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Unified Transformer Tracker for Object Tracking



Fan Ma , Mike Zheng Shou , Linchao Zhu , Haoqi Fan , Yilei Xu , Yi Yang , Zhicheng Yan

* CVPR 2022 

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Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search



Yifan Jiang , Xinyu Gong , Junru Wu , Humphrey Shi , Zhicheng Yan , Zhangyang Wang

* Accepted by WACV'2022 

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Searching for Two-Stream Models in Multivariate Space for Video Recognition



Xinyu Gong , Heng Wang , Zheng Shou , Matt Feiszli , Zhangyang Wang , Zhicheng Yan

* Accepted by ICCV 2021 

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Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics



Wuyang Chen , Xinyu Gong , Yunchao Wei , Humphrey Shi , Zhicheng Yan , Yi Yang , Zhangyang Wang

* submitted to TPAMI 

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Multiscale Vision Transformers



Haoqi Fan , Bo Xiong , Karttikeya Mangalam , Yanghao Li , Zhicheng Yan , Jitendra Malik , Christoph Feichtenhofer

* Technical report 

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FP-NAS: Fast Probabilistic Neural Architecture Search



Zhicheng Yan , Xiaoliang Dai , Peizhao Zhang , Yuandong Tian , Bichen Wu , Matt Feiszli


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Decoupling Representation and Classifier for Long-Tailed Recognition



Bingyi Kang , Saining Xie , Marcus Rohrbach , Zhicheng Yan , Albert Gordo , Jiashi Feng , Yannis Kalantidis


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Only Time Can Tell: Discovering Temporal Data for Temporal Modeling



Laura Sevilla-Lara , Shengxin Zha , Zhicheng Yan , Vedanuj Goswami , Matt Feiszli , Lorenzo Torresani


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Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution



Yunpeng Chen , Haoqi Fan , Bing Xu , Zhicheng Yan , Yannis Kalantidis , Marcus Rohrbach , Shuicheng Yan , Jiashi Feng


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