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1703.08033
Cited By
Generative Adversarial Residual Pairwise Networks for One Shot Learning
23 March 2017
A. Mehrotra
Ambedkar Dukkipati
GAN
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Papers citing
"Generative Adversarial Residual Pairwise Networks for One Shot Learning"
40 / 40 papers shown
Hyperbolic Coarse-to-Fine Few-Shot Class-Incremental Learning
Jiaxin Dai
Xiang Xiang
181
0
0
23 Sep 2025
Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition
Congqi Cao
Peiheng Han
Y. Zhang
Yating Yu
Qinyi Lv
Lingtong Min
Yanning Zhang
VLM
504
1
0
09 May 2025
CALA: A Class-Aware Logit Adapter for Few-Shot Class-Incremental Learning
Chengyan Liu
Linglan Zhao
Fan Lyu
Kaile Du
Fuyuan Hu
Tao Zhou
CLL
368
2
0
17 Dec 2024
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot Action Recognition
ACM Multimedia (MM), 2024
Congqi Cao
Guibiao Liao
Yating Yu
Kanglin Liu
Lingtong Min
Yanning Zhang
414
13
0
01 Aug 2024
Learning More Discriminative Local Descriptors for Few-shot Learning
Qi Song
Siyun Zhou
Liwei Xu
220
3
0
15 May 2023
Few-shot Object Detection with Refined Contrastive Learning
IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2022
Zeyu Shangguan
Lian Huai
Tong Liu
Xingqun Jiang
353
7
0
24 Nov 2022
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets
Anurag Roy
David Johnson Ekka
Saptarshi Ghosh
Abir Das
283
1
0
13 Oct 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities
ACM Computing Surveys (ACM CSUR), 2022
Yisheng Song
Ting-Yuan Wang
S. Mondal
J. P. Sahoo
SLR
473
641
0
13 May 2022
Learning Compositional Representations for Effective Low-Shot Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Samarth Mishra
Pengkai Zhu
Venkatesh Saligrama
OCL
278
5
0
17 Apr 2022
Matching Feature Sets for Few-Shot Image Classification
Computer Vision and Pattern Recognition (CVPR), 2022
Arman Afrasiyabi
Hugo Larochelle
Jean-François Lalonde
Christian Gagné
VLM
303
101
0
02 Apr 2022
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
383
91
0
24 Nov 2020
Few-shot Image Recognition with Manifolds
Debasmit Das
J. Moon
C. S. George Lee
154
10
0
22 Oct 2020
Learning from similarity and information extraction from structured documents
International Journal on Document Analysis and Recognition (IJDAR), 2020
Martin Holecek
240
8
0
17 Oct 2020
Understanding and Exploiting Dependent Variables with Deep Metric Learning
Intelligent Systems with Applications (ISA), 2020
Niall O' Mahony
S. Campbell
A. Carvalho
L. Krpalkova
G. Velasco-Hernández
Daniel Riordan
Joseph Walsh
189
1
0
08 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
376
81
0
06 Sep 2020
Few-shot Classification via Adaptive Attention
Zihang Jiang
Bingyi Kang
Kuangqi Zhou
Jiashi Feng
244
25
0
06 Aug 2020
Meta-Learning Requires Meta-Augmentation
Neural Information Processing Systems (NeurIPS), 2020
Janarthanan Rajendran
A. Irpan
Eric Jang
389
107
0
10 Jul 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
559
170
0
15 Mar 2020
Associative Alignment for Few-shot Image Classification
European Conference on Computer Vision (ECCV), 2019
Arman Afrasiyabi
Jean-François Lalonde
