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
Label, Verify, Correct: A Simple Few Shot Object Detection Method Prannay Kaul Weidi Xie Andrew Zisserman ObjD 20 81 0 10 Dec 2021
Spatio-temporal Relation Modeling for Few-shot Action Recognition Anirudh Thatipelli Sanath Narayan Salman Khan Rao Muhammad Anwer Fahad Shahbaz Khan Guohao Li ViT 34 88 0 09 Dec 2021
A Survey of Deep Learning for Low-Shot Object Detection Qihan Huang Haofei Zhang Mengqi Xue Mingli Song Xiuming Zhang ObjD 43 18 0 06 Dec 2021
Few-Shot Object Detection via Association and DIscrimination Yuhang Cao Jiaqi Wang Ying Jin Tong Wu Kai-xiang Chen Ziwei Liu Dahua Lin ObjD 29 82 0 23 Nov 2021
Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object Detection Ashutosh Agarwal Anay Majee A. Subramanian Chetan Arora 19 4 0 12 Nov 2021
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning Miao Zhang Miaojing Shi Li Li VLM 58 20 0 30 Oct 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 31 15 0 30 Oct 2021
Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection Anay Majee A. Subramanian Kshitij Agrawal 29 3 0 28 Oct 2021
A Survey of Self-Supervised and Few-Shot Object Detection Gabriel Huang I. Laradji David Vazquez Simon Lacoste-Julien Pau Rodríguez López ObjD 37 79 0 27 Oct 2021
Instant Response Few-shot Object Detection with Meta Strategy and Explicit Localization Inference Junying Huang Fan Chen Sibo Huang Dongyu Zhang ObjD 24 1 0 26 Oct 2021
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data H. Cui Dong Wei Kai Ma Shi Gu Yefeng Zheng 27 39 0 18 Oct 2021
Morphable Detector for Object Detection on Demand Xiangyun Zhao Xu Zou Ying Nian Wu ObjD 33 4 0 10 Oct 2021
Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images Pierre Le Jeune M. Lebbah Anissa Zergaïnoh-Mokraoui Hanene Azzag ObjD 30 9 0 27 Sep 2021
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection Limeng Qiao Yuxuan Zhao Zhiyuan Li Xi Qiu Jianan Wu Chi Zhang ObjD 30 197 0 20 Aug 2021
Dynamic Relevance Learning for Few-Shot Object Detection Weijie Liu Chong Wang Haohe Li Shenghao Yu Xiaogang Xu ObjD 28 10 0 04 Aug 2021
ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception Tung-I Chen Jen-Wei Wang Winston H. Hsu VLM ObjD 21 0 0 03 Aug 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection Amir Bar Xin Wang Vadim Kantorov Colorado Reed Roei Herzig Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 33 115 0 08 Jun 2021
Generalized Few-Shot Object Detection without Forgetting Zhibo Fan Yuchen Ma Zeming Li Jian Sun VLM ObjD 37 168 0 20 May 2021
Class-Incremental Few-Shot Object Detection Pengyang Li Yanan Li Han Cui Donghui Wang CLL 24 14 0 17 May 2021
Hallucination Improves Few-Shot Object Detection Weilin Zhang Yu-xiong Wang ObjD 57 110 0 04 May 2021
CAT: Cross-Attention Transformer for One-Shot Object Detection Weidong Lin Yuyang Deng Yang Gao Ning Wang Jinghao Zhou Lingqiao Liu Lei Zhang Peng Wang ViT 27 9 0 30 Apr 2021
Few-Shot Video Object Detection Qi Fan Chi-Keung Tang Yu-Wing Tai 34 11 0 30 Apr 2021
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment G. Han Shiyuan Huang Jiawei Ma Yicheng He Shih-Fu Chang ObjD 29 163 0 15 Apr 2021
Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection Hanzhe Hu Shuai Bai Aoxue Li J. Cui Liwei Wang ObjD 27 154 0 30 Mar 2021
When Few-Shot Learning Meets Video Object Detection Zhongjie Yu Gaoang Wang Lin Chen S. Raschka Jiebo Luo ObjD 39 1 0 26 Mar 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding Bo Sun Banghuai Li Shengcai Cai Ye Yuan Chi Zhang 45 370 0 10 Mar 2021
