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Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation



Jianfeng Wang , Thomas Lukasiewicz

* To appear at CVPR 2022, and the supplementary material can be found at the official site. The source codes are at https://github.com/Jianf-Wang/GBDL 

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Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone



Zi-Yi Dou , Aishwarya Kamath , Zhe Gan , Pengchuan Zhang , Jianfeng Wang , Linjie Li , Zicheng Liu , Ce Liu , Yann LeCun , Nanyun Peng , Jianfeng Gao , Lijuan Wang

* Project Website: https://ashkamath.github.io/FIBER_page 

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Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding



Lingchen Meng , Xiyang Dai , Yinpeng Chen , Pengchuan Zhang , Dongdong Chen , Mengchen Liu , Jianfeng Wang , Zuxuan Wu , Lu Yuan , Yu-Gang Jiang


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GIT: A Generative Image-to-text Transformer for Vision and Language



Jianfeng Wang , Zhengyuan Yang , Xiaowei Hu , Linjie Li , Kevin Lin , Zhe Gan , Zicheng Liu , Ce Liu , Lijuan Wang


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The Overlooked Classifier in Human-Object Interaction Recognition



Ying Jin , Yinpeng Chen , Lijuan Wang , Jianfeng Wang , Pei Yu , Lin Liang , Jenq-Neng Hwang , Zicheng Liu


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Decoupling Object Detection from Human-Object Interaction Recognition



Ying Jin , Yinpeng Chen , Lijuan Wang , Jianfeng Wang , Pei Yu , Lin Liang , Jenq-Neng Hwang , Zicheng Liu


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Injecting Semantic Concepts into End-to-End Image Captioning



Zhiyuan Fang , Jianfeng Wang , Xiaowei Hu , Lin Liang , Zhe Gan , Lijuan Wang , Yezhou Yang , Zicheng Liu


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An Empirical Study of Training End-to-End Vision-and-Language Transformers



Zi-Yi Dou , Yichong Xu , Zhe Gan , Jianfeng Wang , Shuohang Wang , Lijuan Wang , Chenguang Zhu , Pengchuan Zhang , Lu Yuan , Nanyun Peng , Zicheng Liu , Michael Zeng


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Scaling Up Vision-Language Pre-training for Image Captioning



Xiaowei Hu , Zhe Gan , Jianfeng Wang , Zhengyuan Yang , Zicheng Liu , Yumao Lu , Lijuan Wang


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Crossing the Format Boundary of Text and Boxes: Towards Unified Vision-Language Modeling



Zhengyuan Yang , Zhe Gan , Jianfeng Wang , Xiaowei Hu , Faisal Ahmed , Zicheng Liu , Yumao Lu , Lijuan Wang


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