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A Closer Look at Few-shot Classification
v1v2 (latest)

A Closer Look at Few-shot Classification

8 April 2019
Wei-Yu Chen
Yen-Cheng Liu
Z. Kira
Y. Wang
Jia-Bin Huang
ArXiv (abs)PDFHTML

Papers citing "A Closer Look at Few-shot Classification"

50 / 845 papers shown
Title
Reliable Few-shot Learning under Dual Noises
Reliable Few-shot Learning under Dual Noises
Ji Zhang
Jingkuan Song
Lianli Gao
N. Sebe
Heng Tao Shen
NoLa
24
0
0
19 Jun 2025
Visual Explanation via Similar Feature Activation for Metric Learning
Visual Explanation via Similar Feature Activation for Metric Learning
Yi Liao
Ugochukwu Ejike Akpudo
Jue Zhang
Yongsheng Gao
Jun Zhou
Wenyi Zeng
Weichuan Zhang
FAtt
51
0
0
02 Jun 2025
ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations
ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations
Florent Chiaroni
Ali Ayub
Ola Ahmad
69
0
0
18 May 2025
AdaptMol: Adaptive Fusion from Sequence String to Topological Structure for Few-shot Drug Discovery
AdaptMol: Adaptive Fusion from Sequence String to Topological Structure for Few-shot Drug Discovery
Yifan Dai
Xuanbai Ren
Tengfei Ma
Qipeng Yan
Yiping Liu
Yuansheng Liu
Xiangxiang Zeng
163
0
0
17 May 2025
FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning
FAD: Frequency Adaptation and Diversion for Cross-domain Few-shot Learning
Ruixiao Shi
Fu Feng
Yucheng Xie
Jing Wang
Xin Geng
67
0
0
13 May 2025
Few-shot Novel Category Discovery
Few-shot Novel Category Discovery
Chunming Li
Shidong Wang
Haofeng Zhang
62
0
0
13 May 2025
Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition
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
133
0
0
09 May 2025
Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning
Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning
Ruxue Shi
Hengrui Gu
Hangting Ye
Yiwei Dai
Xu Shen
Xin Wang
LMTD
127
0
0
08 May 2025
An Automated Pipeline for Few-Shot Bird Call Classification: A Case Study with the Tooth-Billed Pigeon
An Automated Pipeline for Few-Shot Bird Call Classification: A Case Study with the Tooth-Billed Pigeon
Abhishek Jana
Moeumu Uili
James Atherton
Mark O'Brien
Joe Wood
Leandra Brickson
234
0
0
22 Apr 2025
Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization
Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization
Hongwei Ji
Wulian Yun
Mengshi Qi
Huadong Ma
LRM
445
0
0
18 Apr 2025
Memory-Modular Classification: Learning to Generalize with Memory Replacement
Memory-Modular Classification: Learning to Generalize with Memory Replacement
Dahyun Kang
Ahmet Iscen
Eunchan Jo
Sua Choi
Minsu Cho
Cordelia Schmid
VLMKELMOffRL
121
0
0
08 Apr 2025
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains
Andrea Gajic
Sudip Vhaduri
OODVLM
123
0
0
05 Apr 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis
Hongyu Sun
Qiuhong Ke
Ming Cheng
Yanjie Wang
Deying Li
Chenhui Gou
Jianfei Cai
3DPC
141
0
0
15 Mar 2025
A Hypernetwork-Based Approach to KAN Representation of Audio Signals
A Hypernetwork-Based Approach to KAN Representation of Audio Signals
Patryk Marszałek
Maciej Rut
Piotr Kawa
Przemysław Spurek
P. Syga
141
0
0
04 Mar 2025
Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model
Zihao Luo
Zijun Gao
Wenjun Liao
Shichuan Zhang
Guotai Wang
Xiangde Luo
91
0
0
02 Mar 2025
Active Few-Shot Learning for Text Classification
Active Few-Shot Learning for Text Classification
Saeed Ahmadnia
Arash Yousefi Jordehi
Mahsa Hosseini Khasheh Heyran
Seyed Abolghasem Mirroshandel
Owen Rambow
Cornelia Caragea
102
0
0
26 Feb 2025
Auxiliary Discrminator Sequence Generative Adversarial Networks (ADSeqGAN) for Few Sample Molecule Generation
Auxiliary Discrminator Sequence Generative Adversarial Networks (ADSeqGAN) for Few Sample Molecule Generation
Haocheng Tang
Jing Long
Junmei Wang
GAN
98
0
0
23 Feb 2025
Few-Shot Classification and Anatomical Localization of Tissues in SPECT Imaging
