个人简介

教育经历 2012年6月获浙江大学计算机科学与技术专业本科学位 2017年6月获香港科技大学计算机科学及工程专业博士学位 工作经历 2013年4月-2017年8月，在香港珠科创新有限公司担任联合创始人，后被Apple Inc收购 2017年11月-2023年6月，在阿里云人工智能实验室担任总监/资深算法专家 2023年12月至今，复旦大学人工智能创新与产业研究院

研究领域

主要研究方向如下：1）3D计算机视觉，涵盖基于视觉的3D重建、生成、理解和仿真。2）深度学习相关的图像和视频感知，包括物体识别、人员重识别、语义分割和视频检索等。

研究领域主要在3D计算机视觉、深度学习相关的图像和视频感知。

近期论文

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Weihao Yuan, Xiaodong Gu, Heng Li, Zilong Dong, Siyu Zhu. Monocular Scene Reconstruction with 3D SDF Transformers. International Conference on Learning Representations (ICLR). 2023 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 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 Shitao Tang, Jiahui Zhang, Siyu Zhu, Ping Tan. QuadTree Attention for Vision Transformers. International Conference on Learning Representations (ICLR). 2022 Shitao Tang, Chengzhou Tang, Rui Huang, Siyu Zhu, Ping Tan. Learning Camera Localization via Dense Scene Matching. Computer Vision and Pattern Recognition (CVPR). 2021 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 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 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 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 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 Zuozhuo Dai, Mingqiang Chen, Siyu Zhu, Ping Tan. Batch DropBlock Network for Person Re-identification and Beyond. International Conference on Computer Vision (ICCV). 2019 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 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 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 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 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 Siyu Zhu, Tian Fang, Jianxiong Xiao, Long Quan. Local Readjustment for High-Resolution 3D Reconstruction. Computer Vision and Pattern Recognition (CVPR). 2014