dongdong Yu, Zehuan Yuan, Lequan Yu. Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. [pdf][code]
You Should Look at All Objects. Zhenchao Jin, Dongdong Yu, Luchuan Song, Zehuan Yuan, Lequan Yu. European Conference on Computer Vision (ECCV), poster, 2022. [pdf][code]
Adaptive Face Forgery Detection in Cross Domain.
Luchuan Song, Zheng Fang, Xiaodan Li, Xiaoyi Dong, Zhenchao Jin, Yuefeng Chen, Siwei Lyu. European Conference on Computer Vision (ECCV), poster, 2022. [pdf][code]
Mining Contextual Information Beyond Image for Semantic Segmentation. Zhenchao Jin, Tao Gong, Dongdong Yu, Qi Chu, Jian Wang, Changhu Wang, Jie Shao. International Conference on Computer Vision (ICCV), poster, 2021. [pdf][code]
ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation. Zhenchao Jin, Bin Liu, Qi Chu, Nenghai Yu. International Conference on Computer Vision (ICCV), poster, 2021. [pdf][code]
Content-Independent Online Handwriting Verification Based on Multi-Modal Fusion.
Nan Ji, Bin Liu, Zhiwei Zhao, Yan Lu, Qi Chu, Zhenchao Jin, Nenghai Yu. IEEE International Conference on Multimedia and Expo (ICME), oral, 2021. [pdf]
2020
SAFNet: A Semi-Anchor-Free Network With Enhanced Feature Pyramid for Object Detection. Zhenchao Jin, Bin Liu, Qi Chu, Nenghai Yu. IEEE Transactions on Image Processing (TIP), vol. 29, pp. 9445-9457. [pdf]
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