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Boosting Out-of-Distribution Detection with Multiple Pre-trained Models


Dec 24, 2022
Feng Xue, Zi He, Chuanlong Xie, Falong Tan, Zhenguo Li

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Generative Negative Text Replay for Continual Vision-Language Pretraining


Oct 31, 2022
Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li, Xuming He

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* ECCV 2022 

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ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization


Oct 17, 2022
Qishi Dong, Awais Muhammad, Fengwei Zhou, Chuanlong Xie, Tianyang Hu, Yongxin Yang, Sung-Ho Bae, Zhenguo Li

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Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving


Oct 17, 2022
Longhui Yu, Yifan Zhang, Lanqing Hong, Fei Chen, Zhenguo Li

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* Accepted at BMVC 2022 

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CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds


Oct 09, 2022
Haiyang Wang, Lihe Ding, Shaocong Dong, Shaoshuai Shi, Aoxue Li, Jianan Li, Zhenguo Li, Liwei Wang

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* Accept by NeurIPS2022 

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DevNet: Self-supervised Monocular Depth Learning via Density Volume Construction


Sep 20, 2022
Kaichen Zhou, Lanqing Hong, Changhao Chen, Hang Xu, Chaoqiang Ye, Qingyong Hu, Zhenguo Li

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* Accepted by European Conference on Computer Vision 2022 (ECCV2022) 

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DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection


Sep 20, 2022
Lewei Yao, Jianhua Han, Youpeng Wen, Xiaodan Liang, Dan Xu, Wei Zhang, Zhenguo Li, Chunjing Xu, Hang Xu

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* Accepted to NeurIPS 2022 

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Improved OOD Generalization via Conditional Invariant Regularizer


Jul 14, 2022
Mingyang Yi, Ruoyu Wang, Jiachen Sun, Zhenguo Li, Zhi-Ming Ma

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Learning to Prove Trigonometric Identities


Jul 14, 2022
Zhou Liu, Yujun Li, Zhengying Liu, Lin Li, Zhenguo Li

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PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework


Jun 10, 2022
Ning Kang, Shanzhao Qiu, Shifeng Zhang, Zhenguo Li, Shutao Xia

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