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Fast Vision Transformers with HiLo Attention



Zizheng Pan , Jianfei Cai , Bohan Zhuang

* Tech report 

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Transformer Scale Gate for Semantic Segmentation



Hengcan Shi , Munawar Hayat , Jianfei Cai


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Image Captioning In the Transformer Age



Yang Xu , Li Li , Haiyang Xu , Songfang Huang , Fei Huang , Jianfei Cai

* 8pages,2 figures 

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High-Quality Pluralistic Image Completion via Code Shared VQGAN



Chuanxia Zheng , Guoxian Song , Tat-Jen Cham , Jianfei Cai , Dinh Phung , Linjie Luo

* 12 pages, 15 figures 

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Dynamic Focus-aware Positional Queries for Semantic Segmentation



Haoyu He , Jianfei Cai , Zizheng Pan , Jing Liu , Jing Zhang , Dacheng Tao , Bohan Zhuang

* Tech report 

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Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields



Yuedong Chen , Qianyi Wu , Chuanxia Zheng , Tat-Jen Cham , Jianfei Cai

* Project page: https://donydchen.github.io/sem2nerf 

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Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation



Yicheng Wu , Zhonghua Wu , Qianyi Wu , Zongyuan Ge , Jianfei Cai


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ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues



Hengcan Shi , Munawar Hayat , Yicheng Wu , Jianfei Cai

* 10 pages, 5 figures 

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Unpaired Referring Expression Grounding via Bidirectional Cross-Modal Matching



Hengcan Shi , Munawar Hayat , Jianfei Cai

* 9 pages, 7 figures 

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PiFeNet: Pillar-Feature Network for Real-Time 3D Pedestrian Detection from Point Cloud



Duy-Tho Le , Hengcan Shi , Hamid Rezatofighi , Jianfei Cai

* Submitted to IEEE International Conference on Multimedia and Expo (ICME) 2022 

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