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Few-Shot Learning with Part Discovery and Augmentation from Unlabeled
  Images

Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images

25 May 2021
Wentao Chen
Chenyang Si
Wei Wang
Liang Wang
Zilei Wang
Tieniu Tan
    SSL
ArXiv (abs)PDFHTML

Papers citing "Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images"

9 / 9 papers shown
Title
MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning
MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning
Zhenyu Zhang
Guangyao Chen
Yixiong Zou
Zhimeng Huang
Yuhua Li
Ruixuan Li
VLM
67
2
0
23 Aug 2024
BECLR: Batch Enhanced Contrastive Few-Shot Learning
BECLR: Batch Enhanced Contrastive Few-Shot Learning
Stylianos Poulakakis-Daktylidis
Hadi Jamali Rad
91
5
0
04 Feb 2024
RAFIC: Retrieval-Augmented Few-shot Image Classification
RAFIC: Retrieval-Augmented Few-shot Image Classification
Hangfei Lin
Li Miao
Amir Ziai
29
0
0
11 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion
GeNIe: Generative Hard Negative Images Through Diffusion
Soroush Abbasi Koohpayegani
Anuj Singh
K. Navaneet
Hadi Jamali Rad
Hamed Pirsiavash
VLMDiffM
129
4
0
05 Dec 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and
  Outlook of Recent Work
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work
Qiangchang Wang
Yilong Yin
98
0
0
02 Jun 2023
Contrastive Meta-Learning for Partially Observable Few-Shot Learning
Contrastive Meta-Learning for Partially Observable Few-Shot Learning
Adam Jelley
Amos Storkey
Antreas Antoniou
Sam Devlin
78
6
0
30 Jan 2023
Concept Discovery for Fast Adapatation
Concept Discovery for Fast Adapatation
Shengyu Feng
Hanghang Tong
OffRL
70
0
0
19 Jan 2023
Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and
  Aligned Representations
Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and Aligned Representations
Wentao Chen
Zheng Zhang
Wei Wang
Liang Wang
Zilei Wang
Tieniu Tan
69
10
0
16 Jul 2022
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
326
4,109
0
17 Jun 2020
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