Chengming Xu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Facial Appearance

Efficient Learning

Risk Minimization

Top Venues

Trans. Mach. Learn. Res.

Pattern Recognit.

Publications

Guodong Sun, Le Cheng, Jinyu Liu, Yuting Peng, Chengming Xu, Yanwei Fu, Bo Wu, Yang Zhang
FS-OreDet: Feature enhancement and relationship exploration for boosting few-shot object detector of ore images. Eng. Appl. Artif. Intell. 133 (2024)
Lingjie Kong, Kai Wu, Xiaobin Hu, Wenhui Han, Jinlong Peng, Chengming Xu, Donghao Luo, Jiangning Zhang, Chengjie Wang, Yanwei Fu
AnyMaker: Zero-shot General Object Customization via Decoupled Dual-Level ID Injection. CoRR (2024)
Qilin Wang, Jiangning Zhang, Chengming Xu, Weijian Cao, Ying Tai, Yue Han, Yanhao Ge, Hong Gu, Chengjie Wang, Yanwei Fu
DiffFAE: Advancing High-fidelity One-shot Facial Appearance Editing with Space-sensitive Customization and Semantic Preservation. CoRR (2024)
Qilin Wang, Zhengkai Jiang, Chengming Xu, Jiangning Zhang, Yabiao Wang, Xinyi Zhang, Yun Cao, Weijian Cao, Chengjie Wang, Yanwei Fu
VividPose: Advancing Stable Video Diffusion for Realistic Human Image Animation. CoRR (2024)
Lingjie Kong, Qiaoling Wei, Chengming Xu, Han Chen, Yanwei Fu
EFCNet: Every Feature Counts for Small Medical Object Segmentation. CoRR (2024)
Hangyu Lin, Chen Liu, Chengming Xu, Zhengqi Gao, Yanwei Fu, Yuan Yao
A Generalization Theory of Cross-Modality Distillation with Contrastive Learning. CoRR (2024)
Chengming Xu, Chen Liu, Yikai Wang, Yanwei Fu
Towards Global Optimal Visual In-Context Learning Prompt Selection. CoRR (2024)
Yang Zhang, Le Cheng, Yuting Peng, Chengming Xu, Yanwei Fu, Bo Wu, Guodong Sun
Faster OreFSDet : A Lightweight and Effective Few-shot Object Detector for Ore Images. CoRR (2023)
Chengming Xu, Chen Liu, Xinwei Sun, Siqian Yang, Yabiao Wang, Chengjie Wang, Yanwei Fu
PatchMix Augmentation to Identify Causal Features in Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Yang Zhang, Le Cheng, Yuting Peng, Chengming Xu, Yanwei Fu, Bo Wu, Guodong Sun
Faster OreFSDet: A lightweight and effective few-shot object detector for ore images. Pattern Recognit. 141 (2023)
Chengming Xu, Siqian Yang, Yabiao Wang, Zhanxiong Wang, Yanwei Fu, Xiangyang Xue
Exploring Efficient Few-shot Adaptation for Vision Transformers. CoRR (2023)
Jingshi Lei, Da Li, Chengming Xu, Liming Fang, Timothy M. Hospedales, Yanwei Fu
Worst-case Feature Risk Minimization for Data-Efficient Learning. Trans. Mach. Learn. Res. 2023 (2023)
Chengming Xu, Chen Liu, Xinwei Sun, Siqian Yang, Yabiao Wang, Chengjie Wang, Yanwei Fu
PatchMix Augmentation to Identify Causal Features in Few-shot Learning. CoRR (2022)
Chengming Xu, Chen Liu, Siqian Yang, Yabiao Wang, Shijie Zhang, Lijie Jia, Yanwei Fu
Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning. CoRR (2022)
Chengming Xu, Siqian Yang, Yabiao Wang, Zhanxiong Wang, Yanwei Fu, Xiangyang Xue
Exploring Efficient Few-shot Adaptation for Vision Transformers. Trans. Mach. Learn. Res. 2022 (2022)
Chengming Xu, Chen Liu, Siqian Yang, Yabiao Wang, Shijie Zhang, Lijie Jia, Yanwei Fu
Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning. ACM Multimedia (2022)
Chengming Xu, Yanwei Fu, Chen Liu, Chengjie Wang, Jilin Li, Feiyue Huang, Li Zhang, Xiangyang Xue
Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning. CVPR (2021)
Chuming Lin, Chengming Xu, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu
Learning Salient Boundary Feature for Anchor-free Temporal Action Localization. CVPR (2021)
Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, Yanwei Fu, Xiangyang Xue
The Image Local Autoregressive Transformer. NeurIPS (2021)
Chengming Xu, Chen Liu, Li Zhang, Chengjie Wang, Jilin Li, Feiyue Huang, Xiangyang Xue, Yanwei Fu
Learning Dynamic Alignment via Meta-filter for Few-shot Learning. CoRR (2021)
Chuming Lin, Chengming Xu, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu
Learning Salient Boundary Feature for Anchor-free Temporal Action Localization. CoRR (2021)
Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, Xiangyang Xue, Yanwei Fu
The Image Local Autoregressive Transformer. CoRR (2021)
Chen Liu, Yanwei Fu, Chengming Xu, Siqian Yang, Jilin Li, Chengjie Wang, Li Zhang
Learning a Few-shot Embedding Model with Contrastive Learning. AAAI (2021)
Chengming Xu, Yanwei Fu, Bing Zhang, Zitian Chen, Yu-Gang Jiang, Xiangyang Xue
Learning to Score Figure Skating Sport Videos. IEEE Trans. Circuits Syst. Video Technol. 30 (12) (2020)
Chen Liu, Chengming Xu, Yikai Wang, Li Zhang, Yanwei Fu
An Embarrassingly Simple Baseline to One-shot Learning. CVPR Workshops (2020)
Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu
Instance Credibility Inference for Few-Shot Learning. CoRR (2020)
Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu
Instance Credibility Inference for Few-Shot Learning. CVPR (2020)
Chengming Xu, Yanwei Fu, Chao Wen, Ye Pan, Yu-Gang Jiang, Xiangyang Xue
Pose-Guided Person Image Synthesis in the Non-Iconic Views. IEEE Trans. Image Process. 29 (2020)
Bing Zhang, Chengming Xu, Changmao Cheng, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue
Learning to score and summarize figure skating sport videos. CoRR (2018)