Chengming Xu

Published Papers

Towards Global Optimal Visual In-Context Learning Prompt Selection
Chengming Xu*, Chen Liu*, Yikai Wang, Yuan Yao, Yanwei Fu
NeurIPS, 2024
[Paper]

Faster OreFSDet: A lightweight and effective few-shot object detector for ore images
Yang Zhang, Le Cheng, Yuting Peng, Chengming Xu, Yanwei Fu, Bo Wu, Guodong Sun
Pattern Recognition (PR), 2023
[Paper]

PatchMix Augmentation to Identify Causal Features in Few-shot Learning
Chengming Xu*, Chen Liu*, Xinwei Sun, Siqian Yang, Yabiao Wang, Chengjie Wang, Yanwei Fu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
[Paper] [Code]

Exploring Efficient Few-shot Adaptation for Vision Transformers
Chengming Xu, Siqian Yang, Yabiao Wang, Zhanxiong Wang, Yanwei Fu, Xiangyang Xue
Transactions of Machine Learning Research (TMLR), 2022
[Paper] [Code]

Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning
Chengming Xu, Chen Liu, Siqian Yang, Yabiao Wang, Shijie Zhang, Lijie Jia, Yanwei Fu
ACM International Conference on Multimedia (MM), 2022
[Paper] [Code]

The image local autoregressive transformer
Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, Yanwei Fu, Xiangyang Xue
Advances in Neural Information Processing Systems (NeurIPS), 2021
[Paper] [Code]

Learning Salient Boundary Feature for Anchor-free Temporal Action Localization
Chuming Lin*, Chengming Xu*, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Paper] [Code]

Learning Dynamic Alignment via Meta-filter for Few-shot Learning
Chengming Xu, Chen Liu, Li Zhang, Jilin Li, Feiyue Huang, Changjie Wang, Yanwei Fu, Xiangyang Xue
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Paper] [Code]

Learning a Few-shot Embedding Model by Contrastive Learning
Chen Liu*, Li Zhang*, Chengming Xu, Siqian Yang, Yanwei Fu, Jilin Li, Chengjie Wang
AAAI, 2021
[Paper] [Code]

Pose-Guided Person Image Synthesis in the Non-Iconic Views
Chengming Xu, Yanwei Fu, Chao Wen, Ye Pan, Yu-Gang Jiang, Xiangyang Xue
IEEE Transactions on Image Processing (TIP), 2020
[Paper] [Code]

An Embarrassingly Simple Baseline to One-Shot Learning
Chen Liu*, Chengming Xu*, Yikia Wang, Li Zhang, Yanwei Fu
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2020
[Paper] [Code]

Instance Credibility Inference for Few-Shot Learning
Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[Paper] [Code]

Learning to score figure skating sport videos
Chengming Xu, Yanwei Fu, Bing Zhang, Zitian Chen, Yu-Gang Jiang, Xiangyang Xue
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019
[Paper] [Code]

Preprint Papers

DiffFAE: Advancing High-fidelity One-shot Facial Appearance Editing with Space-sensitive Customization and Semantic Preservation
Qilin Wang, Jiangning Zhang, Chengming Xu, Weijian Cao, Ying Tai, Yue Han, Yanhao Ge, Hong Gu, Chengjie Wang, Yanwei Fu
[Paper]

On the Theory of Cross-Modality Distillation with Contrastive Learning
Hangyu Lin, Chen Liu, Chengming Xu, Zhengqi Gao, Yanwei Fu, Yuan Yao
[Paper]

StyleMaster: Towards Flexible Stylized Image Generation with Diffusion Models
Chengming Xu, Kai Hu, Donghao Luo, Jiangning Zhang, Qilin Wang, Xiaobin Hu, Yanwei Fu, Chengjie Wang
[Paper]

VividPose: Advancing Stable Video Diffusion for Realistic Human Image Animation
Qilin Wang, Zhengkai Jiang, Chengming Xu, Jiangning Zhang, Yabiao Wang, Xinyi Zhang, Yun Cao, Weijian Cao, Chengjie Wang, Yanwei Fu
[Paper]

AnyMaker: Zero-shot General Object Customization via Decoupled Dual-Level ID Injection
Lingjie Kong, Kai Wu, Xiaobin Hu, Wenhui Han, Jinlong Peng, Chengming Xu, Donghao Luo, Jiangning Zhang, Chengjie Wang, Yanwei Fu
[Paper]

SVP: Style-Enhanced Vivid Portrait Talking Head Diffusion Model
Weipeng Tan, Chuming Lin, Chengming Xu, Xiaozhong Ji, Junwei Zhu, Chengjie Wang, Yanwei Fu
[Paper]