Towards Domain Generalization in Object Detection

27 March 2022

Peng Cui

Papers citing "Towards Domain Generalization in Object Detection"

21 / 21 papers shown

Title
CornerPoint3D: Look at the Nearest Corner Instead of the Center Ruixiao Zhang Runwei Guan X. Chen Adam Prugel-Bennett Xiaohao Cai 3DPC 48 0 0 03 Apr 2025
Domain-invariant Progressive Knowledge Distillation for UAV-based Object Detection Liang Yao Fan Liu Chuanyi Zhang Zhiquan Ou Ting Wu VLM 39 4 0 21 Aug 2024
ScAR: Scaling Adversarial Robustness for LiDAR Object Detection Xiaohu Lu H. Radha AAML 3DPC 24 0 0 05 Dec 2023
Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection Ryosuke Furuta Yoichi Sato 21 0 0 30 Oct 2023
Generalizable Person Search on Open-world User-Generated Video Content Junjie Li Guanshuo Wang Yichao Yan Fufu Yu Qiong Jia Jie Qin Shouhong Ding Xiaokang Yang 16 0 0 16 Oct 2023
Pareto Invariant Representation Learning for Multimedia Recommendation Shanshan Huang Haoxuan Li Qingsong Li Chunyuan Zheng Li Liu CML 13 11 0 09 Aug 2023
MDT3D: Multi-Dataset Training for LiDAR 3D Object Detection Generalization Louis Soum-Fontez Jean-Emmanuel Deschaud Franccois Goulette 3DPC 11 8 0 02 Aug 2023
COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts Xiaofeng Mao YueFeng Chen Yao Zhu Da Chen Hang Su Rong Zhang H. Xue ObjD OOD 26 18 0 24 Jul 2023
Persistent Homology Meets Object Unity: Object Recognition in Clutter Ekta U. Samani A. Banerjee 33 5 0 05 May 2023
Model Agnostic Sample Reweighting for Out-of-Distribution Learning Xiao Zhou Yong Lin Renjie Pi Weizhong Zhang Renzhe Xu Peng Cui Tong Zhang OODD 23 60 0 24 Jan 2023
Cross-domain Transfer of defect features in technical domains based on partial target data T. Schlagenhauf Tim Scheurenbrand 28 1 0 24 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai F. I. F. Richard Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 16 11 0 08 Nov 2022
Decoupled Mixup for Generalized Visual Recognition Haozhe Liu Wentian Zhang Jinheng Xie Haoqian Wu Bing Li Ziqi Zhang Yuexiang Li Yawen Huang Bernard Ghanem Yefeng Zheng 10 1 0 26 Oct 2022
A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization Renzhe Xu Xingxuan Zhang Zheyan Shen Tong Zhang Peng Cui OOD 16 26 0 03 Nov 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 29 513 0 31 Aug 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 14 49 0 13 Jul 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 59 726 0 24 Apr 2021
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu Yanpeng Cao 173 111 0 27 Feb 2021
Detection in Crowded Scenes: One Proposal, Multiple Predictions Xuangeng Chu Anlin Zheng X. Zhang Jian-jun Sun ObjD 80 170 0 20 Mar 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 127 283 0 20 Mar 2020
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian-jun Sun 211 672 0 30 Apr 2018