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SimMIM: A Simple Framework for Masked Image Modeling


Nov 18, 2021
Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao, Zhuliang Yao, Qi Dai, Han Hu


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Cross-Modal Attention Consistency for Video-Audio Unsupervised Learning


Jun 13, 2021
Shaobo Min, Qi Dai, Hongtao Xie, Chuang Gan, Yongdong Zhang, Jingdong Wang


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Demystifying Local Vision Transformer: Sparse Connectivity, Weight Sharing, and Dynamic Weight


Jun 08, 2021
Qi Han, Zejia Fan, Qi Dai, Lei Sun, Ming-Ming Cheng, Jiaying Liu, Jingdong Wang


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Self-Supervised Learning with Swin Transformers


May 11, 2021
Zhenda Xie, Yutong Lin, Zhuliang Yao, Zheng Zhang, Qi Dai, Yue Cao, Han Hu


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Calibration of Human Driving Behavior and Preference Using Naturalistic Traffic Data


May 05, 2021
Qi Dai, Di Shen, Jinhong Wang, Suzhou Huang, Dimitar Filev


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Learning to Estimate Kernel Scale and Orientation of Defocus Blur with Asymmetric Coded Aperture


Mar 10, 2021
Jisheng Li, Qi Dai, Jiangtao Wen


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Temporal Action Detection with Multi-level Supervision


Nov 24, 2020
Baifeng Shi, Qi Dai, Judy Hoffman, Kate Saenko, Trevor Darrell, Huijuan Xu


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Towards a Systematic Computational Framework for Modeling Multi-Agent Decision-Making at Micro Level for Smart Vehicles in a Smart World


Sep 25, 2020
Qi Dai, Xunnong Xu, Wen Guo, Suzhou Huang, Dimitar Filev


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Informative Dropout for Robust Representation Learning: A Shape-bias Perspective


Aug 10, 2020
Baifeng Shi, Dinghuai Zhang, Qi Dai, Zhanxing Zhu, Yadong Mu, Jingdong Wang

* Accepted to ICML2020. Code is available at https://github.com/bfshi/InfoDrop 

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Reinforcing Short-Length Hashing


Apr 24, 2020
Xingbo Liu, Xiushan Nie, Qi Dai, Yupan Huang, Yilong Yin


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Weakly-Supervised Action Localization by Generative Attention Modeling


Mar 30, 2020
Baifeng Shi, Qi Dai, Yadong Mu, Jingdong Wang

* CVPR2020. Code is available at https://github.com/bfshi/DGAM-Weakly-Supervised-Action-Localization 

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Self-supervised Object Motion and Depth Estimation from Video


Dec 09, 2019
Qi Dai, Vaishakh Patil, Simon Hecker, Dengxin Dai, Luc Van Gool, Konrad Schindler


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Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting


Sep 17, 2019
Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Jun-Yan He, Alexander Hauptmann

* ACM Multimedia 2019 

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Learning Spatial Awareness to Improve Crowd Counting


Sep 16, 2019
Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Alexander Hauptmann

* ICCV 2019 Oral 

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Decoupling Localization and Classification in Single Shot Temporal Action Detection


Apr 16, 2019
Yupan Huang, Qi Dai, Yutong Lu

* ICME 2019. https://github.com/HYPJUDY/Decouple-SSAD 

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