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Finetuning Pretrained Vision-Language Models with Correlation Information Bottleneck for Robust Visual Question Answering


Sep 14, 2022
Jingjing Jiang, Ziyi Liu, Nanning Zheng

* 20 pages, 4 figures, 13 tables 

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DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection


Jul 22, 2022
Jinrong Yang, Lin Song, Songtao Liu, Zeming Li, Xiaoping Li, Hongbin Sun, Jian Sun, Nanning Zheng


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Learning to Refactor Action and Co-occurrence Features for Temporal Action Localization


Jun 23, 2022
Kun Xia, Le Wang, Sanping Zhou, Nanning Zheng, Wei Tang

* Accepted by CVPR 2022 

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Social Interpretable Tree for Pedestrian Trajectory Prediction


May 26, 2022
Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Fang Zheng, Nanning Zheng, Gang Hua

* Accepted by AAAI2022 

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Test-time Batch Normalization


May 20, 2022
Tao Yang, Shenglong Zhou, Yuwang Wang, Yan Lu, Nanning Zheng


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Visual Concepts Tokenization


May 20, 2022
Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng

* Preprint, under review 

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Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models


Mar 07, 2022
Shengnan An, Yifei Li, Zeqi Lin, Qian Liu, Bei Chen, Qiang Fu, Weizhu Chen, Nanning Zheng, Jian-Guang Lou


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Trajectory Forecasting from Detection with Uncertainty-Aware Motion Encoding


Feb 10, 2022
Pu Zhang, Lei Bai, Jianru Xue, Jianwu Fang, Nanning Zheng, Wanli Ouyang

* 11 pages, 4 figures 

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LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering


Nov 30, 2021
Jingjing Jiang, Ziyi Liu, Nanning Zheng

* 11 pages, 5 figures, Code: https://github.com/jingjing12110/LiVLR-VideoQA 

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Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition


Nov 07, 2021
Pengfei Zhang, Cuiling Lan, Wenjun Zeng, Junliang Xing, Jianru Xue, Nanning Zheng


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