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Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval



Xiao Dong , Xunlin Zhan , Yunchao Wei , Xiaoyong Wei , Yaowei Wang , Minlong Lu , Xiaochun Cao , Xiaodan Liang


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Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation



Mingjie Li , Wenjia Cai , Karin Verspoor , Shirui Pan , Xiaodan Liang , Xiaojun Chang

* CVPR 2022 (Poster) 

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ADAPT: Vision-Language Navigation with Modality-Aligned Action Prompts



Bingqian Lin , Yi Zhu , Zicong Chen , Xiwen Liang , Jianzhuang Liu , Xiaodan Liang

* Accepted to CVPR 2022 

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Benchmarking the Robustness of LiDAR-Camera Fusion for 3D Object Detection



Kaicheng Yu , Tang Tao , Hongwei Xie , Zhiwei Lin , Zhongwei Wu , Zhongyu Xia , Tingting Liang , Haiyang Sun , Jiong Deng , Dayang Hao , Yongtao Wang , Xiaodan Liang , Bing Wang

* Technical report. The first three authors contribute equally 

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ZeroGen$^+$: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning



Jiahui Gao , Renjie Pi , Yong Lin , Hang Xu , Jiacheng Ye , Zhiyong Wu , Xiaodan Liang , Zhenguo Li , Lingpeng Kong

* 9 pages 

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Knowledge Distillation via the Target-aware Transformer



Sihao Lin , Hongwei Xie , Bing Wang , Kaicheng Yu , Xiaojun Chang , Xiaodan Liang , Gang Wang

* CVPR2022(Oral) 

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LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning



Zhicheng Yang , Jinghui Qin , Jiaqi Chen , Liang Lin , Xiaodan Liang


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Unbiased Math Word Problems Benchmark for Mitigating Solving Bias



Zhicheng Yang , Jinghui Qin , Jiaqi Chen , Xiaodan Liang


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Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism



Binbin Yang , Xinchi Deng , Han Shi , Changlin Li , Gengwei Zhang , Hang Xu , Shen Zhao , Liang Lin , Xiaodan Liang


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"My nose is running.""Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics



Wenge Liu , Yi Cheng , Hao Wang , Jianheng Tang , Yafei Liu , Ruihui Zhao , Wenjie Li , Yefeng Zheng , Xiaodan Liang

* Accepted by IJCAI 2022 

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