v1v2v3 (latest)

RepMet: Representative-based metric learning for classification and one-shot object detection

12 June 2018

Papers citing "RepMet: Representative-based metric learning for classification and one-shot object detection"

50 / 125 papers shown

Title
FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection Shubham Trehan U. Ramachandran Akash Rao Ruth Scimeca Sathyanarayanan N. Aakur VLM 124 0 0 10 Oct 2025
DyCAF-Net: Dynamic Class-Aware Fusion Network Md Abrar Jahin Shahriar Soudeep M. F. Mridha Nafiz Fahad Md. Jakir Hossen 140 0 0 05 Aug 2025
Few-Shot Object Detection via Spatial-Channel State Space Model Zhimeng Xin Tianxu Wu Yixiong Zou Shiming Chen Dingjie Fu Xinge You Mamba 161 0 0 21 Jul 2025
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Ruoyu Chen Hua Zhang Jingzhi Li Li Liu Zhen Huang Simeng Qin 291 4 0 09 Apr 2025
UNEM: UNrolled Generalized EM for Transductive Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2024 Long Zhou Fereshteh Shakeri Aymen Sadraoui Mounir Kaaniche J. Pesquet Ismail Ben Ayed VLM 601 1 0 21 Dec 2024
Improved Diversity-Promoting Collaborative Metric Learning for RecommendationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Shilong Bao Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 353 11 0 02 Sep 2024
PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object DetectionACM Multimedia (MM), 2024 Yingjie Gao Yanan Zhang Ziyue Huang Nanqing Liu Di Huang ObjD 247 13 0 11 Aug 2024
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection Anay Majee Ryan Sharp Rishabh K. Iyer 275 7 0 02 Jul 2024
FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric LearningIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Hossein Rajoli Sahand Khoshdel Fatemeh Afghah Xiaolong Ma 207 7 0 09 Apr 2024
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation Yu Ming Zihao Wu Jie Yang Danyi Li Yuan Gao Changxin Gao Gui-Song Xia Yuanqing Li Li Liang Jin-Gang Yu 276 3 0 26 Feb 2024
GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection Hefei Mei Taijin Zhao Shiyuan Tang Heqian Qiu Lanxiao Wang Minjian Zhang Fanman Meng Hongliang Li ObjD 270 2 0 27 Dec 2023
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement Jing Wang Jinagyun Li Chen Chen Yisi Zhang Haoran Shen Tianxiang Zhang VLM 339 20 0 25 Dec 2023
Decoupled DETR For Few-shot Object Detection Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 255 3 0 20 Nov 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel ObjectsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 228 36 0 19 Sep 2023
Improved Region Proposal Network for Enhanced Few-Shot Object DetectionNeural Networks (Neural Netw.), 2023 Zeyu Shangguan Mohammad Rostami ObjD 247 15 0 15 Aug 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 170 12 0 17 Jul 2023
Fantastic DNN Classifiers and How to Identify them without Data Nathaniel R. Dean D. Sarkar 116 1 0 24 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsIEEE Geoscience and Remote Sensing Magazine (GRSM), 2023 Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 343 153 0 09 May 2023
Generating Features with Increased Crop-related Diversity for Few-Shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Aoxiang Fan Hieu M. Le Dimitris Samaras ObjD 226 44 0 11 Apr 2023
Identification of Novel Classes for Improving Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 231 17 0 18 Mar 2023
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Nanqing Liu Xun Xu Turgay Celik Zongxin Gan Hengchao Li 341 38 0 13 Mar 2023
Multi-Content Interaction Network for Few-Shot Segmentation Hao Chen YunLong Yu Yonghan Dong Zhe-Ming Lu Yingming Li Zhongfei Zhang 185 6 0 11 Mar 2023
Incremental Few-Shot Object Detection via Simple Fine-Tuning ApproachIEEE International Conference on Robotics and Automation (ICRA), 2023 Taehyean Choi Jong-Hwan Kim ObjD 162 9 0 20 Feb 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 333 22 0 03 Jan 2023
Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2022 Xiaonan Lu Wenhui Diao Yongqiang Mao Junxi Li Peijin Wang Xian Sun Kun Fu ObjD 201 56 0 27 Nov 2022
