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The SJTU X-LANCE Lab System for CNSRC 2022



Zhengyang Chen , Bei Liu , Bing Han , Leying Zhang , Yanmin Qian


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Searching the Search Space of Vision Transformer



Minghao Chen , Kan Wu , Bolin Ni , Houwen Peng , Bei Liu , Jianlong Fu , Hongyang Chao , Haibin Ling

* Accepted to NIPS 2021 

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Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions



Hongwei Xue , Tiankai Hang , Yanhong Zeng , Yuchong Sun , Bei Liu , Huan Yang , Jianlong Fu , Baining Guo


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A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation



Yupan Huang , Bei Liu , Jianlong Fu , Yutong Lu

* ACM MM 2021 (Video and Demo Track). Code: https://github.com/researchmm/generate-it 

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Unifying Multimodal Transformer for Bi-directional Image and Text Generation



Yupan Huang , Hongwei Xue , Bei Liu , Yutong Lu

* ACM MM 2021 (Industrial Track). Code: https://github.com/researchmm/generate-it 

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Learning Fine-Grained Motion Embedding for Landscape Animation



Hongwei Xue , Bei Liu , Huan Yang , Jianlong Fu , Houqiang Li , Jiebo Luo

* Accepted by ACM Multimedia 2021 as an oral paper 

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Reference-based Defect Detection Network



Zhaoyang Zeng , Bei Liu , Jianlong Fu , Hongyang Chao

* IEEE Transactions on Image Processing, vol. 30, pp. 6637-6647, 2021 

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Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training



Hongwei Xue , Yupan Huang , Bei Liu , Houwen Peng , Jianlong Fu , Houqiang Li , Jiebo Luo


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