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DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers



Changlin Li , Guangrun Wang , Bing Wang , Xiaodan Liang , Zhihui Li , Xiaojun Chang

* Extension of the CVPR 2021 oral paper (https://openaccess.thecvf.com/content/CVPR2021/html/Li_Dynamic_Slimmable_Network_CVPR_2021_paper.html

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Dynamic Slimmable Network



Changlin Li , Guangrun Wang , Bing Wang , Xiaodan Liang , Zhihui Li , Xiaojun Chang

* Accepted to CVPR 2021 as an Oral Presentation 

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Scene Graphs: A Survey of Generations and Applications



Xiaojun Chang , Pengzhen Ren , Pengfei Xu , Zhihui Li , Xiaojiang Chen , Alex Hauptmann

* 21 pages 

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NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition



Pengzhen Ren , Gang Xiao , Xiaojun Chang , Yun Xiao , Zhihui Li , Xiaojiang Chen

* 10 pages 

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Self-Weighted Robust LDA for Multiclass Classification with Edge Classes



Caixia Yan , Xiaojun Chang , Minnan Luo , Qinghua Zheng , Xiaoqin Zhang , Zhihui Li , Feiping Nie

* 17 pages, has been accepted by ACM TIST 

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A Survey of Deep Active Learning



Pengzhen Ren , Yun Xiao , Xiaojun Chang , Po-Yao Huang , Zhihui Li , Xiaojiang Chen , Xin Wang


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A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions



Pengzhen Ren , Yun Xiao , Xiaojun Chang , Po-Yao Huang , Zhihui Li , Xiaojiang Chen , Xin Wang


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Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification



De Cheng , Yihong Gong , Zhihui Li , Weiwei Shi , Alexander G. Hauptmann , Nanning Zheng

* 9 pages, 4 figures 

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Simple to Complex Cross-modal Learning to Rank



Minnan Luo , Xiaojun Chang , Zhihui Li , Liqiang Nie , Alexander G. Hauptmann , Qinghua Zheng

* 14 pages; Accepted by Computer Vision and Image Understanding 

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