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Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation

22 March 2021

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Papers citing "Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation"

45 / 45 papers shown

Title
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 535 0 0 02 May 2025
Multi-Perspective Data Augmentation for Few-shot Object DetectionInternational Conference on Learning Representations (ICLR), 2025 Anh-Khoa Nguyen Vu Quoc-Truong Truong Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do Tam V. Nguyen 249 3 0 25 Feb 2025
InfRS: Incremental Few-Shot Object Detection in Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Wuzhou Li Jiawei Zhou Xiang Li Yi Cao Guanglu Jin Xuemin Zhang 190 4 0 18 May 2024
Deployment Prior Injection for Run-time Calibratable Object Detection Mo Zhou Yiding Yang Haoxiang Li Vishal M. Patel Gang Hua 168 0 0 27 Feb 2024
Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection Yuantao Yin Ping Yin 97 0 0 20 Jan 2024
Re-Scoring Using Image-Language Similarity for Few-Shot Object DetectionComputer Vision and Image Understanding (CVIU), 2023 Min Jae Jung S. Han Joohee Kim 215 17 0 01 Nov 2023
Few-Shot Object Detection via Synthetic Features with Optimal TransportComputer Vision and Image Understanding (CVIU), 2023 Anh-Khoa Nguyen Vu Thanh-Toan Do Vinh-Tiep Nguyen Tam Le M. Tran Tam V. Nguyen 186 3 0 29 Aug 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 110 11 0 17 Jul 2023
The Art of Camouflage: Few-shot Learning for Animal Detection and SegmentationIEEE Access (IEEE Access), 2023 Thanh-Tung Phan-Nguyen Anh-Khoa Nguyen Vu Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do M. Tran Tam V. Nguyen 157 8 0 15 Apr 2023
Face Transformer: Towards High Fidelity and Accurate Face Swapping Kaiwen Cui Rongliang Wu Fangneng Zhan Shijian Lu ViT CVBM 140 14 0 05 Apr 2023
High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data FusionPLoS ONE (PLoS ONE), 2023 Anh Duy Nguyen H. Pham Huynh Thanh Trung Quoc Viet Hung Nguyen Thao Nguyen Truong Phi Le Nguyen MedIm 141 7 0 17 Mar 2023
NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature ForgingComputer Vision and Pattern Recognition (CVPR), 2023 Karim Guirguis Johannes Meier George Eskandar Matthias Kayser B. Yang Juergen Beyerer 156 13 0 09 Mar 2023
Multi-Modal Few-Shot Temporal Action Detection Sauradip Nag Mengmeng Xu Xiatian Zhu Juan-Manuel Perez-Rua Guohao Li Yi-Zhe Song Tao Xiang VLM 122 7 0 27 Nov 2022
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query LocalizationComputer Vision and Pattern Recognition (CVPR), 2022 Mengmeng Xu Yanghao Li Cheng-Yang Fu Guohao Li Tao Xiang Juan-Manuel Perez-Rua 177 17 0 18 Nov 2022
Towards Generalized Few-Shot Open-Set Object DetectionIEEE Transactions on Image Processing (IEEE TIP), 2022 Binyi Su Qichuan Geng Jingzhi Li Zhongjun Zhou 212 11 0 28 Oct 2022
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 142 4 0 25 Oct 2022
Towards Discriminative and Transferable One-Stage Few-Shot Object DetectorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Karim Guirguis Mohamed Abdelsamad George Eskandar Ahmed Hendawy Matthias Kayser B. Yang Jürgen Beyerer ObjD 162 2 0 11 Oct 2022
Fast Hierarchical Learning for Few-Shot Object DetectionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Yihang She Goutam Bhat Martin Danelljan Feng Yu ObjD 123 1 0 10 Oct 2022
Hierarchical Few-Shot Object Detection: Problem, Benchmark and MethodACM Multimedia (ACM MM), 2022 Jun Liu Yang Wang Jiaogen Zhou Chenbo Zhang Yinglu Zhang Jihong Guan Yatao Bian Shuigeng Zhou 172 13 0 08 Oct 2022
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers Achin Jain Kibok Lee Gurumurthy Swaminathan Han Yang Bernt Schiele Avinash Ravichandran Onkar Dabeer ViT 199 1 0 13 Sep 2022
Towards Efficient Use of Multi-Scale Features in Transformer-Based Object DetectorsComputer Vision and Pattern Recognition (CVPR), 2022 Gongjie Zhang Zhipeng Luo Zichen Tian Yingchen Yu Jingyi Zhang Shijian Lu 172 38 0 24 Aug 2022
