Di Chen
- Algorithm Researcher, Alibaba DAMO Academy
- guangpan.cd@alibaba-inc.com
- EFC, Hangzhou, 311100
Hey there. I am Di Chen, an algorithm researcher working at Alibaba DAMO Academy.
I got my Ph.D. degree in Computer Science at Nanjing University of Science and Technology. My supervisers are Prof. Jian Yang and Prof. Shanshan Zhang. During 2019-2020, I was a visiting scholar at Max-Planck-Institut für Informatik, supervised by Prof. Dr. Bernt Schiele.
My research interest lies in computer vision, including person search (a hybrid task with pedestrian detection and person re-identification), multiple object tracking and face recognition. Currently I’m working on image/video generation.
Publications
- Composer: Creative and Controllable Image Synthesis with Composable Conditions, arXiv. [project page] [code] [bib] Lianghua Huang, Di Chen, Yu Liu, Yujun Shen, Deli Zhao, Jingren Zhou
- Keypoint Message Passing for Video-based Person Re-Identification, AAAI. [bib] Di Chen, Andreas Doering, Shanshan Zhang, Jian Yang, Juergen Gall, Bernt Schiele
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GeoAug: Data Augmentation for Few-Shot NeRF with Geometry Constraints,
ECCV. Di Chen, Yu Liu, Lianghua Huang, Bin Wang, Pan Pan - Animating Images to Transfer CLIP for Video-Text Retrieval, SIGIR. [bib] Yu Liu, Huai Chen, Lianghua Huang, Di Chen, Bin Wang, Pan Pan, Lisheng Wang
- PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking, CVPR. [bib] Andreas Doering, Di Chen, Shanshan Zhang, Bernt Schiele, Juergen Gall
- Grouped Adaptive Loss Weighting for Person Search, ACM MM. Yanling Tian, Di Chen, Yunan Liu, Shanshan Zhang, Jian Yang
- Norm-Aware Embedding for Efficient Person Search And Tracking, IJCV. [conference version] [bib] Di Chen, Shanshan Zhang, Jian Yang, Bernt Schiele
- Guided Attention in CNNs for Occluded Pedestrian Detection and Re-Identification, IJCV. [conference version] [bib] Shanshan Zhang, Di Chen, Jian Yang, Bernt Schiele
- Norm-Aware Embedding for Efficient Person Search, CVPR. [code] [poster] [bib] Di Chen, Shanshan Zhang, Jian Yang, Bernt Schiele
- Hierarchical Online Instance Matching for Person Search, AAAI (Oral). [code] [poster] [slides] [bib] Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Bernt Schiele
- Person Search by Separated Modeling and A Mask-Guided Two-Stream CNN Model, TIP. [conference version] [bib] Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Ying Tai
- Person Search via A Mask-Guided Two-Stream CNN Model, ECCV. [blog] [poster] [bib] Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Ying Tai
- Joint Bayesian guided metric learning for end-to-end face verification, Neurocomputing. [bib] Di Chen, Chunyan Xu, Jian Yang, Jianjun Qian, Yuhui Zheng, Linlin Shen
Services
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Reviewer of Computer Vision and Pattern Recognition (CVPR) since 2019
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Reviewer of International Conference of Commputer Vision (ICCV) since 2019
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Reviewer of European Conference of Commputer Vision (ECCV) 2020
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Reviewer of AAAI Conference since 2019
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Reviewer of International Joint Conference on Artificial Intelligence (IJCAI) 2020
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Reviewer of International Journal of Computer Vision (IJCV)
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Reviewer of Pattern Recognition
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Reviewer of Neural Processing Letters