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On-Device Domain Generalization


Sep 15, 2022
Kaiyang Zhou, Yuanhan Zhang, Yuhang Zang, Jingkang Yang, Chen Change Loy, Ziwei Liu

* Preprint 

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Panoptic Scene Graph Generation


Jul 22, 2022
Jingkang Yang, Yi Zhe Ang, Zujin Guo, Kaiyang Zhou, Wayne Zhang, Ziwei Liu

* Accepted to ECCV'22 (Paper ID #222, Final Score 2222). Project Page: https://psgdataset.org/. OpenPSG Codebase: https://github.com/Jingkang50/OpenPSG 

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Detecting Humans in RGB-D Data with CNNs


Jul 17, 2022
Kaiyang Zhou, Adeline Paiement, Majid Mirmehdi

* An (outdated) MSc project (2016), which studied how to use CNNs to detect humans in RGBD data 

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Neural Prompt Search


Jun 14, 2022
Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu

* Code: https://github.com/Davidzhangyuanhan/NOAH 

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Full-Spectrum Out-of-Distribution Detection


Apr 11, 2022
Jingkang Yang, Kaiyang Zhou, Ziwei Liu

* Code and benchmarks are integrated in OpenOOD: https://github.com/Jingkang50/OpenOOD, a unified codebase for OOD detection 

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Open-Vocabulary DETR with Conditional Matching


Mar 22, 2022
Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy


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Conditional Prompt Learning for Vision-Language Models


Mar 10, 2022
Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

* CVPR 2022. TL;DR: We propose a conditional prompt learning approach to solve the generalizability issue of static prompts 

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Dynamic Instance Domain Adaptation


Mar 09, 2022
Zhongying Deng, Kaiyang Zhou, Da Li, Junjun He, Yi-Zhe Song, Tao Xiang

* 10 pages, 7 figures 

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Domain Attention Consistency for Multi-Source Domain Adaptation


Nov 06, 2021
Zhongying Deng, Kaiyang Zhou, Yongxin Yang, Tao Xiang

* Accepted to BMVC 2021 as oral presentation 

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