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
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection Marc-Antoine Lavoie Anas Mahmoud Steven Waslander 39 0 0 29 Mar 2025
Differential Alignment for Domain Adaptive Object Detection Xinyu He Xinhui Li Xiaojie Guo 71 0 0 17 Dec 2024
A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu AI4TS 64 0 0 01 Dec 2024
Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment Hongqi Zhang He Sun Hongmin Gao Feng Han Xu Sun Lianru Gao Bing Zhang 74 0 0 25 Nov 2024
Historical Test-time Prompt Tuning for Vision Foundation Models Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 37 4 0 27 Oct 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 31 3 0 11 Oct 2024
Rethinking Weak-to-Strong Augmentation in Source-Free Domain Adaptive Object Detection Jiuzheng Yang Song Tang Yangkuiyi Zhang Shuaifeng Li Mao Ye Jianwei Zhang Xiatian Zhu 30 1 0 07 Oct 2024
Enhancing Source-Free Domain Adaptive Object Detection with Low-confidence Pseudo Label Distillation Ilhoon Yoon Hyeongjun Kwon Jin-Hwa Kim Junyoung Park Hyunsung Jang Kwanghoon Sohn 46 4 0 18 Jul 2024
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights Yan Hao Florent Forest Olga Fink TTA ObjD 32 4 0 10 Jul 2024
D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms Tajamul Ashraf K. Rangarajan Mohit Gambhir Richa Gabha Chetan Arora MedIm 44 1 0 09 Jul 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment M. S. Danish Muhammad Haris Khan Muhammad Akhtar Munir M. Sarfraz Mohsen Ali ObjD 43 10 0 23 May 2024
DATR: Unsupervised Domain Adaptive Detection Transformer with Dataset-Level Adaptation and Prototypical Alignment Jianhong Han Liang Chen Yupei Wang ViT 44 2 0 20 May 2024
Versatile Teacher: A Class-aware Teacher-student Framework for Cross-domain Adaptation Runou Yang Tian Tian Jinwen Tian 33 3 0 20 May 2024
Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions Xingguang Zhang Chih-Hsien Chou 31 1 0 23 Apr 2024
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection Mikhail Kennerley Jian-Gang Wang B. Veeravalli R. Tan 51 8 0 28 Mar 2024
Sim-to-Real Grasp Detection with Global-to-Local RGB-D Adaptation Haoxiang Ma Ran Qin Modi Shi Boyang Gao Di Huang 29 2 0 18 Mar 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 53 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
Source-free Domain Adaptive Object Detection in Remote Sensing Images Weixing Liu Jun Liu X. Su Han Nie Bin Luo 33 8 0 31 Jan 2024
Periodically Exchange Teacher-Student for Source-Free Object Detection Qipeng Liu Luojun Lin Zhifeng Shen Zhifeng Yang TTA 23 21 0 23 Nov 2023
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 23 0 0 21 Nov 2023
DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection Yongchao Feng Shiwei Li Yingjie Gao Ziyue Huang Yanan Zhang Qingjie Liu Yunhong Wang 43 1 0 17 Nov 2023
OrthoNets: Orthogonal Channel Attention Networks Hadi Salman Caleb Parks Matthew Swan John Gauch 18 9 0 06 Nov 2023
Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector Xuanyi Liu Zhongqi Yue Xian-Sheng Hua 11 0 0 04 Nov 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation Tingliang Feng Hong Shi Xueyang Liu Wei Feng Jie Wang Yanlin Zhou Di Lin 19 5 0 28 Sep 2023
Rethinking Cross-Domain Pedestrian Detection: A Background-Focused Distribution Alignment Framework for Instance-Free One-Stage Detectors Yancheng Cai Bo-Wen Zhang Baopu Li Tao Chen Hongliang Yan Jingdong Zhang Jiahao Xu ObjD 25 9 0 15 Sep 2023
DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions Minsik Jeon Junwon Seo Jihong Min 18 0 0 15 Sep 2023
MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection Onkar Krishna Hiroki Ohashi Saptarshi Sinha ObjD 18 6 0 03 Sep 2023
Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection M. L. Mekhalfi Davide Boscaini Fabio Poiesi 30 6 0 29 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 32 15 0 25 Aug 2023
Unsupervised Domain Adaptive Detection with Network Stability Analysis Wenzhang Zhou Hengrui Fan Tiejian Luo Libo Zhang 48 7 0 16 Aug 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 29 7 0 18 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
SF-FSDA: Source-Free Few-Shot Domain Adaptive Object Detection with Efficient Labeled Data Factory Hanqi Sun R. Gong Konrad Schindler Luc Van Gool 22 1 0 07 Jun 2023
Contrastive Mean Teacher for Domain Adaptive Object Detectors Shengcao Cao D. Joshi Liangyan Gui Yu-xiong Wang ObjD 34 55 0 04 May 2023
Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection Q. Hu Daizong Liu Wei Hu 3DPC 29 27 0 19 Apr 2023
DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection Zongheng Tang Yifan Sun Si Liu Yi Yang ViT 21 10 0 14 Apr 2023
Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation Suho Lee SeungWon Seo Jihyo Kim Yejin Lee Sangheum Hwang 24 5 0 03 Apr 2023
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Shao-Yuan Lo Poojan Oza Sumanth Chennupati Alejandro Galindo Vishal M. Patel 45 12 0 25 Mar 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 37 65 0 20 Mar 2023
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 Bowen Xu Mingtao Chen Wenlong Guan Lulu Hu 25 37 0 15 Feb 2023
Predicting Class Distribution Shift for Reliable Domain Adaptive Object Detection N. H. Chapman Feras Dayoub Will N. Browne Christopher F. Lehnert 21 7 0 13 Feb 2023
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation Licong Guan Xue Yuan 17 9 0 31 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 27 9 0 18 Jan 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann VLM ObjD 22 75 0 13 Jan 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 39 4 0 13 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
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation Yuting Wang Ricardo Guerrero Vladimir Pavlovic 27 5 0 02 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
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain Adaptation Xin Yang Michael Bi Mi Yuan. Yuan Xin Wang R. Tan 26 3 0 24 Nov 2022