Few-shot Object Detection with Refined Contrastive LearningIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2022 Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 243 7 0 24 Nov 2022
Informative Sample-Aware Proxy for Deep Metric LearningACM Multimedia Asia (MA), 2022 Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 222 1 0 18 Nov 2022
A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot SegmentationAsian Conference on Computer Vision (ACCV), 2022 Kai-Qi Huang Mingfei Cheng Yang Wang Bochen Wang Ye Xi Feigege Wang Peng Chen 139 2 0 02 Nov 2022
Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object DetectionEuropean Conference on Computer Vision (ECCV), 2022 Shan Zhang Naila Murray Lei Wang Piotr Koniusz ViT 172 20 0 30 Oct 2022
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 242 7 0 25 Oct 2022
A Unified Framework with Meta-dropout for Few-shot Learning Shaobo Lin Xingyu Zeng Rui Zhao 166 1 0 12 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 262 3 0 11 Oct 2022
Exploring Effective Knowledge Transfer for Few-shot Object DetectionACM Multimedia (ACM MM), 2022 Zhiyuan Zhao Qingjie Liu Yunhong Wang 316 12 0 05 Oct 2022
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal PerspectiveAAAI Conference on Artificial Intelligence (AAAI), 2022 Jiangmeng Li Yanan Zhang Jingyao Wang Hui Xiong Chengbo Jiao Xiaohui Hu Changwen Zheng Gang Hua CML 277 42 0 26 Aug 2022
Active Learning Strategies for Weakly-supervised Object DetectionEuropean Conference on Computer Vision (ECCV), 2022 Huy V. Vo Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Jean Ponce 284 22 0 25 Jul 2022
Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words RepresentationsEuropean Conference on Computer Vision (ECCV), 2022 Wenjie Pei Shuang Wu Dianwen Mei Fanglin Chen Jiandong Tian Guangming Lu VLM 132 14 0 25 Jul 2022
Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object DetectionEuropean Conference on Computer Vision (ECCV), 2022 Shuang Wu Wenjie Pei Dianwen Mei Fanglin Chen Jiandong Tian Guangming Lu VLM ObjD 164 40 0 22 Jul 2022
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic SegmentationImage and Vision Computing (IVC), 2022 Javed Iqbal H. Rawal R. Hafiz Yu-Tseh Chi Mohsen Ali 243 7 0 20 Jun 2022
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing Manuela Geiß R. Wagner Martin Baresch Josef Steiner Michaela Zwick ObjD 236 8 0 01 Jun 2022
iFS-RCNN: An Incremental Few-shot Instance SegmenterComputer Vision and Pattern Recognition (CVPR), 2022 Khoi Duc Minh Nguyen S. Todorovic ISeg CLL 216 29 0 31 May 2022
MINI: Mining Implicit Novel Instances for Few-Shot Object Detection Yuhang Cao Yuan Liu Yiqi Lin Dahua Lin ObjD 115 7 0 06 May 2022
Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting G. Han Long Chen Jiawei Ma Shiyuan Huang Ramalingam Chellappa Shih-Fu Chang VLM 370 25 0 16 Apr 2022
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection Karim Guirguis Ahmed Hendawy George Eskandar Mohamed Abdelsamad Matthias Kayser Jürgen Beyerer 128 19 0 11 Apr 2022
Few-Shot Object Detection in Unseen DomainsInternational Conference on Signal-Image Technology and Internet-Based Systems (SITIS), 2022 Karim Guirguis George Eskandar Matthias Kayser Bin Yang Jürgen Beyerer 180 1 0 11 Apr 2022
OSOP: A Multi-Stage One Shot Object Pose Estimation FrameworkComputer Vision and Pattern Recognition (CVPR), 2022 I. Shugurov Fu Li Benjamin Busam Slobodan Ilic 349 103 0 29 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance ComparisonACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Tianying Liu Jun Liu Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 275 37 0 27 Mar 2022
Semantic-aligned Fusion Transformer for One-shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Yizhou Zhao Xun Guo Yan Lu ViT ObjD 185 25 0 17 Mar 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 307 248 0 07 Mar 2022
Task-Adaptive Feature Transformer with Semantic Enrichment for Few-Shot Segmentation Jun Seo Younghyun Park Sung Whan Yoon Jaekyun Moon ViT 133 6 0 14 Feb 2022
Mobile Robot Manipulation using Pure Object DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Brent A. Griffin 280 10 0 28 Jan 2022