Xuming He
News
[08/2023] One paper on interactive segmentation accepted in BMVC 2023.
[08/2023] One paper on long-tailed NCD accepted in TMLR.
[07/2023] One paper on 3D object detection accepted in ACM MM 2023.
[07/2023] Two papers on relational reasoning/novel class discovery accepted in ICCV 2023.
[06/2023] Congratulations to Qian He for successfully completing her Phd Degree.
[06/2023] Congratulations to Chuanyang Hu for successfully completing Master's Degree.
[04/2023] One paper accepted in IJCAI 2023.
[03/2023] One paper accepted in CVPR 2023.
[01/2023] Two papers accepted in ICLR 2023.
Research Interest
Weakly-supervised/Few-shot learning
Continual learning/Knowledge discovery
Semantic segmentation and Scene parsing
Vision and language representations
Interpretable machine learning and reasoning
Prospective students
Selected Recent Publications
Yu Wu, Yana Wei, Haozhe Wang, Yongfei Liu, Sibei Yang, Xuming He. Grounded Image Text Matching with Mismatched Relation Reasoning,
International Conference on Computer Vision (ICCV), 2023
Shan Ning*, Longtian Qiu*, Yongfei Liu, Xuming He. HOICLIP: Efficient Knowledge Transfer for HOI Detection with Visual Linguistic Model,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Zhitong Gao, Yucong Chen, Chuyu Zhang, Xuming He. Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts,
International Conference on Learning Representation (ICLR), 2023
Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li, Xuming He. Generative Negative Text Replay for Continual Vision-Language Pretraining, European Conference of Computer Vision (ECCV), 2022
Jiangwei Xie, Shipeng Yan, Xuming He. General Incremental Learning with Domain-aware Categorical Representations,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Rongjie Li, Songyang Zhang, Xuming He. SGTR: End-to-end Scene Graph Generation with Transformer,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Shipeng Yan, Jiangwei Xie, Xuming He. DER: Dynamically Expandable Representation for Class Incremental Learning, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Yongfei Liu, Xiangyi Zhang, Songyang Zhang, Xuming He. Part-aware prototype Network for Few-shot Semantic Segmentation,
European Conference of Computer Vision (ECCV), 2020
Haozhe Wang, Jiale Zhou, Xuming He. Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning,
International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2020
Bo Wan*, Desen Zhou*, Yongfei Liu, Rongjie Li, Xuming He. Pose-aware Multi-level Feature Network for Human Object Interaction Detection,
International Conference on Computer Vision (ICCV), 2019
Songyang Zhang, Shipeng Yan, Xuming He. LatentGNN: Learning Efficient Non-local Relations for Visual Recognition, International Conference on Machine Learning (ICML),2019
|