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SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training


Nov 22, 2022
Yuanze Lin, Chen Wei, Huiyu Wang, Alan Yuille, Cihang Xie


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Masked Autoencoders Enable Efficient Knowledge Distillers


Aug 25, 2022
Yutong Bai, Zeyu Wang, Junfei Xiao, Chen Wei, Huiyu Wang, Alan Yuille, Yuyin Zhou, Cihang Xie


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k-means Mask Transformer


Jul 08, 2022
Qihang Yu, Huiyu Wang, Siyuan Qiao, Maxwell Collins, Yukun Zhu, Hatwig Adam, Alan Yuille, Liang-Chieh Chen

* ECCV 2022. Codes and models are available at https://github.com/google-research/deeplab2 

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CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation


Jun 17, 2022
Qihang Yu, Huiyu Wang, Dahun Kim, Siyuan Qiao, Maxwell Collins, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

* CVPR 2022 Oral 

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A Simple Data Mixing Prior for Improving Self-Supervised Learning


Jun 15, 2022
Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan Yuille, Yuyin Zhou, Cihang Xie

* CVPR2022 

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TubeFormer-DeepLab: Video Mask Transformer


May 30, 2022
Dahun Kim, Jun Xie, Huiyu Wang, Siyuan Qiao, Qihang Yu, Hong-Seok Kim, Hartwig Adam, In So Kweon, Liang-Chieh Chen

* CVPR 2022 

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In Defense of Image Pre-Training for Spatiotemporal Recognition


May 03, 2022
Xianhang Li, Huiyu Wang, Chen Wei, Jieru Mei, Alan Yuille, Yuyin Zhou, Cihang Xie


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CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation


Mar 22, 2022
Feng Wang, Huiyu Wang, Chen Wei, Alan Yuille, Wei Shen


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iBOT: Image BERT Pre-Training with Online Tokenizer


Nov 15, 2021
Jinghao Zhou, Chen Wei, Huiyu Wang, Wei Shen, Cihang Xie, Alan Yuille, Tao Kong


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