|
Songcen Xu 许松岑
Principal Research Engineer NOAH'S ARK LAB, Huawei, China Last update:April 2022 |
I am a principal research engineer at Noah' Ark Lab, Huawei technologies, in the area of Artificial Intelligence, especially in the area of Computer Vision. |
Activities
202204 华为诺亚方舟实验室2023届全球应届生校园招聘
202112 华为诺亚方舟实验室AI创新技术助力手语数字人生成,让沟通无障碍
202111 华为诺亚方舟实验室AI创新技术助推华为智慧教育发展
202106 Hiring for 2022 graduates are now open
202106 华为诺亚方舟实验室终端视觉团队在MIT Scene Parsing Benchmark荣获第一
Education
Research Interests
My research mainly focus on Computer Vision and their applications on mobile device.
Specifically, my current research interests include:
Publications
Discrepant multiple instance learning for weakly supervised object detection
Wei Gao, Fang Wan, Jun Yue, Songcen Xu, Qixiang Ye
Pattern Recognition. 2022
DualPoseNet: Category-level 6D Object Pose and Size Estimation Using Dual Pose Network with Refined Learning of Pose Consistency
Jiehong Lin, Zewei Wei, Zhihao Li, Songcen Xu, Kui Jia, Yuanqing Li
International Conference on Computer Vision. 2021
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks
Zhihao Liang, Zhihao Li, Songcen Xu, Mingkui Tan, Kui Jia
International Conference on Computer Vision. 2021
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE
Jialun Peng, Dong Liu, Songcen Xu, Houqiang Li
IEEE Conference on Computer Vision and Pattern Recognition. 2021
Multiple Instance Active Learning for Object Detection
Tianning Yuan, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu, Xiangyang Ji, Qixiang Ye
IEEE Conference on Computer Vision and Pattern Recognition. 2021
Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment
Mengying Fu, Tianning Yuan, Fang Wan, Songcen Xu, Qixiang Ye
AAAI Conference on Artificial Intelligence. 2021
Renovating Parsing R-CNN for Accurate Multiple Human Parsing
Lu Yang, Qing Song, Zhihui Wang, Mengjie Hu, Chun Liu, Xueshi Xin, Wenhe Jia, Songcen Xu
European Conference on Computer Vision. 2020
Index Network
Hao Lu, Yutong Dai, Chunhua Shen, Songcen Xu
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2020.
DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data
Wei Yin, Xinlong Wang, Chunhua Shen, Yifan Liu, Zhi Tian, Songcen Xu, Changming Sun, Dou Renyin
arxiv. 2020
Indices Matter: Learning to Index for Deep Image Matting
Hao Lu, Yutong Dai, Chunhua Shen, Songcen Xu
International Conference on Computer Vision. 2019