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KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation


Sep 22, 2021
Yongfei Liu, Chenfei Wu, Shao-yen Tseng, Vasudev Lal, Xuming He, Nan Duan


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Single Image 3D Object Estimation with Primitive Graph Networks


Sep 09, 2021
Qian He, Desen Zhou, Bo Wan, Xuming He

* Accepted by ACM MM'21 

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Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition


Aug 10, 2021
Tailin Chen, Desen Zhou, Jian Wang, Shidong Wang, Yu Guan, Xuming He, Errui Ding

* Accepted by ACM MM'21 

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An EM Framework for Online Incremental Learning of Semantic Segmentation


Aug 08, 2021
Shipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He

* Accepted by ACM MM'21 

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Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge


Jul 27, 2021
Songyang Zhang, Lin Song, Songtao Liu, Zheng Ge, Zeming Li, Xuming He, Jian Sun

* Report of the 1st Place of Streaming Perception Challenge(Workshop on Autonomous Driving at CVPR 2021) 

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Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation


Jul 21, 2021
Shuailin Li, Zhitong Gao, Xuming He

* To appear in MICCAI 2021 

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Learning Implicit Temporal Alignment for Few-shot Video Classification


May 11, 2021
Songyang Zhang, Jiale Zhou, Xuming He

* Accepted by IJCAI 2021 

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Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model


May 06, 2021
Qian He, Shuailin Li, Xuming He

* To appear in MIDL 2021 

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Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation


Apr 29, 2021
Rongjie Li, Songyang Zhang, Bo Wan, Xuming He

* Accepted by CVPR2021 

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DER: Dynamically Expandable Representation for Class Incremental Learning


Mar 31, 2021
Shipeng Yan, Jiangwei Xie, Xuming He

* Accepted as an oral of CVPR2021 

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GNeRF: GAN-based Neural Radiance Field without Posed Camera


Mar 30, 2021
Quan Meng, Anpei Chen, Haimin Luo, Minye Wu, Hao Su, Lan Xu, Xuming He, Jingyi Yu


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Distribution Alignment: A Unified Framework for Long-tail Visual Recognition


Mar 30, 2021
Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun

* Accepted by CVPR 2021 

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Relation-aware Instance Refinement for Weakly Supervised Visual Grounding


Mar 24, 2021
Yongfei Liu, Bo Wan, Lin Ma, Xuming He

* Accepted by CVPR2021 

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LGNN: A Context-aware Line Segment Detector


Aug 29, 2020
Quan Meng, Jiakai Zhang, Qiang Hu, Xuming He, Jingyi Yu

* 9 pages, 7 figures 

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Confidence-aware Adversarial Learning for Self-supervised Semantic Matching


Aug 25, 2020
Shuaiyi Huang, Qiuyue Wang, Xuming He

* PRCV 2020 

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LGNN: a Context-aware Line Segment Detector


Aug 13, 2020
Quan Meng, Jiakai Zhang, Qiang Hu, Xuming He, Jingyi Yu

* 9 pages, 7 figures 

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Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation


Jul 30, 2020
Hongtao Yang, Tong Zhang, Wenbing Huang, Xuming He, Fatih Porikli


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Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images


Jul 21, 2020
Shuailin Li, Chuyu Zhang, Xuming He

* Appear in MICCAI2020 

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Part-aware Prototype Network for Few-shot Semantic Segmentation


Jul 13, 2020
Yongfei Liu, Xiangyi Zhang, Songyang Zhang, Xuming He

* ECCV-2020 

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Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning


Mar 03, 2020
Haozhe Wang, Jiale Zhou, Xuming He

* accepted to AAMAS2020 

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Learning a Layout Transfer Network for Context Aware Object Detection


Dec 09, 2019
Tao Wang, Xuming He, Yuanzheng Cai, Guobao Xiao

* Paper accepted by the IEEE Transactions on Intelligent Transportation Systems 

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Learning Cross-modal Context Graph for Visual Grounding


Nov 23, 2019
Yongfei Liu, Bo Wan, Xiaodan Zhu, Xuming He

* AAAI-2020 

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Pose-aware Multi-level Feature Network for Human Object Interaction Detection


Sep 18, 2019
Bo Wan, Desen Zhou, Yongfei Liu, Rongjie Li, Xuming He

* International Conference on Computer Vision 2019 

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Dynamic Context Correspondence Network for Semantic Alignment


Sep 08, 2019
Shuaiyi Huang, Qiuyue Wang, Songyang Zhang, Shipeng Yan, Xuming He

* ICCV 2019 

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LatentGNN: Learning Efficient Non-local Relations for Visual Recognition


May 28, 2019
Songyang Zhang, Shipeng Yan, Xuming He

* ICML 2019 

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Fixed-price Diffusion Mechanism Design


May 14, 2019
Tianyi Zhang, Dengji Zhao, Wen Zhang, Xuming He


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Learning Autonomous Exploration and Mapping with Semantic Vision


Jan 15, 2019
Xiangyang Zhi, Xuming He, Sören Schwertfeger

* Accepted at IVSP 2019 

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