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1806.04728
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RepMet: Representative-based metric learning for classification and one-shot object detection
12 June 2018
Leonid Karlinsky
J. Shtok
Sivan Harary
Eli Schwartz
Mattias Marder
Rogerio Feris
Raja Giryes
A. Bronstein
VLM
ObjD
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Papers citing
"RepMet: Representative-based metric learning for classification and one-shot object detection"
50 / 125 papers shown
A Unified Framework for Attention-Based Few-Shot Object Detection
Pierre Le Jeune
Anissa Zergaïnoh-Mokraoui
ObjD
208
3
0
06 Jan 2022
Few-Shot Object Detection: A Comprehensive Survey
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Mona Köhler
M. Eisenbach
H. Groß
ObjD
240
97
0
22 Dec 2021
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks
IEEE International Conference on Computer Vision (ICCV), 2021
G. Han
Yicheng He
Shiyuan Huang
Jiawei Ma
Shih-Fu Chang
ObjD
281
128
0
17 Dec 2021
Label, Verify, Correct: A Simple Few Shot Object Detection Method
Prannay Kaul
Weidi Xie
Andrew Zisserman
ObjD
209
102
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
263
112
0
09 Dec 2021
A Survey of Deep Learning for Low-Shot Object Detection
ACM Computing Surveys (CSUR), 2021
Qihan Huang
Haofei Zhang
Mengqi Xue
Mingli Song
Xiuming Zhang
ObjD
454
23
0
06 Dec 2021
Few-Shot Object Detection via Association and DIscrimination
Yuhang Cao
Yuan Liu
Ying Jin
Tong Wu
Kai-xiang Chen
Ziwei Liu
Dahua Lin
ObjD
207
100
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
107
4
0
12 Nov 2021
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning
Miao Zhang
Miaojing Shi
Li Li
VLM
424
33
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
247
19
0
30 Oct 2021
Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection
Anay Majee
A. Subramanian
Kshitij Agrawal
183
3
0
28 Oct 2021
A Survey of Self-Supervised and Few-Shot Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Gabriel Huang
I. Laradji
David Vazquez
Damien Scieur
Pau Rodríguez López
ObjD
283
104
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
164
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
150
50
0
18 Oct 2021
Morphable Detector for Object Detection on Demand
IEEE International Conference on Computer Vision (ICCV), 2021
Xiangyun Zhao
Xu Zou
Ying Nian Wu
ObjD
209
4
0
10 Oct 2021
Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images
International Conference on Machine Learning and Applications (ICMLA), 2021
Pierre Le Jeune
M. Lebbah
Anissa Zergaïnoh-Mokraoui
Hanene Azzag
ObjD
131
10
0
27 Sep 2021
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection
Limeng Qiao
Yuxuan Zhao
Zhiyuan Li
Xi Qiu
Jianan Wu
Fangqiu Yi
ObjD
222
265
0
20 Aug 2021
Dynamic Relevance Learning for Few-Shot Object Detection
Signal, Image and Video Processing (SIVP), 2021
Weijie Liu
Chong Wang
Haohe Li
Shenghao Yu
Yan Han
ObjD
228
11
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
137
0
0
03 Aug 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection
Computer 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
438
132
0
08 Jun 2021
Generalized Few-Shot Object Detection without Forgetting
Computer Vision and Pattern Recognition (CVPR), 2021
Zhibo Fan
Yuchen Ma
Zeming Li
Jian Sun
VLM
ObjD
195
203
0
20 May 2021
Class-Incremental Few-Shot Object Detection
Pengyang Li
Yanan Li
Han Cui
Donghui Wang
CLL
174
14
0
17 May 2021
Hallucination Improves Few-Shot Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Weilin Zhang
Yu-Xiong Wang
ObjD
216
123
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
235
11
0
30 Apr 2021
Few-Shot Video Object Detection
European Conference on Computer Vision (ECCV), 2021
