Songcen Xu

Principal Engineer, Huawei Noah's Ark Lab

Joined

February 2020

Names

Songcen Xu (Preferred)

Emails

****@huawei.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Engineer

Huawei Noah's Ark Lab (huawei.com)

2015 – Present

PhD student

University of York (york.ac.uk)

2012 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Rodrigo Delamare

2011 – 2015

Expertise

Computer Vision

Present

Object Detection

Present

Segmentation

Present

3D Human Performance Capture

Present

3D Human Generation

Present

Publications

Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models
Tianyi Lu, Xing Zhang, Jiaxi Gu, Hang Xu, Renjing Pei, Songcen Xu, Xingjun Ma, Zuxuan Wu
- MM2024 Poster
- Readers: Everyone
TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
Tianyu Huang, Yihan Zeng, Bowen Dong, Hang Xu, Songcen Xu, Rynson W. H. Lau, Wangmeng Zuo
- ICLR 2024 poster
- Readers: Everyone
Learning Unorthogonalized Matrices for Rotation Estimation
Kerui Gu, Zhihao Li, Shiyong Liu, Jianzhuang Liu, Songcen Xu, Youliang Yan, Michael Bi Mi, Kenji Kawaguchi, Angela Yao
- Submitted to ICLR 2024
- Readers: Everyone
LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model
Runhui Huang, Kaixin Cai, Jianhua Han, Xiaodan Liang, Wei Zhang, Songcen Xu, Hang Xu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Reuse and Diffuse: Iterative Denoising for Text-to-Video Generation
Jiaxi Gu, Shicong Wang, Haoyu Zhao, Tianyi Lu, Xing Zhang, Zuxuan Wu, Songcen Xu, Wei Zhang, Yu-Gang Jiang, Hang Xu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
The DiffuseStyleGesture+ entry to the GENEA Challenge 2023
Sicheng Yang, Haiwei Xue, Zhensong Zhang, Minglei Li, Zhiyong Wu, Xiaofei Wu, Songcen Xu, Zonghong Dai
- Published: 04 Sept 2023, Last Modified: 15 Feb 2026
- GENEA Challenge 2023 Mainproceeding
- Readers: Everyone
Decorate3D: Text-Driven High-Quality Texture Generation for Mesh Decoration in the Wild
Yanhui Guo, Xinxin Zuo, Peng Dai, Juwei Lu, Xiaolin Wu, Li Cheng, Youliang Yan, Songcen Xu, Xiaofei Wu
- NeurIPS 2023 poster
- Readers: Everyone
Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment
Runqi Wang, Hao ZHENG, Xiaoyue Duan, Jianzhuang Liu, Yuning Lu, Tian Wang, Songcen Xu, Baochang Zhang
- 25 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
CLIPPING: Distilling CLIP-based Models for Video-Language Understanding
Renjing Pei, Jianzhuang Liu, Weimian Li, Bin Shao, Songcen Xu, Peng Dai, Juwei Lu, Youliang Yan
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Discrepant multiple instance learning for weakly supervised object detection
Wei Gao, Fang Wan, Jun Yue, Songcen Xu, Qixiang Ye
- 2022 (modified: 02 Nov 2022)
- Pattern Recognit. 2022
- Readers: Everyone

View all 46 publications

Co-Authors

View all 97 co-authors