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Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels



Tao Pu , Tianshui Chen , Hefeng Wu , Yongyi Lu , Liang Lin

* Technical Report. arXiv admin note: substantial text overlap with arXiv:2203.02172 

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Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation



Yupei Lin , Sen Zhang , Tianshui Chen , Yongyi Lu , Guangping Li , Yukai Shi

* We found that negatives show better effects in contrastive learning by adopting a sample pruning constraint 

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MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification



Jingye Chen , Jieneng Chen , Zongwei Zhou , Bin Li , Alan Yuille , Yongyi Lu

* A technical report. Code will be released 

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In-painting Radiography Images for Unsupervised Anomaly Detection



Tiange Xiang , Yongyi Lu , Alan L. Yuille , Chaoyi Zhang , Weidong Cai , Zongwei Zhou

* Main paper with appendix 

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Data, Assemble: Leveraging Multiple Datasets with Heterogeneous and Partial Labels



Mintong Kang , Yongyi Lu , Alan L. Yuille , Zongwei Zhou


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Glance-and-Gaze Vision Transformer



Qihang Yu , Yingda Xia , Yutong Bai , Yongyi Lu , Alan Yuille , Wei Shen

* codes and models will be made available at https://github.com/yucornetto/GG-Transformer 

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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation



Jieneng Chen , Yongyi Lu , Qihang Yu , Xiangde Luo , Ehsan Adeli , Yan Wang , Le Lu , Alan L. Yuille , Yuyin Zhou

* 13 pages, 3 figures 

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Can Temporal Information Help with Contrastive Self-Supervised Learning?



Yutong Bai , Haoqi Fan , Ishan Misra , Ganesh Venkatesh , Yongyi Lu , Yuyin Zhou , Qihang Yu , Vikas Chandra , Alan Yuille


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ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation



Hanwen Cao , Yongyi Lu , Cewu Lu , Bo Pang , Gongshen Liu , Alan Yuille

* The British Machine Vision Conference (BMVC) 

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Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation



Shuhao Fu , Yongyi Lu , Yan Wang , Yuyin Zhou , Wei Shen , Elliot Fishman , Alan Yuille


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