Qi Fan
Chi-Keung Tang
Yu-Wing Tai
363
15
0
30 Apr 2021
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
AAAI Conference on Artificial Intelligence (AAAI), 2021
G. Han
Shiyuan Huang
Jiawei Ma
Yicheng He
Shih-Fu Chang
ObjD
375
197
0
15 Apr 2021
Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Hanzhe Hu
Shuai Bai
Aoxue Li
J. Cui
Liwei Wang
ObjD
127
184
0
30 Mar 2021
When Few-Shot Learning Meets Video Object Detection
International Conference on Pattern Recognition (ICPR), 2021
Zhongjie Yu
Gaoang Wang
Lin Chen
S. Raschka
Jiebo Luo
ObjD
275
2
0
26 Mar 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding
Computer Vision and Pattern Recognition (CVPR), 2021
Bo Sun
Banghuai Li
Shengcai Cai
Ye Yuan
Fangqiu Yi
312
488
0
10 Mar 2021
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Chenchen Zhu
Fangyi Chen
Uzair Ahmed
Zhiqiang Shen
Marios Savvides
ObjD
430
204
0
02 Mar 2021
Universal-Prototype Enhancing for Few-Shot Object Detection
IEEE International Conference on Computer Vision (ICCV), 2021
Aming Wu
Yahong Han
Linchao Zhu
Yi Yang
ObjD
229
103
0
01 Mar 2021
Dual-Awareness Attention for Few-Shot Object Detection
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
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
227
118
0
24 Feb 2021
Feature Representation in Deep Metric Embeddings
Ryan Furlong
Vincent O'Brien
James Garland
D. Palacios-Alonso
F. Domínguez-Mateos
CVBM
81
1
0
05 Feb 2021
Few-Shot Learning for Road Object Detection
Anay Majee
Kshitij Agrawal
A. Subramanian
210
27
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
204
15
0
30 Dec 2020
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yao Zhang
Xu Zhang
Jun Wang
Hongru Liang
Wenqiang Lei
Zhe Sun
Adam Jatowt
Zhenglu Yang
189
17
0
22 Dec 2020
AFD-Net: Adaptive Fully-Dual Network for Few-Shot Object Detection
ACM Multimedia (ACM MM), 2020
Longyao Liu
Bo Ma
Yulin Zhang
Xin Yi
Haozhi Li
ObjD
178
25
0
30 Nov 2020
Cooperating RPN's Improve Few-Shot Object Detection
Weilin Zhang
Yu-Xiong Wang
David A. Forsyth
ObjD
239
23
0
19 Nov 2020
Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning
Meng Ye
Xiaoyu Lin
Giedrius Burachas
Ajay Divakaran
Yi Yao
174
3
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
356
20
0
06 Nov 2020
Restoring Negative Information in Few-Shot Object Detection
Yukuan Yang
Fangyun Wei
Miaojing Shi
Guoqi Li
ObjD
237
71
0
22 Oct 2020
Task-Adaptive Feature Transformer for Few-Shot Segmentation
Jun Seo
Younghyun Park
Sung Whan Yoon
Jaekyun Moon
ViT
93
5
0
22 Oct 2020
Few-shot Object Detection with Self-adaptive Attention Network for Remote Sensing Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2020
Zixuan Xiao
Wei Xue
P. Zhong
227
46
0
26 Sep 2020
A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition
International Conference on Pattern Recognition (ICPR), 2020
Mohamed Ali Souibgui
Alicia Fornés
Yousri Kessentini
Crina Tudor
158
23
0
26 Sep 2020
A Survey on Machine Learning from Few Samples
Pattern Recognition (Pattern Recognit.), 2020
Jiang Lu
Pinghua Gong
Jieping Ye
Jianwei Zhang
Changshu Zhang
322
78
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
103
12
0
03 Sep 2020
Unsupervised Deep Metric Learning via Orthogonality based Probabilistic Loss
U. Dutta
Mehrtash Harandi
C. Sekhar
SSL
124
19
0
22 Aug 2020
Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection
C. Biffi
Jingyu Sun
Juil Sock
A. Leonardis
Sarah Parisot
ObjD
248
12
0
21 Aug 2020
Learning from Few Samples: A Survey
Nihar Bendre
Hugo Terashima-Marín
Peyman Najafirad
VLM
BDL
241
60
0
30 Jul 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Yang Xiao
Vincent Lepetit
Renaud Marlet
3DPC
385
383
0
23 Jul 2020
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