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A ConvNet for the 2020s


Jan 10, 2022
Zhuang Liu , Hanzi Mao , Chao-Yuan Wu , Christoph Feichtenhofer , Trevor Darrell , Saining Xie

* Technical report; Code: https://github.com/facebookresearch/ConvNeXt 

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Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space


Jan 03, 2022
Arnav Chavan , Zhiqiang Shen , Zhuang Liu , Zechun Liu , Kwang-Ting Cheng , Eric Xing

* Technical report 

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MSeg: A Composite Dataset for Multi-domain Semantic Segmentation


Dec 27, 2021
John Lambert , Zhuang Liu , Ozan Sener , James Hays , Vladlen Koltun


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Confidence Adaptive Anytime Pixel-Level Recognition


Apr 01, 2021
Zhuang Liu , Trevor Darrell , Evan Shelhamer

* 16 pages, 12 figures 

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Contrastive Learning for Recommender System


Jan 05, 2021
Zhuang Liu , Yunpu Ma , Yuanxin Ouyang , Zhang Xiong

* arXiv admin note: text overlap with arXiv:1905.08108 by other authors 

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A New Meta-Baseline for Few-Shot Learning


Apr 01, 2020
Yinbo Chen , Xiaolong Wang , Zhuang Liu , Huijuan Xu , Trevor Darrell

* Code: https://github.com/cyvius96/few-shot-meta-baseline 

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Rethinking Image Mixture for Unsupervised Visual Representation Learning


Mar 11, 2020
Zhiqiang Shen , Zechun Liu , Zhuang Liu , Marios Savvides , Trevor Darrell


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Convolutional Networks with Dense Connectivity


Jan 08, 2020
Gao Huang , Zhuang Liu , Geoff Pleiss , Laurens van der Maaten , Kilian Q. Weinberger

* Journal(PAMI) version of DenseNet(CVPR'17) 

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Leveraging Prior Knowledge for Protein-Protein Interaction Extraction with Memory Network


Jan 07, 2020
Huiwei Zhou , Zhuang Liu , Shixian Ning , Yunlong Yang , Chengkun Lang , Yingyu Lin , Kun Ma

* Database-The Journal of Biological Databases and Curation, 2018, 2018: bay071 
* Published on Database-The Journal of Biological Databases and Curation, 11 pages, 5 figures 

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