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 / 218 papers shown

Title
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang Ran He Jiashi Feng 151 250 0 14 Dec 2020
Two-phase Pseudo Label Densification for Self-training based Domain Adaptation Inkyu Shin Sanghyun Woo Fei Pan InSo Kweon 27 114 0 09 Dec 2020
Self-Supervised Real-to-Sim Scene Generation Aayush Prakash Shoubhik Debnath Jean-Francois Lafleche Eric Cameracci Gavriel State Stan Birchfield M. Law 35 26 0 30 Nov 2020
UFO $^2$ : A Unified Framework towards Omni-supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Alex Schwing Jan Kautz ObjD 206 35 0 21 Oct 2020
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization Nakul Agarwal Yi-Ting Chen Behzad Dariush Ming-Hsuan Yang 27 8 0 19 Oct 2020
Semi-Supervised Image Deraining using Gaussian Processes R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 14 20 0 25 Sep 2020
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Ganlong Zhao Guanbin Li Ruijia Xu Liang Lin ObjD 8 104 0 17 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 39 264 0 01 Sep 2020
Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Taekyung Kim Changick Kim 30 136 0 18 Jul 2020
URIE: Universal Image Enhancement for Visual Recognition in the Wild Taeyoung Son Juwon Kang N. Kim Sunghyun Cho Suha Kwak OOD 27 47 0 17 Jul 2020
Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Le Thanh Nguyen-Meidine Atif Bela M. Kiran Jose Dolz Louis-Antoine Blais-Morin Eric Granger 38 82 0 14 Jul 2020
Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang 31 125 0 05 Jul 2020
Synergistic saliency and depth prediction for RGB-D saliency detection Yue Wang Yuke Li J. Elder Huchuan Lu Runmin Wu Lu Zhang MDE 11 8 0 03 Jul 2020
Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN Zhenwei He Lei Zhang ObjD 19 133 0 03 Jul 2020
Domain Contrast for Domain Adaptive Object Detection Feng Liu Xiaosong Zhang Fang Wan Xiangyang Ji QiXiang Ye 24 31 0 26 Jun 2020
Syn2Real Transfer Learning for Image Deraining using Gaussian Processes R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 34 173 0 10 Jun 2020
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images? Weixing Liu Jun Liu B. Luo 16 9 0 09 Jun 2020
Keep it Simple: Image Statistics Matching for Domain Adaptation A. Abramov Christopher Bayer Claudio Heller OOD 22 24 0 26 May 2020
Class-Aware Domain Adaptation for Improving Adversarial Robustness Xianxu Hou Jingxin Liu Bolei Xu Xiaolong Wang Bozhi Liu Guoping Qiu OOD AAML 43 8 0 10 May 2020
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting Dongnan Liu Donghao Zhang Yang Song Fan Zhang L. O’Donnell Heng-Chiao Huang Mei Chen Weidong (Tom) Cai 43 75 0 05 May 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 25 123 0 02 Apr 2020
Spatial Attention Pyramid Network for Unsupervised Domain Adaptation Congcong Li Dawei Du Libo Zhang Longyin Wen Tiejian Luo Y. Wu Pengfei Zhu 16 112 0 29 Mar 2020
Adaptive Object Detection with Dual Multi-Label Prediction Z. Zhao Yuhong Guo Haifeng Shen Jieping Ye 27 54 0 29 Mar 2020
Cross-domain Detection via Graph-induced Prototype Alignment Minghao Xu Hang Wang Bingbing Ni Qi Tian Wenjun Zhang ObjD OOD 27 238 0 28 Mar 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 168 198 0 23 Mar 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 135 284 0 20 Mar 2020
Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection Zongxian Li QiXiang Ye Chong Zhang Jingjing Liu Shijian Lu Yonghong Tian TTA 26 27 0 19 Mar 2020
iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection Chenfan Zhuang Xintong Han Weilin Huang Matthew R. Scott OOD 30 81 0 09 Mar 2020
Unbiased Mean Teacher for Cross-domain Object Detection Jinhong Deng Wen Li Yuhua Chen Lixin Duan 79 286 0 02 Mar 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 50 1,210 0 20 Feb 2020
Deep Domain Adaptive Object Detection: a Survey Wanyi Li Fuyu Li Yongkang Luo Peng Wang Jia sun ObjD 19 60 0 17 Feb 2020
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang Ming-Hsuan Yang 32 387 0 23 Jan 2020
Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis Qin Wang Gabriel Michau Olga Fink 17 55 0 07 Jan 2020
Adversarial Cross-Domain Action Recognition with Co-Attention Boxiao Pan Zhangjie Cao Ehsan Adeli Juan Carlos Niebles ViT 27 103 0 22 Dec 2019
Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Fuxun Yu Di Wang Yinpeng Chen Nikolaos Karianakis Tong Shen Pei Yu Dimitrios Lymberopoulos Sidi Lu Weisong Shi Xiang Chen 28 33 0 17 Nov 2019
Curriculum Self-Paced Learning for Cross-Domain Object Detection Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe OOD ObjD 24 71 0 15 Nov 2019
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses Zhiqiang Shen Harsh Maheshwari Weichen Yao Marios Savvides ObjD 27 93 0 06 Nov 2019
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 44 304 0 24 Oct 2019
Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection Woo-han Yun Taewoo Kim Jaeyeon Lee Jaehong Kim Junmo Kim 26 1 0 26 Sep 2019
Wasserstein Distance Based Domain Adaptation for Object Detection Pengcheng Xu Prudhvi K. Gurram Gene T. Whipps Rama Chellappa OOD 36 21 0 18 Sep 2019
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 233 790 0 26 Aug 2019
Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach Zhenyu Wu Karthik Suresh Priya Narayanan Hongyu Xu H. Kwon Zhangyang Wang AAML 26 76 0 11 Aug 2019
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector Qi Fan Wei Zhuo Chi-Keung Tang Yu-Wing Tai ObjD 29 525 0 06 Aug 2019
Multi-level Domain Adaptive learning for Cross-Domain Detection Rongchang Xie Fei Yu Jiachao Wang Yizhou Wang Li Zhang ObjD OOD 22 92 0 26 Jul 2019
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection Keren Ye Ruotong Wang Adriana Kovashka Wei Li Danfeng Qin Jesse Berent 25 60 0 23 Jul 2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night Vinicius F. Arruda T. M. Paixão Rodrigo Berriel Alberto F. de Souza C. Badue N. Sebe Thiago Oliveira-Santos ViT 15 103 0 19 Jul 2019
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming Claudio Michaelis Benjamin Mitzkus Robert Geirhos E. Rusak Oliver Bringmann Alexander S. Ecker Matthias Bethge Wieland Brendel 3DPC 30 437 0 17 Jul 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 28 243 0 12 Jul 2019
Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Ziliang Chen Jingyu Zhuang Xiaodan Liang Liang Lin OOD 33 83 0 08 Jul 2019
Learning Deep Image Priors for Blind Image Denoising Xianxu Hou Hongming Luo Jingxin Liu Bolei Xu Ke Sun Yuanhao Gong Bozhi Liu Guoping Qiu 33 7 0 04 Jun 2019