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1903.05050
Cited By
Dense Classification and Implanting for Few-Shot Learning
12 March 2019
Yann Lifchitz
Yannis Avrithis
Sylvaine Picard
Andrei Bursuc
VLM
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Papers citing
"Dense Classification and Implanting for Few-Shot Learning"
46 / 96 papers shown
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
Revisiting Local Descriptor for Improved Few-Shot Classification
J. He
Richang Hong
Xueliang Liu
Mingliang Xu
Qianru Sun
271
32
0
30 Mar 2021
Learning Dynamic Alignment via Meta-filter for Few-shot Learning
Computer Vision and Pattern Recognition (CVPR), 2021
C. Xu
Chen Liu
Li Zhang
Chengjie Wang
Jilin Li
Feiyue Huang
Xiangyang Xue
Yanwei Fu
199
125
0
25 Mar 2021
DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yang Liu
Tu Zheng
Mingli Song
Deng Cai
Xiaofei He
230
26
0
15 Mar 2021
Local Propagation for Few-Shot Learning
International Conference on Pattern Recognition (ICPR), 2021
Yann Lifchitz
Yannis Avrithis
Sylvaine Picard
205
10
0
05 Jan 2021
Detection of Adversarial Supports in Few-shot Classifiers Using Self-Similarity and Filtering
Y. Tan
Penny Chong
Jiamei Sun
Ngai-Man Cheung
Yuval Elovici
Alexander Binder
164
1
0
09 Dec 2020
Fine-grained Angular Contrastive Learning with Coarse Labels
Guy Bukchin
Eli Schwartz
Kate Saenko
Ori Shahar
Rogerio Feris
Raja Giryes
Leonid Karlinsky
386
62
0
07 Dec 2020
Batch Group Normalization
Xiao-Yun Zhou
Jiacheng Sun
Nanyang Ye
Xu Lan
Qijun Luo
Bolin Lai
P. Esperança
Guang-Zhong Yang
Zhenguo Li
260
19
0
04 Dec 2020
ReMP: Rectified Metric Propagation for Few-Shot Learning
Yang Zhao
Chunyuan Li
Ping Yu
Changyou Chen
252
7
0
02 Dec 2020
Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Han-Jia Ye
Lu Han
De-Chuan Zhan
OffRL
SSL
VLM
194
36
0
30 Nov 2020
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification
IEEE Transactions on Image Processing (TIP), 2020
Xiaoxu Li
Jijie Wu
Z. Sun
Zhanyu Ma
Jie Cao
Jing-Hao Xue
129
161
0
29 Nov 2020
Mixture-based Feature Space Learning for Few-shot Image Classification
IEEE International Conference on Computer Vision (ICCV), 2020
Arman Afrasiyabi
Jean-François Lalonde
Christian Gagné
VLM
319
88
0
24 Nov 2020
Zero-shot Relation Classification from Side Information
International Conference on Information and Knowledge Management (CIKM), 2020
Jiaying Gong
Hoda Eldardiry
206
22
0
13 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
Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization
Congqi Cao
Yajuan Li
Qinyi Lv
Peng Wang
Yanning Zhang
135
32
0
13 Oct 2020
Variational Feature Disentangling for Fine-Grained Few-Shot Classification
Aoxiang Fan
Hieu M. Le
Mingzhen Huang
ShahRukh Athar
Dimitris Samaras
DRL
251
71
0
07 Oct 2020
Fast Few-Shot Classification by Few-Iteration Meta-Learning
IEEE International Conference on Robotics and Automation (ICRA), 2020
A. S. Tripathi
Martin Danelljan
Luc Van Gool
Radu Timofte
182
6
0
01 Oct 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 Image Classification via Contrastive Self-Supervised Learning
Jianyi Li
Guizhong Liu
VLM
SSL
MQ
113
15
0
23 Aug 2020
Few-Shot Learning with Intra-Class Knowledge Transfer
Vivek Roy
Yan Xu
Yu-Xiong Wang
Kris Kitani
Ruslan Salakhutdinov
M. Hebert
VLM
151
4
0
22 Aug 2020
Cooperative Bi-path Metric for Few-shot Learning
ACM Multimedia (ACM MM), 2020
Zeyuan Wang
Yifan Zhao
Jia Li
Yonghong Tian
141
38
0
10 Aug 2020
CrossTransformers: spatially-aware few-shot transfer
Carl Doersch
Ankush Gupta
Andrew Zisserman
ViT
505
384
0
22 Jul 2020
Contextualizing Enhances Gradient Based Meta Learning
IEEE Conference on High Performance Extreme Computing (HPEC), 2020
Evan Vogelbaum
Rumen Dangovski
L. Jing
Marin Soljacic
199
3
0
17 Jul 2020
