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UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection



Youhui Guo , Yu Zhou , Xugong Qin , Enze Xie , Weiping Wang

* Accepted by ICME 2022 

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Understanding The Robustness in Vision Transformers



Daquan Zhou , Zhiding Yu , Enze Xie , Chaowei Xiao , Anima Anandkumar , Jiashi Feng , Jose M. Alvarez


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M$^2$BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation



Enze Xie , Zhiding Yu , Daquan Zhou , Jonah Philion , Anima Anandkumar , Sanja Fidler , Ping Luo , Jose M. Alvarez

* Tech Report 

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M^2BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation



Enze Xie , Zhiding Yu , Daquan Zhou , Jonah Philion , Anima Anandkumar , Sanja Fidler , Ping Luo , Jose M. Alvarez

* Tech Report 

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Improving Monocular Visual Odometry Using Learned Depth



Libo Sun , Wei Yin , Enze Xie , Zhengrong Li , Changming Sun , Chunhua Shen


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BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers



Zhiqi Li , Wenhai Wang , Hongyang Li , Enze Xie , Chonghao Sima , Tong Lu , Qiao Yu , Jifeng Dai

* 20 pages, 9 figures 

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WegFormer: Transformers for Weakly Supervised Semantic Segmentation



Chunmeng Liu , Enze Xie , Wenjia Wang , Wenhai Wang , Guangyao Li , Ping Luo

* Tech Report 

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FAST: Searching for a Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation



Zhe Chen , Wenhai Wang , Enze Xie , ZhiBo Yang , Tong Lu , Ping Luo

* 9 pages, 7 figures 

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Panoptic SegFormer



Zhiqi Li , Wenhai Wang , Enze Xie , Zhiding Yu , Anima Anandkumar , Jose M. Alvarez , Tong Lu , Ping Luo

* Technical Report 

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