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
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection Ruoyu Chen Hua Zhang Jingzhi Li Li Liu Zhen Huang Xiaochun Cao 39 0 0 09 Apr 2025
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning Long Zhou Fereshteh Shakeri Aymen Sadraoui Mounir Kaaniche J. Pesquet Ismail Ben Ayed VLM 99 0 0 21 Dec 2024
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Shilong Bao Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 58 5 0 02 Sep 2024
PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection Yingjie Gao Yanan Zhang Ziyue Huang Nanqing Liu Di Huang ObjD 48 1 0 11 Aug 2024
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection Anay Majee Ryan Sharp Rishabh K. Iyer 51 1 0 02 Jul 2024
FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric Learning Hossein Rajoli Sahand Khoshdel Fatemeh Afghah Xiaolong Ma 45 1 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 40 0 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 34 1 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 42 12 0 25 Dec 2023
Decoupled DETR For Few-shot Object Detection Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 44 1 0 20 Nov 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 23 19 0 19 Sep 2023
Improved Region Proposal Network for Enhanced Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 34 12 0 15 Aug 2023
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 24 6 0 17 Jul 2023
Fantastic DNN Classifiers and How to Identify them without Data Nathaniel R. Dean D. Sarkar 23 1 0 24 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 32 75 0 09 May 2023
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection Jingyi Xu Hieu M. Le Dimitris Samaras ObjD 30 26 0 11 Apr 2023
Identification of Novel Classes for Improving Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 40 13 0 18 Mar 2023
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images Nanqing Liu Xun Xu Turgay Celik Zongxin Gan Hengchao Li 43 26 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 29 3 0 11 Mar 2023
Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach Taehyean Choi Jong-Hwan Kim ObjD 32 6 0 20 Feb 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 52 17 0 03 Jan 2023
Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection Xiaonan Lu Wenhui Diao Yongqiang Mao Junxi Li Peijin Wang Xian Sun Kun Fu ObjD 39 33 0 27 Nov 2022
Few-shot Object Detection with Refined Contrastive Learning Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 32 7 0 24 Nov 2022
Informative Sample-Aware Proxy for Deep Metric Learning Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 24 1 0 18 Nov 2022
A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation Kai-Qi Huang Mingfei Cheng Yang Wang Bochen Wang Ye Xi Feigege Wang Peng Chen 33 2 0 02 Nov 2022
Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection Shan Zhang Naila Murray Lei Wang Piotr Koniusz ViT 45 16 0 30 Oct 2022
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 29 3 0 25 Oct 2022
A Unified Framework with Meta-dropout for Few-shot Learning Shaobo Lin Xingyu Zeng Rui Zhao 19 1 0 12 Oct 2022
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors Karim Guirguis Mohamed Abdelsamad George Eskandar Ahmed Hendawy Matthias Kayser B. Yang Jürgen Beyerer ObjD 35 2 0 11 Oct 2022
Exploring Effective Knowledge Transfer for Few-shot Object Detection Zhiyuan Zhao Qingjie Liu Yunhong Wang 47 9 0 05 Oct 2022
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Jiangmeng Li Yanan Zhang Jingyao Wang Hui Xiong Chengbo Jiao Xiaohui Hu Changwen Zheng Gang Hua CML 49 28 0 26 Aug 2022
Active Learning Strategies for Weakly-supervised Object Detection Huy V. Vo Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Jean Ponce 48 19 0 25 Jul 2022
Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations Wenjie Pei Shuang Wu Dianwen Mei Fanglin Chen Jiandong Tian Guangming Lu VLM 28 11 0 25 Jul 2022
Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection Shuang Wu Wenjie Pei Dianwen Mei Fanglin Chen Jiandong Tian Guangming Lu VLM ObjD 39 31 0 22 Jul 2022
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation Javed Iqbal H. Rawal R. Hafiz Yu-Tseh Chi Mohsen Ali 27 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 24 7 0 01 Jun 2022
iFS-RCNN: An Incremental Few-shot Instance Segmenter Khoi Duc Minh Nguyen S. Todorovic ISeg CLL 54 23 0 31 May 2022
MINI: Mining Implicit Novel Instances for Few-Shot Object Detection Yuhang Cao Jiaqi Wang Yiqi Lin Dahua Lin ObjD 27 5 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 37 20 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 27 15 0 11 Apr 2022
Few-Shot Object Detection in Unseen Domains Karim Guirguis George Eskandar Matthias Kayser Bin Yang Jürgen Beyerer 37 1 0 11 Apr 2022
OSOP: A Multi-Stage One Shot Object Pose Estimation Framework I. Shugurov Fu Li Benjamin Busam Slobodan Ilic 40 85 0 29 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Tianying Liu Lu Zhang Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 23 27 0 27 Mar 2022
Semantic-aligned Fusion Transformer for One-shot Object Detection Yizhou Zhao Xun Guo Yan Lu ViT ObjD 29 21 0 17 Mar 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 36 157 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 13 5 0 14 Feb 2022
Mobile Robot Manipulation using Pure Object Detection Brent A. Griffin 46 7 0 28 Jan 2022
A Unified Framework for Attention-Based Few-Shot Object Detection Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 46 2 0 06 Jan 2022
Few-Shot Object Detection: A Comprehensive Survey Mona Köhler M. Eisenbach H. Groß ObjD 37 59 0 22 Dec 2021
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks G. Han Yicheng He Shiyuan Huang Jiawei Ma Shih-Fu Chang ObjD 41 103 0 17 Dec 2021