MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection

7 March 2021

VS Vibashan

Vikram Gupta

Poojan Oza

Vishwanath A. Sindagi

Vishal M. Patel

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Papers citing "MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection"

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Title
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
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Giulio Mattolin Luca Zanella Elisa Ricci Yiming Wang ObjD 27 40 0 20 Oct 2022
Spatio-Temporal-based Context Fusion for Video Anomaly Detection Chao Hu Weibin Qiu Weijie Wu Liqiang Zhu 9 10 0 18 Oct 2022
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Giovanni Pasqualino Antonino Furnari G. Farinella 20 6 0 03 Oct 2022
AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection Maximilian Menke Thomas Wenzel Andreas Schwung 30 4 0 31 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh G. El Fakhri Je-Won Kang Jonghye Woo OOD 38 191 0 15 Aug 2022
Memory-Guided Collaborative Attention for Nighttime Thermal Infrared Image Colorization Fuya Luo Yijun Cao Kai-Fu Yang Yongjie Li 25 2 0 05 Aug 2022
Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation Shao-Yuan Lo Wei Wang Jim Thomas Jingjing Zheng Vishal M. Patel Cheng-Hao Kuo 15 14 0 30 Jul 2022
Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box Jayeon Yoo Inseop Chung Nojun Kwak ObjD 21 5 0 20 Jul 2022
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection Do mirae Seogkyu Jeon Pilhyeon Lee Kibeom Hong Yuseung Ma H. Byun 19 5 0 20 Jul 2022
Label Matching Semi-Supervised Object Detection Binbin Chen Weijie Chen Shicai Yang Yunyi Xuan Jie Song Di Xie Shiliang Pu Mingli Song Yueting Zhuang 25 74 0 14 Jun 2022
Learning Domain Adaptive Object Detection with Probabilistic Teacher Meilin Chen Weijie Chen Shicai Yang Jie Song Xinchao Wang ... Yunfeng Yan Donglian Qi Yueting Zhuang Di Xie Shiliang Pu 54 74 0 13 Jun 2022
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics Lijun Gou Jinrong Yang Hangchen Yu Pan Wang Xiaoping Li Chao Deng 22 2 0 12 Jun 2022
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection Chaoqi Chen Jiongcheng Li Hong-Yu Zhou Xiaoguang Han Yue Huang Xinghao Ding Yizhou Yu 19 40 0 06 Jun 2022
Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment Jinhong Deng Xiaoyue Zhang Wen Li Lixin Duan 17 7 0 01 Jun 2022
Cross Domain Object Detection by Target-Perceived Dual Branch Distillation Meng He Yali Wang Jiaxi Wu Yiru Wang Hanqing Li Bo-wen Li Weihao Gan Wei Wu Yu Qiao 28 69 0 03 May 2022
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection Jiaxi Wu Jiaxin Chen Meng He Yiru Wang Bo-wen Li Bingqi Ma Weihao Gan Wei Wu Yali Wang Di Huang 21 27 0 17 Apr 2022
Towards Online Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 24 42 0 11 Apr 2022
Multi-Granularity Alignment Domain Adaptation for Object Detection Wenzhang Zhou Dawei Du Libo Zhang Tiejian Luo Yanjun Wu ObjD 42 58 0 31 Mar 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 27 66 0 29 Mar 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object Detection Liang Zhao Limin Wang 25 74 0 29 Mar 2022
SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection Wuyang Li Xinyu Liu Yixuan Yuan 36 138 0 12 Mar 2022
Integrated Multiscale Domain Adaptive YOLO Mazin Hnewa H. Radha 20 36 0 07 Feb 2022
Interactron: Embodied Adaptive Object Detection Klemen Kotar Roozbeh Mottaghi 36 25 0 01 Feb 2022
OSSID: Online Self-Supervised Instance Detection by (and for) Pose Estimation Qiao Gu Brian Okorn David Held 20 9 0 18 Jan 2022
Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Dongnan Liu Chaoyi Zhang Yang Song Heng Huang Chenyu Wang Michael Barnett Weidong (Tom) Cai 10 37 0 06 Jan 2022
Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection R. Liu Yahong Han Yaowei Wang Qi Tian 24 2 0 16 Dec 2021
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 31 89 0 25 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 33 14 0 11 Nov 2021
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning VS Vibashan Domenick Poster Suya You Shuowen Hu Vishal M. Patel AI4CE 24 30 0 07 Oct 2021
Decoupled Adaptation for Cross-Domain Object Detection Junguang Jiang Baixu Chen Jianmin Wang Mingsheng Long ObjD 66 64 0 06 Oct 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li R. L. Jin ViT 59 215 0 13 Sep 2021
Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection Minjie Cai Minyi Luo Xionghu Zhong Hao Chen OOD 19 6 0 28 Aug 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 18 11 0 26 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 66 49 0 08 Aug 2021
Source Data-Free Cross-Domain Semantic Segmentation: Align, Teach and Propagate Yuxi Wang Jian Liang Zhaoxiang Zhang 28 5 0 22 Jun 2021
Attention-based Domain Adaptation for Single Stage Detectors Vidit Vidit Mathieu Salzmann ObjD 30 13 0 14 Jun 2021
Spectral Unsupervised Domain Adaptation for Visual Recognition Jingyi Zhang Jiaxing Huang Zichen Tian Shijian Lu 28 66 0 11 Jun 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 39 170 0 27 May 2021
DA-DETR: Domain Adaptive Detection Transformer with Information Fusion Jingyi Zhang Jiaxing Huang Zhipeng Luo Gongjie Zhang Xiaoqin Zhang Shijian Lu ViT 4 35 0 31 Mar 2021
Deep Visual Domain Adaptation G. Csurka OOD 141 185 0 28 Dec 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