張馳博士，出生於江蘇徐州。博士畢業於新加坡南洋理工大學計算機學院。他博士期間的研究課題專注於高效低成本的機器學習和計算機視覺算法。 2022-2024年就職於騰訊公司擔任研究科學家, 專注於研究大模型時代下的多模態模型與生成式AI模型。曾在CVPR、ICCV、NeurIPS、TPAMI等頂級人工智慧國際會議期刊上發表多篇學術論文。 入選美國史丹福大學發布的《2023全球前2％頂尖科學家榜單》。
張馳博士將於2024年下半年加入西湖大學工學院擔任助理教授（獨立PI，博士生導師）並創建通用人工智慧（AGI）實驗室擔任負責人。
基本介紹
研究方向,代表論文,研究成果,
研究方向
張馳博士在博士期間的研究專注於高效低成本的機器學習和計算機視覺算法，例如小樣本學習、弱監督學習、增量學習等。他在小樣本學習領域的代表工作如DeepEMD 和 CANet被廣泛用作基線模型。在騰訊公司擔任研究科學家期間，他專注於研究兼具產業價值於學術價值的研究領域，例如全場景通用的單目深度估計模型。他的研究聚焦在多模態大模型方向和2D/3D生成式AI方向， 產出了許多具有產業影響力的開源算法， 如多模態智慧型體AppAgent。
代表論文
1. Chi Zhang, Guosheng Lin, Fayao Liu, Jiushuang Guo, Qingyao Wu, Rui Yao, Pyramid Graph Networks with Connection Attentions for Region-Based One-Shot Semantic Segmentation, IEEE International Conference on Computer Vision, ICCV 2019
2. Chi Zhang, Guosheng Lin, Fayao Liu, Rui Yao, Chunhua Shen, CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019
3. Xin Sun, Zhenning Yang, Chi Zhang, Guohao Peng, Keck-Voon Ling, Conditional Gaussian Distribution Learning for Open Set Recognition, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020
4. Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu, CRNet: Cross-Reference Networks for Few-Shot Segmentation, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020
5. Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen, DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers, IEEE Conference on Computer Vision and Pattern Recognition, CVPR ORAL 2020
6. Chi Zhang, Guankai Li, Guosheng Lin, Qingyao Wu, Rui Yao, Cyclesegnet: Object co-segmentation with cycle refinement and region correspondence, IEEE Transactions on Image Processing, TIP, 2021
7. Weide Liu, Chi Zhang, Henghui Ding, Tzu-Yi Hung, Guosheng Lin, Few-shot segmentation with optimal transport matching and message flow, IEEE Transactions on Multimedia, TMM, 2021
8. Chi Zhang, Nan Song, Guosheng Lin, Yun Zheng, Pan Pan, Yinghui Xu, Few-Shot Incremental Learning with Continually Evolved Classifiers, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021
9. Chi Zhang, Henghui Ding, Guosheng Lin, Ruibo Li, Changhu Wang, Chunhua Shen, Meta Navigator: Search for a Good Adaptation Policy for Few-shot Learning, IEEE International Conference on Computer Vision, ICCV 2021
10. Chi Zhang, Wei Yin, Billzb Wang, Gang YU, Bin Fu, Chunhua Shen, Hierarchical Normalization for Robust Monocular Depth Estimation, Conference on Neural Information Processing Systems, NeurIPS 2022
11. Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen, DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI 2022
12. Ruibo Li, Chi Zhang, Guosheng Lin, Zhe Wang, Chunhua Shen, RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2022
13. Ze Yang, Chi Zhang, Ruibo Li, Guosheng Lin, Efficient Few-Shot Object Detection via Knowledge Inheritance, IEEE Transactions on Image Processing, TIP, 2022
14. Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu, CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks, International Journal of Computer Vision, IJCV, 2022
15. Wei Yin, Chi Zhang, Hao Chen, Zhipeng Cai, Gang Yu, Kaixuan Wang, Xiaozhi Chen, Chunhua Shen, Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image, IEEE International Conference on Computer Vision, ICCV 2023
16. Chi Zhang, Wei Yin, Gang Yu, Zhibin Wang, Tao Chen, Bin Fu, Joey Tianyi Zhou, Chunhua Shen, Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering, IEEE International Conference on Computer Vision, ICCV 2023
17. Ze Yang, Ruibo Li, Evan Ling, Chi Zhang, Yiming Wang, Dezhao Huang, Keng Teck Ma, Minhoe Hur, Guosheng Lin, Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds, IEEE International Conference on Computer Vision, ICCV 2023
18. Yiwen Chen, Chi Zhang, Xiaofeng Yang, Zhongang Cai, Gang Yu, Lei Yang, Guosheng Lin, It3d: Improved text-to-3d generation with explicit view synthesis, AAAI Conference on Artificial Intelligence, AAAI 2024
19. Yiwen Chen, Zilong Chen, Chi Zhang, Feng Wang, Xiaofeng Yang, Yikai Wang, Zhongang Cai, Lei Yang, Huaping Liu, Guosheng Lin, Gaussianeditor: Swift and controllable 3d editing with gaussian splatting, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2024
20. Sijin Chen, Xin Chen, Chi Zhang, Mingsheng Li, Gang Yu, Hao Fei, Hongyuan Zhu, Jiayuan Fan, Tao Chen, LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2024
研究成果
2025年3月，西湖大學AGI實驗室張馳團隊推出新智慧型體AppAgentX。
