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Learning to Prompt for Vision-Language Models

Sep 21, 2021
Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

* Code: Major updates: 1) fix errors in EuroSAT's 1- and 2-shot results for CoOp; 2) extend to 9 pages 

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Semantically Coherent Out-of-Distribution Detection

Aug 26, 2021
Jingkang Yang, Haoqi Wang, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang, Ziwei Liu

* 15 pages, 7 figures. Accepted by ICCV-2021. Project page: 

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Progressive Representative Labeling for Deep Semi-Supervised Learning

Aug 13, 2021
Xiaopeng Yan, Riquan Chen, Litong Feng, Jingkang Yang, Huabin Zheng, Wayne Zhang

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GIST: Distributed Training for Large-Scale Graph Convolutional Networks

Feb 20, 2021
Cameron R. Wolfe, Jingkang Yang, Arindam Chowdhury, Chen Dun, Artun Bayer, Santiago Segarra, Anastasios Kyrillidis

* 17 pages, 5 figures, pre-print under review 

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Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph

Oct 12, 2020
Jingkang Yang, Weirong Chen, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang

* Accepted to ACM Multimedia 2020 (Oral) 

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Webly Supervised Image Classification with Self-Contained Confidence

Aug 27, 2020
Jingkang Yang, Litong Feng, Weirong Chen, Xiaopeng Yan, Huabin Zheng, Ping Luo, Wayne Zhang

* 16 pages, 4 figures, Accepted to ECCV 2020 

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SeDMiD for Confusion Detection: Uncovering Mind State from Time Series Brain Wave Data

Nov 29, 2016
Jingkang Yang, Haohan Wang, Jun Zhu, Eric P. Xing

* 11 pages, 2 figures, NIPS 2016 Time Series Workshop 

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