Domain Adaptive Faster R-CNN for Object Detection in the Wild

8 March 2018

Luc Van Gool

Papers citing "Domain Adaptive Faster R-CNN for Object Detection in the Wild"

50 / 198 papers shown

Title
Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection Hongda Qin Xiao Lu Zhiyong Wei Yihong Cao Kailun Yang Ningjiang Chen ObjD MLLM VLM 31 0 0 12 May 2025
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion Boyuan Meng Xinming Zhang Peilin Li Zhe Wu Yiming Li Wenkai Zhao B. Yu Hui-Liang Shen ViT 117 0 0 02 May 2025
Style-Adaptive Detection Transformer for Single-Source Domain Generalized Object Detection Jianhong Han Yupei Wang Liang Chen ViT 42 0 0 29 Apr 2025
DG-DETR: Toward Domain Generalized Detection Transformer Seongmin Hwang Daeyoung Han Moongu Jeon ViT 65 0 0 28 Apr 2025
A Robust Real-Time Lane Detection Method with Fog-Enhanced Feature Fusion for Foggy Conditions Ronghui Zhang Yuhang Ma Tengfei Li Ziyu Lin Yueying Wu Junzhou Chen Lin Zhang Jia Hu Tony Z. Qiu Konghui Guo 41 0 0 08 Apr 2025
ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing Yuka Ogino Yuho Shoji Takahiro Toizumi Atsushi Ito 54 1 0 31 Dec 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection Yiming Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 34 3 0 11 Oct 2024
Domain-independent detection of known anomalies Jonas Buhler Jonas Fehrenbach Lucas Steinmann Christian Nauck Marios Koulakis 34 0 0 03 Jul 2024
Syn-to-Real Unsupervised Domain Adaptation for Indoor 3D Object Detection Yunsong Wang Na Zhao Gim Hee Lee 3DPC 40 1 0 17 Jun 2024
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation Yawen Zou Chunzhi Gu Junzhou Yu Shangce Gao Chao Zhang 54 1 0 26 May 2024
Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection Mu Wang 47 0 0 23 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 42 1 0 04 Apr 2024
Align and Distill: Unifying and Improving Domain Adaptive Object Detection Justin Kay T. Haucke Suzanne Stathatos Siqi Deng Erik Young Pietro Perona Sara Beery Grant Van Horn 59 4 0 18 Mar 2024
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors Atif Belal Akhil Meethal Francisco Perdigon Romero M. Pedersoli Eric Granger 43 1 0 14 Mar 2024
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation Sanqing Qu Tianpei Zou Lianghua He Florian Röhrbein Alois Knoll Guang Chen Changjun Jiang 45 12 0 06 Mar 2024
Domain Adaptation Using Pseudo Labels S. Chhabra Hemanth Venkateswara Baoxin Li 27 1 0 09 Feb 2024
Domain Similarity-Perceived Label Assignment for Domain Generalized Underwater Object Detection Xisheng Li Wei Li Pinhao Song Mingjun Zhang Jie-Gui Zhou 29 0 0 20 Dec 2023
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization David Pujol-Perich Albert Clapés Sergio Escalera 37 0 0 20 Dec 2023
ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments L. Saad Saoud Zhenwei Niu Atif Sultan Lakmal D. Seneviratne Irfan Hussain 29 2 0 11 Dec 2023
Object-based (yet Class-agnostic) Video Domain Adaptation Dantong Niu Amir Bar Roei Herzig Trevor Darrell Anna Rohrbach 22 1 0 29 Nov 2023
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory Lei Qi Peng Dong Tan Xiong Hui Xue Xin Geng 39 4 0 22 Nov 2023
Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition Xiangyu Shi Yanyuan Qiao Qi Wu Lingqiao Liu Feras Dayoub 49 0 0 30 Oct 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 34 2 0 20 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 38 18 0 24 Jul 2023
PE-YOLO: Pyramid Enhancement Network for Dark Object Detection Xi Yin Zhen Yu Zetao Fei Wen Lv Xinchen Gao ObjD 25 36 0 20 Jul 2023
