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Aligning Source Visual and Target Language Domains for Unpaired Video Captioning


Nov 22, 2022
Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun

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* Published at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations


Nov 21, 2022
Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen

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* Accepted to NeurIPS 2022 

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DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention


Oct 28, 2022
Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou

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* Published in ACM TKDD2022 (ACM Transactions on Knowledge Discovery from Data) 

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Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions


Oct 23, 2022
Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton

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* Accepted by NeurIPS 2022. (Thirty-sixth Conference on Neural Information Processing Systems) 

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Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels


Sep 28, 2022
Chenyu You, Weicheng Dai, Fenglin Liu, Haoran Su, Xiaoran Zhang, Lawrence Staib, James S. Duncan

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Competence-based Multimodal Curriculum Learning for Medical Report Generation


Jun 24, 2022
Fenglin Liu, Shen Ge, Xian Wu

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* Accepted by ACL 2021 (Oral) 

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Graph-in-Graph Network for Automatic Gene Ontology Description Generation


Jun 10, 2022
Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Adelaide Woicik, Sheng Wang

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* Accepted by KDD 2022 (Research Track) 

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End-to-end Spoken Conversational Question Answering: Task, Dataset and Model


Apr 29, 2022
Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou

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* In Findings of NAACL 2022. arXiv admin note: substantial text overlap with arXiv:2010.08923 

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AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation


Mar 18, 2022
Di You, Fenglin Liu, Shen Ge, Xiaoxia Xie, Jing Zhang, Xian Wu

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* Accepted by MICCAI 2021 (the 24th International Conference on Medical Image Computing and Computer Assisted Intervention) 

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Class-Aware Generative Adversarial Transformers for Medical Image Segmentation


Jan 28, 2022
Chenyu You, Ruihan Zhao, Fenglin Liu, Sandeep Chinchali, Ufuk Topcu, Lawrence Staib, James S. Duncan

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