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection Chenchen Zhu Fangyi Chen Uzair Ahmed Zhiqiang Shen Marios Savvides ObjD 104 178 0 02 Mar 2021
Universal-Prototype Enhancing for Few-Shot Object Detection Aming Wu Yahong Han Linchao Zhu Yi Yang ObjD 46 84 0 01 Mar 2021
Dual-Awareness Attention for Few-Shot Object Detection Tung-I Chen Yueh-Cheng Liu Hung-Ting Su Yu-Cheng Chang Yu-Hsiang Lin Jia-Fong Yeh Wen-Chin Chen Winston H. Hsu ObjD 37 96 0 24 Feb 2021
Feature Representation in Deep Metric Embeddings Ryan Furlong Vincent O'Brien James Garland D. Palacios-Alonso F. Domínguez-Mateos CVBM 9 1 0 05 Feb 2021
Few-Shot Learning for Road Object Detection Anay Majee Kshitij Agrawal A. Subramanian 19 21 0 29 Jan 2021
MM-FSOD: Meta and metric integrated few-shot object detection Yuewen Li W. Feng Shuchang Lyu Qi Zhao Xuliang Li ObjD 20 12 0 30 Dec 2020
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction Yao Zhang Xu Zhang Jun Wang Hongru Liang Wenqiang Lei Zhe Sun Adam Jatowt Zhenglu Yang 12 17 0 22 Dec 2020
AFD-Net: Adaptive Fully-Dual Network for Few-Shot Object Detection Longyao Liu Bo Ma Yulin Zhang Xin Yi Haozhi Li ObjD 20 22 0 30 Nov 2020
Cooperating RPN's Improve Few-Shot Object Detection Weilin Zhang Yu-xiong Wang David A. Forsyth ObjD 32 19 0 19 Nov 2020
Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning Meng Ye Xiaoyu Lin Giedrius Burachas Ajay Divakaran Yi Yao 17 2 0 19 Nov 2020
Disentangling 3D Prototypical Networks For Few-Shot Concept Learning Mihir Prabhudesai Shamit Lal Darshan Patil H. Tung Adam W. Harley Katerina Fragkiadaki OCL 3DV 3DPC 24 20 0 06 Nov 2020
Restoring Negative Information in Few-Shot Object Detection Yukuan Yang Fangyun Wei Miaojing Shi Guoqi Li ObjD 26 62 0 22 Oct 2020
Task-Adaptive Feature Transformer for Few-Shot Segmentation Jun Seo Younghyun Park Sung Whan Yoon Jaekyun Moon ViT 32 5 0 22 Oct 2020
Few-shot Object Detection with Self-adaptive Attention Network for Remote Sensing Images Zixuan Xiao Wei Xue P. Zhong 33 32 0 26 Sep 2020
A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition Mohamed Ali Souibgui Alicia Fornés Yousri Kessentini Crina Tudor 22 19 0 26 Sep 2020
A Survey on Machine Learning from Few Samples Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 22 47 0 06 Sep 2020
Few-shot Object Detection with Feature Attention Highlight Module in Remote Sensing Images Zixuan Xiao P. Zhong Yu Quan Xuping Yin Wei Xue ObjD 12 8 0 03 Sep 2020
Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss U. Dutta Mehrtash Harandi C. Sekhar SSL 20 16 0 22 Aug 2020
Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection C. Biffi Jingyu Sun Philip Torr A. Leonardis Sarah Parisot ObjD 20 12 0 21 Aug 2020
Learning from Few Samples: A Survey Nihar Bendre Hugo Terashima-Marín Peyman Najafirad VLM BDL 26 54 0 30 Jul 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Yang Xiao Vincent Lepetit Renaud Marlet 3DPC 48 315 0 23 Jul 2020
Leveraging Bottom-Up and Top-Down Attention for Few-Shot Object Detection Xianyu Chen Ming Jiang Qi Zhao ObjD 16 12 0 23 Jul 2020
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation Tao Wang Yu Li Bingyi Kang Junnan Li Jun Hao Liew Sheng Tang Guosheng Lin Jiashi Feng ISeg 19 176 0 23 Jul 2020
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection Jiaxi Wu Songtao Liu Di Huang Yunhong Wang ObjD 28 282 0 18 Jul 2020