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LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds


Oct 14, 2022
Minghua Liu, Yin Zhou, Charles R. Qi, Boqing Gong, Hao Su, Dragomir Anguelov


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Open Long-Tailed Recognition in a Dynamic World


Aug 17, 2022
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

* To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. Extended version of our previous CVPR oral paper (arXiv:1904.05160) 

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medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space


Apr 17, 2022
Amil Dravid, Florian Schiffers, Boqing Gong, Aggelos K. Katsaggelos

* 10 pages, 11 figures, accepted to CVPR TCV workshop 

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Surrogate Gap Minimization Improves Sharpness-Aware Training


Mar 19, 2022
Juntang Zhuang, Boqing Gong, Liangzhe Yuan, Yin Cui, Hartwig Adam, Nicha Dvornek, Sekhar Tatikonda, James Duncan, Ting Liu

* Paper accepted by ICLR22, https://openreview.net/forum?id=edONMAnhLu

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Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text


Dec 14, 2021
Qing Li, Boqing Gong, Yin Cui, Dan Kondratyuk, Xianzhi Du, Ming-Hsuan Yang, Matthew Brown

* preliminary work 

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Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision


Dec 09, 2021
Liangzhe Yuan, Rui Qian, Yin Cui, Boqing Gong, Florian Schroff, Ming-Hsuan Yang, Hartwig Adam, Ting Liu


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Exploring Temporal Granularity in Self-Supervised Video Representation Learning


Dec 08, 2021
Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui


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Anti-Neuron Watermarking: Protecting Personal Data Against Unauthorized Neural Model Training


Sep 18, 2021
Zihang Zou, Boqing Gong, Liqiang Wang


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Federated Multi-Target Domain Adaptation


Aug 17, 2021
Chun-Han Yao, Boqing Gong, Yin Cui, Hang Qi, Yukun Zhu, Ming-Hsuan Yang


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