Christian Gagné
VLM
343
170
0
11 Dec 2019
A Two-Stage Approach to Few-Shot Learning for Image Recognition
IEEE Transactions on Image Processing (TIP), 2019
Debasmit Das
C. S. George Lee
274
140
0
10 Dec 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Varun Kumar
Hadrien Glaude
Cyprien de Lichy
William Campbell
264
91
0
09 Oct 2019
Meta-Transfer Learning through Hard Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Qianru Sun
Yaoyao Liu
Zhaozheng Chen
Tat-Seng Chua
Bernt Schiele
255
124
0
07 Oct 2019
Generative One-Shot Face Recognition
Zhengming Ding
Yandong Guo
Lei Zhang
Y. Fu
VLM
GAN
CVBM
153
10
0
28 Sep 2019
Revisiting Metric Learning for Few-Shot Image Classification
Xiaomeng Li
Lequan Yu
Chi-Wing Fu
Meng Fang
Pheng-Ann Heng
VLM
241
107
0
06 Jul 2019
Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction
Apoorva Dornadula
Austin Narcomey
Ranjay Krishna
Michael S. Bernstein
Li Fei-Fei
OCL
163
3
0
12 Jun 2019
Learning to Self-Train for Semi-Supervised Few-Shot Classification
Neural Information Processing Systems (NeurIPS), 2019
Xinzhe Li
Qianru Sun
Yaoyao Liu
Shibao Zheng
Qin Zhou
Tat-Seng Chua
Bernt Schiele
SSL
259
297
0
03 Jun 2019
A Novel BiLevel Paradigm for Image-to-Image Translation
Liqian Ma
Qianru Sun
Bernt Schiele
Luc Van Gool
295
5
0
18 Apr 2019
A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning
Duo Wang
Yu Cheng
Mo Yu
Xiaoxiao Guo
Zhang Tao
VLM
181
4
0
04 Apr 2019
Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts
Pengkai Zhu
Hanxiao Wang
Venkatesh Saligrama
VLM
169
10
0
25 Jan 2019
Meta-Transfer Learning for Few-Shot Learning
Qianru Sun
Yaoyao Liu
Tat-Seng Chua
Bernt Schiele
773
1,209
0
06 Dec 2018
DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification
Xiaofeng Zhang
Zinan Lin
Dong Liu
Qing Ling
198
92
0
29 Aug 2018
Large Margin Few-Shot Learning
Yong Wang
Xiao-Ming Wu
Qimai Li
Jiatao Gu
Wangmeng Xiang
Lei Zhang
Victor O.K. Li
MQ
274
31
0
08 Jul 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition
Eli Schwartz
Leonid Karlinsky
J. Shtok
Sivan Harary
Mattias Marder
Rogerio Feris
Abhishek Kumar
Raja Giryes
A. Bronstein
650
384
0
12 Jun 2018
AgileNet: Lightweight Dictionary-based Few-shot Learning
M. Ghasemzadeh
Fang Lin
B. Rouhani
F. Koushanfar
Ke Huang
124
7
0
21 May 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
Md. Zahangir Alom
T. Taha
C. Yakopcic
Stefan Westberg
P. Sidike
Mst Shamima Nasrin
B. Van Essen
A. Awwal
V. Asari
VLM
535
994
0
03 Mar 2018
Data Augmentation Generative Adversarial Networks
Antreas Antoniou
Amos Storkey
Harrison Edwards
MedIm
GAN
483
1,162
0
12 Nov 2017
Few-Shot Learning with Graph Neural Networks
Victor Garcia Satorras
Joan Bruna
GNN
591
1,345
0
10 Nov 2017
Learning Markov Chain in Unordered Dataset
Yifan Hao
Haiying Zhao
Ruslan Salakhutdinov
Nebojsa Jojic
CML
211
1
0
08 Nov 2017
Improving One-Shot Learning through Fusing Side Information
Yifan Hao
Ruslan Salakhutdinov
FedML
176
53
0
23 Oct 2017
Dynamic Input Structure and Network Assembly for Few-Shot Learning
Nathan Hilliard
Nathan Oken Hodas
Court D. Corley
213
5
0
22 Aug 2017
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