Blind Users Accessing Their Training Images in Teachable Object RecognizersInternational ACM SIGACCESS Conference on Computers and Accessibility (ASSETS), 2022 Jonggi Hong Jaina Gandhi Ernest Essuah Mensah Farnaz Zamiri Zeraati Ebrima Jarjue Kyungjun Lee Hernisa Kacorri VLM 160 19 0 16 Aug 2022
Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning Dong Huk Park Jongmin Lee ObjD 251 13 0 15 Aug 2022
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zhipeng Luo Gongjie Zhang Changqing Zhou Ti Liu Shijian Lu Liang Pan 3DPC ViT 144 11 0 04 Aug 2022
Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation ExploitationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Gongjie Zhang Zhipeng Luo Kaiwen Cui Shijian Lu Eric P. Xing ViT 177 145 0 30 Jul 2022
Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature FusionInternational Journal of Computer Vision (IJCV), 2022 Gongjie Zhang Zhipeng Luo Jiaxing Huang Shijian Lu Eric Xing ViT 161 28 0 28 Jul 2022
Few-shot Object Counting and DetectionEuropean Conference on Computer Vision (ECCV), 2022 Trung Quoc Nguyen Chau Pham Khoi Duc Minh Nguyen Minh Hoai 105 63 0 22 Jul 2022
iFS-RCNN: An Incremental Few-shot Instance SegmenterComputer Vision and Pattern Recognition (CVPR), 2022 Khoi Duc Minh Nguyen S. Todorovic ISeg CLL 156 28 0 31 May 2022
Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object DetectionIEEE International Conference on Computer Vision (ICCV), 2022 Yifan Zhang Xiaosong Zhang Zhiliang Peng Zonghao Guo Fang Wan Xian-Wei Ji QiXiang Ye ObjD 148 25 0 19 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and OpportunitiesACM Computing Surveys (ACM CSUR), 2022 Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 219 499 0 13 May 2022
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Na Dong Yongqiang Zhang Mingli Ding G. Lee CLL 144 39 0 09 May 2022
Sylph: A Hypernetwork Framework for Incremental Few-shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Li Yin Juan-Manuel Perez-Rua Kevin J. Liang ObjD 139 36 0 25 Mar 2022
Accelerating DETR Convergence via Semantic-Aligned MatchingComputer Vision and Pattern Recognition (CVPR), 2022 Gongjie Zhang Zhipeng Luo Yingchen Yu Kaiwen Cui Shijian Lu ViT 162 118 0 14 Mar 2022
A Unified Framework for Attention-Based Few-Shot Object Detection Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 144 3 0 06 Jan 2022
PTTR: Relational 3D Point Cloud Object Tracking with TransformerComputer Vision and Pattern Recognition (CVPR), 2021 Changqing Zhou Zhipeng Luo Yueru Luo Tianrui Liu Liang Pan Zhongang Cai Haiyu Zhao Shijian Lu ViT 3DPC 264 118 0 06 Dec 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 167 18 0 30 Oct 2021
Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection Anay Majee A. Subramanian Kshitij Agrawal 145 3 0 28 Oct 2021
A Survey of Self-Supervised and Few-Shot Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Gabriel Huang I. Laradji David Vazquez Damien Scieur Pau Rodríguez López ObjD 187 94 0 27 Oct 2021
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-Net Yu Qiu Yun-Hai Liu Le Zhang Jing Xu ViT 139 41 0 17 Aug 2021
FBC-GAN: Diverse and Flexible Image Synthesis via Foreground-Background Composition Kaiwen Cui Gong-Duo Zhang Fangneng Zhan Jiaxing Huang Shijian Lu 103 5 0 07 Jul 2021
Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification Zhipeng Luo Xiaobing Zhang Shijian Lu Shuai Yi 154 23 0 16 Jun 2021
DETReg: Unsupervised Pretraining with Region Priors for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Amir Bar Xin Wang Vadim Kantorov Colorado Reed Roei Herzig Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 269 129 0 08 Jun 2021
Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect InspectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Gongjie Zhang Kaiwen Cui Tzu-Yi Hung Shijian Lu 130 154 0 28 Mar 2021
Cross-View Regularization for Domain Adaptive Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 153 63 0 03 Mar 2021
YOLO9000: Better, Faster, StrongerComputer Vision and Pattern Recognition (CVPR), 2016 Joseph Redmon Ali Farhadi VLM ObjD 483 16,734 0 25 Dec 2016