朱思語，男，漢族，1989年8月出生，四川成都人，復旦大學人工智慧創新與產業研究院研究員、長聘正教授、博士生導師。
基本介紹
- 中文名：朱思語
- 民族：漢族
- 出生日期：1989年
- 學位/學歷：博士
教育經歷,工作經歷,研究方向,主要成果,發表論文,
教育經歷
2012年，本科畢業於浙江大學計算機科學與技術學院。
2017年，獲得香港科技大學計算機科學系博士學位，師從著名華人計算機視覺學者權龍教授。
工作經歷
2013年至2017年，作為聯合創始人創立了Alituzre，後來被蘋果公司收購。
2017年至2023年，在阿里雲人工智慧實驗室擔任總監。
2023年至今，任職於復旦大學人工智慧創新與產業研究院，擔任研究員和博士生導師。
研究方向
主要研究方向包括視頻和三維生成式模型，涉及基於視覺的三維和視頻的重建、生成、理解、方針和模擬；以及深度學習和模式識別領域，包括自監督學習、人體姿勢估計、語義分割、目標檢測、圖像分類和顯著物體檢測。
主要成果
發表了50餘篇高水平會議和期刊論文，包括CVPR、ICCV、ICLR和TPAMI等計算機視覺和機器學習領域。在40餘個計算機視覺國際比賽和榜單上取得第一名，涵蓋Tanks and Temple、ScanNet、DTU、KITTI、Matterport3D、NYUv2、InLoc、Cambridge Landmarks等。在阿里雲領導開發了三維視覺和視頻感知技術體系，推動了較大規模的套用轉化，服務於政府、零售、交通、地產、文旅和教育等行業的大型企業客戶，帶動數億元的商業收入，服務過超過億級用戶。
發表論文
1. Weihao Yuan, Xiaodong Gu, Heng Li, Zilong Dong, Siyu Zhu. Monocular Scene Reconstruction with 3D SDF Transformers. International Conference on Learning Representations (ICLR). 2023
2. Xiaodong Gu, Chengzhou Tang, Weihao Yuan, Zuozhuo Dai, Siyu Zhu, Ping Tan. RCP: Recurrent Closest Point for Scene Flow Estimation on 3D Point Clouds. Computer Vision and Pattern Recognition (CVPR). 2022
3. Weihao Yuan, Xiaodong Gu, Dai, Zuozhuo, Siyu Zhu, Ping Tan Neural Window Fully-Connected CRFs for Monocular Depth Estimation. Computer Vision and Pattern Recognition (CVPR). 2022
4. Shitao Tang, Jiahui Zhang, Siyu Zhu, Ping Tan. QuadTree Attention for Vision Transformers. International Conference on Learning Representations (ICLR). 2022
5. Shitao Tang, Chengzhou Tang, Rui Huang, Siyu Zhu, Ping Tan. Learning Camera Localization via Dense Scene Matching. Computer Vision and Pattern Recognition (CVPR). 2021
6. Lizhe Liu, Xiaohao Chen, Siyu Zhu, Ping Tan. CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution. International Conference on Computer Vision (ICCV). 2021
7. Zhiwen Fan, Lingjie Zhu, Honghua Li, Xiaohao Chen, Siyu Zhu, Ping Tan. FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting. International Conference on Computer Vision (ICCV). 2021
8. Lei Li, Siyu Zhu, Hongbo Fu, Ping Tan, Chiew-Lan Tai. End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds. Computer Vision and Pattern Recognition (CVPR). 2020
9. Runze Zhang, Siyu Zhu, Tianwei Shen, Lei Zhou, Zixin Luo, Tian Fang, Long Quan. Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2020
10. Sicong Tang, Feitong Tan, Kelvin Cheng, Zhaoyang Li, Siyu Zhu, Ping Tan. A Neural Network for Detailed Human Depth Estimation from a Single Image. International Conference on Computer Vision (ICCV). 2019
11. Zuozhuo Dai, Mingqiang Chen, Siyu Zhu, Ping Tan. Batch DropBlock Network for Person Re-identification and Beyond. International Conference on Computer Vision (ICCV). 2019
12. Lei Zhou, Siyu Zhu, Zixin Luo, Tianwei Shen, Runze Zhang, Mingmin Zhen, Tian Fang, Long Quan. Learning and Matching Multi-View Descriptors for Registration of Point Clouds. European Conference on Computer Vision (ECCV). 2018
13. Siyu Zhu, Runze Zhang, Lei Zhou, Tianwei Shen, Tian Fang, Ping Tan, Long Quan. Very Large-Scale Global SfM by Distributed Motion Averaging. Computer Vision and Pattern Recognition (CVPR). 2018
14. Tianwei Shen, Siyu Zhu, Tian Fang, Runze Zhang, Long Quan. Graph-based consistent matching for structure-from-motion. European Conference on Computer Vision (ECCV). 2016
15. Lei Zhou, Siyu Zhu, Tianwei Shen, Jinglu Wang, Tian Fang, Long Quan. Progressive large scale-invariant image matching in scale space. International Conference on Computer Vision (ICCV). 2017
16. Runze Zhang, Siyu Zhum Tian Fang, Long Quan. Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus. International Conference on Computer Vision (ICCV). 2017
17. Siyu Zhu, Tian Fang, Jianxiong Xiao, Long Quan. Local Readjustment for High-Resolution 3D Reconstruction. Computer Vision and Pattern Recognition (CVPR). 2014