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather Jinlong Li Runsheng Xu Xinyu Liu Jin Ma Baolu Li Q. Zou Jiaqi Ma Hongkai Yu 32 7 0 18 Jul 2023
PM-DETR: Domain Adaptive Prompt Memory for Object Detection with Transformers Peidong Jia Jiaming Liu Senqiao Yang Jiarui Wu Xiaodong Xie Shanghang Zhang VLM 45 2 0 01 Jul 2023
Learning Domain-Aware Detection Head with Prompt Tuning Haochen Li Rui Zhang Hantao Yao Xinkai Song Yifan Hao Yongwei Zhao Ling Li Yunji Chen VLM 27 14 0 09 Jun 2023
Cross-Domain Car Detection Model with Integrated Convolutional Block Attention Mechanism Haoxuan Xu Songning Lai Xianyang Li Y. Yang ViT 20 15 0 31 May 2023
Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains Min Xu Lingyun Qin Weijie Chen Shiliang Pu Lei Zhang OOD 19 29 0 06 Apr 2023
Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Rui Xu Yong Luo Bo Du OOD 32 1 0 03 Apr 2023
Robust Test-Time Adaptation in Dynamic Scenarios Longhui Yuan Binhui Xie Shuangliang Li TTA 29 112 0 24 Mar 2023
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mikhail Kennerley Jian-Gang Wang B. Veeravalli R. Tan ObjD 48 34 0 24 Mar 2023
HazardNet: Road Debris Detection by Augmentation of Synthetic Models Tae Eun Choe Jane Wu Xiao-Hui Lin Karen Kwon Min-Gyu Park 35 3 0 14 Mar 2023
Modality-Agnostic Debiasing for Single Domain Generalization Sanqing Qu Yingwei Pan Guang-Sheng Chen Ting Yao Changjun Jiang Tao Mei 33 20 0 13 Mar 2023
FIT: Frequency-based Image Translation for Domain Adaptive Object Detection Siqi Zhang Lu Zhang Zhiyong Liu Hangtao Feng 26 0 0 07 Mar 2023
Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation Ruyu Wang Sabrina Hoppe Eduardo Monari Marco F. Huber 27 16 0 16 Feb 2023
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 Bowen Xu Mingtao Chen Wenlong Guan Lulu Hu 28 37 0 15 Feb 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Chuanglu Zhu Kebin Liu Wenqi Tang Ke Mei Jiaqi Zou Tiejun Huang 57 1 0 14 Feb 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Zhize Wu Changjiang Du Lekang Zou Ming Tan Tong Xu Fan-Ning Cheng Fudong Nian T. Weise 27 2 0 30 Jan 2023
Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking C. Abeysinghe C. Reid Hamid Rezatofighi B. Meyer 23 4 0 25 Jan 2023
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation Munan Ning Donghuan Lu Yujia Xie Dongdong Chen Dong Wei Yefeng Zheng Yonghong Tian Shuicheng Yan Liuliang Yuan 30 9 0 18 Jan 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 44 4 0 13 Jan 2023
Adversarial Alignment for Source Free Object Detection Qi Chu Shuyan Li Guangyi Chen Kai Li Xiu Li 26 35 0 11 Jan 2023
Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment Libo Zhang Wenzhang Zhou Heng Fan Tiejian Luo Haibin Ling ObjD 21 12 0 01 Jan 2023
Bridging the Domain Gap in Satellite Pose Estimation: a Self-Training Approach based on Geometrical Constraints Zi Wang Minglin Chen Yulan Guo Zhang Li Qifeng Yu 30 33 0 23 Dec 2022
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 36 12 0 15 Dec 2022
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation En Yu Songtao Liu Zhuoling Li Jinrong Yang Zeming Li Shoudong Han Wenbing Tao 25 12 0 03 Dec 2022
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization Prithvijit Chattopadhyay Kartik Sarangmath Vivek Vijaykumar Judy Hoffman 47 24 0 02 Dec 2022
Domain Adaptive Scene Text Detection via Subcategorization Zichen Tian Chuhui Xue Jingyi Zhang Shijian Lu 26 3 0 01 Dec 2022