Top-Related Meta-Learning Method for Few-Shot Object Detection
Qian Li
Nan Guo
Xiaochun Ye
Duo Wang
Xiaochun Ye
Zhimin Tang
ObjD
VLM
193
0
0
14 Jul 2020
Learn Faster and Forget Slower via Fast and Stable Task Adaptation
Farshid Varno
Lucas May Petry
Lisa Di-Jorio
Stan Matwin
CLL
285
2
0
02 Jul 2020
Improving Few-Shot Learning using Composite Rotation based Auxiliary Task
Pratik Mazumder
Pravendra Singh
Vinay P. Namboodiri
252
9
0
29 Jun 2020
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation
Ali Hatamizadeh
SSeg
172
3
0
23 Jun 2020
Boosting Few-Shot Learning With Adaptive Margin Loss
Computer Vision and Pattern Recognition (CVPR), 2020
Aoxue Li
Weiran Huang
Xu Lan
Jiashi Feng
Zhenguo Li
Liwei Wang
251
217
0
28 May 2020
Looking back to lower-level information in few-shot learning
Zhongjie Yu
S. Raschka
185
5
0
27 May 2020
Bridging the gap between Natural and Medical Images through Deep Colorization
Lia Morra
Luca Piano
Fabrizio Lamberti
Tatiana Tommasi
MedIm
191
17
0
21 May 2020
Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning
Neural Networks (NN), 2020
Jinhwan Seo
Hong G Jung
Seong-Whan Lee
SSL
223
42
0
01 Apr 2020
DPGN: Distribution Propagation Graph Network for Few-shot Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Ling Yang
Liang Li
Zilun Zhang
Xinyu Zhou
Erjin Zhou
Yu Liu
229
228
0
31 Mar 2020
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification
European Conference on Computer Vision (ECCV), 2020
Nikita Dvornik
Cordelia Schmid
Julien Mairal
VLM
380
24
0
20 Mar 2020
CAFENet: Class-Agnostic Few-Shot Edge Detection Network
British Machine Vision Conference (BMVC), 2020
Younghyun Park
Jun Seo
Jaekyun Moon
110
1
0
18 Mar 2020
StarNet: towards Weakly Supervised Few-Shot Object Detection
Leonid Karlinsky
J. Shtok
Amit Alfassy
M. Lichtenstein
Sivan Harary
...
Sivan Doveh
P. Sattigeri
Rogerio Feris
A. Bronstein
Raja Giryes
269
6
0
15 Mar 2020
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Chi Zhang
Yujun Cai
Guosheng Lin
Chunhua Shen
VLM
433
155
0
15 Mar 2020
Meta-Learned Confidence for Few-shot Learning
Seong Min Kye
Haebeom Lee
Hoirin Kim
Sung Ju Hwang
194
23
0
27 Feb 2020
Few-Shot Few-Shot Learning and the role of Spatial Attention
International Conference on Pattern Recognition (ICPR), 2020
Yann Lifchitz
Yannis Avrithis
Sylvaine Picard
SSL
150
7
0
18 Feb 2020
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
International Conference on Learning Representations (ICLR), 2020
Hung-Yu Tseng
Hsin-Ying Lee
Jia-Bin Huang
Ming-Hsuan Yang
334
445
0
23 Jan 2020
Towards Contextual Learning in Few-shot Object Classification
M. Fortin
B. Chaib-draa
155
4
0
13 Dec 2019
Associative Alignment for Few-shot Image Classification
European Conference on Computer Vision (ECCV), 2019
Arman Afrasiyabi
Jean-François Lalonde
Christian Gagné
VLM
204
163
0
11 Dec 2019
Learning Multi-level Weight-centric Features for Few-shot Learning
Pattern Recognition (Pattern Recognit.), 2019
Min-Siong Liang
Shaoli Huang
Shirui Pan
Biwei Huang
Wei Liu
312
11
0
28 Nov 2019
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector
Computer Vision and Pattern Recognition (CVPR), 2019
Qi Fan
Wei Zhuo
Chi-Keung Tang
Yu-Wing Tai
ObjD
335
602
0
06 Aug 2019
Revisiting Metric Learning for Few-Shot Image Classification
Xiaomeng Li
Lequan Yu
Chi-Wing Fu
Meng Fang
Pheng-Ann Heng
VLM
182
103
0
06 Jul 2019
Boosting Few-Shot Visual Learning with Self-Supervision
IEEE International Conference on Computer Vision (ICCV), 2019
Spyros Gidaris
Andrei Bursuc
N. Komodakis
P. Pérez
Matthieu Cord
SSL
204
434
0
12 Jun 2019
Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning
International Journal of Computer Vision (IJCV), 2019
Han-Jia Ye
Hexiang Hu
De-Chuan Zhan
279
64
0
07 Jun 2019
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