Lin Song's Homepage

Last update at 07/01/2021.

Hello! My name is Lin Song (宋林). I am a 2nd year Ph.D student in College of Artificial Intelligence, Xi’an Jiaotong University, advised by Jian Sun and Hongbin Sun. My research interest mainly focus on Computer Vision, Machine Learning and Integrated Circuit.
Google Scholar/GitHub/Email


News

[06/2021] We won the 1st Place on Streaming Perception Challenges (Workshop on Autonomous Driving at CVPR 2021).
[03/2021] One paper was accepted by CVPR 2021.
[09/2020] Two papers were accepted by NeurIPS 2020.
[04/2020] One paper was accepted by CVPR 2020 as Oral presentation.

Publications

Conference

* indicates equal contribution
End-to-End Object Detection with Fully Convolutional Network
Jianfeng Wang*, Lin Song*, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[paper] [code]
Fine-Grained Dynamic Head for Object Detection
Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng
Conference on Neural Information Processing Systems (NeurIPS), 2020
[paper] [code] [slides]
Rethinking Learnable Tree Filter for Generic Feature Transform
Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Xiangyu Zhang, Hongbin Sun, Jian Sun, Nanning Zheng
Conference on Neural Information Processing Systems (NeurIPS), 2020
[paper] [code] [slides]
Learning Dynamic Routing for Semantic Segmentation
Yanwei Li, Lin Song, Yukang Chen, Zeming Li, Xiangyu Zhang, Xingang Wang, Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (Oral)
[paper] [code] [slides]
Learnable Tree Filter for Structure-preserving Feature Transform
Lin Song*, Yanwei Li*, Zeming Li, Gang Yu, Hongbin Sun, Jian Sun, Nanning Zheng
Conference on Neural Information Processing Systems (NeurIPS), 2019
[paper] [code]
TACNet: Transition-aware Context Network for Spatio-temporal Action Detection
Lin Song*, Shiwei Zhang*, Gang Yu, Hongbin Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
[paper]
Human Centric Spatio-Temporal Action Localization
Jianwen Jiang, Yu Cao, Lin Song, Shiwei Zhang, Yunkai Li, Ziyao Xu, Qian Wu, Chuang Gan, Chi Zhang, Gang Yu
ActivityNet Workshop on CVPR (CVPRW), 2018
[paper]

Journal

GLNet: Global Local Network for Weakly Supervised Action Localization
Shiwei Zhang*, Lin Song*, Changxin Gao, Nong Sang
IEEE Transactions on Multimedia (TMM)
[paper]
NIPM-sWMF: Toward Efficient FPGA Design for High-Definition Large-Disparity Stereo Matching
Xuchong Zhang, Hongbin Sun, Shiqiang Chen, Lin Song, Nanning Zheng
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
[paper]

Experience

Megvii (Face++)
Areas: Object Detection, Image Segmentation and Action Localization
Full Time Research Intern, 2019.5 - present
Research Intern, 2017.11 - 2019.5

School of Microelectronics, Xidian University
Areas: Integrated Circuit
Research Intern, 2017.07 - 2017.09


Activity

Reviewer: CVPR 2021, ICCV 2021, NeurIPS 2021, ICLR 2021, TPAMI, IJCV
Seminar talk: "Rethinking Learnable Tree Filter for Generic Feature Transform", 2020 [slides]


Award

Streaming Perception Challenges (Workshop on Autonomous Driving at CVPR 2021), 2021, 1st
ActivityNet-AVA, 2018, 1st
OpenImage Object Detection, 2018, GOLD (solo)
National Undergraduate Electronics Design Contest, 2015, 1st
National Undergraduate Intelligent Car Competition, 2014, 1st


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