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Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation



Bichen Wu , Ruizhe Cheng , Peizhao Zhang , Peter Vajda , Joseph E. Gonzalez

* 19 pages, 6 figures 

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FBNetV5: Neural Architecture Search for Multiple Tasks in One Run



Bichen Wu , Chaojian Li , Hang Zhang , Xiaoliang Dai , Peizhao Zhang , Matthew Yu , Jialiang Wang , Yingyan Lin , Peter Vajda


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Image2Point: 3D Point-Cloud Understanding with Pretrained 2D ConvNets



Chenfeng Xu , Shijia Yang , Bohan Zhai , Bichen Wu , Xiangyu Yue , Wei Zhan , Peter Vajda , Kurt Keutzer , Masayoshi Tomizuka

* The code is avaliable at: \url{https://github.com/chenfengxu714/image2point

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Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation



Ruizhe Cheng , Bichen Wu , Peizhao Zhang , Peter Vajda , Joseph E. Gonzalez

* 4 pages, 1 figure 

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You Only Group Once: Efficient Point-Cloud Processing with Token Representation and Relation Inference Module



Chenfeng Xu , Bohan Zhai , Bichen Wu , Tian Li , Wei Zhan , Peter Vajda , Kurt Keutzer , Masayoshi Tomizuka

* The code is available at https://github.com/chenfengxu714/YOGO.git 

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Unbiased Teacher for Semi-Supervised Object Detection



Yen-Cheng Liu , Chih-Yao Ma , Zijian He , Chia-Wen Kuo , Kan Chen , Peizhao Zhang , Bichen Wu , Zsolt Kira , Peter Vajda

* Accepted to ICLR 2021; Code is available at https://github.com/facebookresearch/unbiased-teacher 

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FBWave: Efficient and Scalable Neural Vocoders for Streaming Text-To-Speech on the Edge



Bichen Wu , Qing He , Peizhao Zhang , Thilo Koehler , Kurt Keutzer , Peter Vajda


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One Shot 3D Photography



Johannes Kopf , Kevin Matzen , Suhib Alsisan , Ocean Quigley , Francis Ge , Yangming Chong , Josh Patterson , Jan-Michael Frahm , Shu Wu , Matthew Yu , Peizhao Zhang , Zijian He , Peter Vajda , Ayush Saraf , Michael Cohen

* ACM Transactions on Graphics (Proceedings of SIGGRAPH 2020), Volume 39, Number 4, 2020 
* Project page: https://facebookresearch.github.io/one_shot_3d_photography/ Code: https://github.com/facebookresearch/one_shot_3d_photography 

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