Few-Shot Classification and Anatomical Localization of Tissues in SPECT Imaging
Mohammed Abdul Hafeez Khan
Samuel Morries Boddepalli
S. Bhattacharyya
Debasis Mitra
64
0
0
10 Feb 2025
Enhancing Environmental Robustness in Few-shot Learning via Conditional Representation Learning
Enhancing Environmental Robustness in Few-shot Learning via Conditional Representation Learning
Qianyu Guo
Jingrong Wu
Tianxing Wu
Hongru Wang
Weifeng Ge
Wenqiang Zhang
58
0
0
03 Feb 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
Yiyi Zhang
Ying Zheng
Xiaogang Xu
Jun Wang
SSL
118
4
0
28 Jan 2025
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms
Fatemeh Askari
Amirreza Fateh
Mohammad Reza Mohammadi
176
5
0
17 Jan 2025
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings
Shuhei Tomoshige
Hayato Muraki
K. Oishi
Hitoshi Iyatomi
42
1
0
03 Jan 2025
Uncertainty Herding: One Active Learning Method for All Label Budgets
Uncertainty Herding: One Active Learning Method for All Label Budgets
Wonho Bae
Gabriel L. Oliveira
Danica J. Sutherland
UQCV
439
0
0
30 Dec 2024
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing
Yule Liu
Zhiyuan Zhong
Yifan Liao
Zhen Sun
Jingyi Zheng
...
Qingyuan Gong
Fenghua Tong
Yang Chen
Yang Zhang
Xinlei He
DeLMO
108
0
0
23 Dec 2024
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning
Long Zhou
Fereshteh Shakeri
Aymen Sadraoui
Mounir Kaaniche
J. Pesquet
Ismail Ben Ayed
VLM
188
0
0
21 Dec 2024
On Distilling the Displacement Knowledge for Few-Shot Class-Incremental
  Learning
On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning
Pengfei Fang
Yongchun Qin
H. Xue
CLL
125
0
0
15 Dec 2024
Multi-Level Correlation Network For Few-Shot Image Classification
Multi-Level Correlation Network For Few-Shot Image Classification
Yunkai Dang
Hao Fei
Zhengyu Chen
Xinliang Zhang
Zheng Wang
Meijun Sun
Donglin Wang
145
2
0
04 Dec 2024
Neuromodulated Meta-Learning
Neuromodulated Meta-Learning
Wenwen Qiang
Huijie Guo
Jingyao Wang
Jiangmeng Li
Changwen Zheng
Hui Xiong
Gang Hua
111
0
0
11 Nov 2024
Benchmarking Pathology Foundation Models: Adaptation Strategies and
  Scenarios
Benchmarking Pathology Foundation Models: Adaptation Strategies and Scenarios
Jeaung Lee
Jeewoo Lim
Keunho Byeon
Jin Tae Kwak
79
5
0
21 Oct 2024
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
Hongduan Tian
Feng Liu
Zhanke Zhou
Tongliang Liu
Chengqi Zhang
Bo Han
VLM
134
1
0
16 Oct 2024
Transforming Game Play: A Comparative Study of DCQN and DTQN
  Architectures in Reinforcement Learning
Transforming Game Play: A Comparative Study of DCQN and DTQN Architectures in Reinforcement Learning
William A. Stigall
122
0
0
14 Oct 2024
Unsupervised Meta-Learning via Dynamic Head and Heterogeneous Task
  Construction for Few-Shot Classification
Unsupervised Meta-Learning via Dynamic Head and Heterogeneous Task Construction for Few-Shot Classification
Yunchuan Guan
Yu Liu
Ketong Liu
Ke Zhou
Zhiqi Shen
78
1
0
03 Oct 2024
Learning to Obstruct Few-Shot Image Classification over Restricted
  Classes
Learning to Obstruct Few-Shot Image Classification over Restricted Classes
Amber Yijia Zheng
Chiao-An Yang
Raymond A. Yeh
101
2
0
28 Sep 2024
Rethinking Meta-Learning from a Learning Lens
Rethinking Meta-Learning from a Learning Lens
Wenwen Qiang
Jingyao Wang
Chuxiong Sun
Hui Xiong
Jiangmeng Li
161
3
0
13 Sep 2024
Efficient and Reliable Vector Similarity Search Using Asymmetric
  Encoding with NAND-Flash for Many-Class Few-Shot Learning
Efficient and Reliable Vector Similarity Search Using Asymmetric Encoding with NAND-Flash for Many-Class Few-Shot Learning
Hao-Wei Chiang
Chi-Tse Huang
Hsiang-Yun Cheng
P. Tseng
Ming-Hsiu Lee
An-Yeu
Wu
53
0
0
12 Sep 2024
Music auto-tagging in the long tail: A few-shot approach
Music auto-tagging in the long tail: A few-shot approach
T. A. Ma
Alexander Lerch
VLM
61
0
0
12 Sep 2024
Large Margin Prototypical Network for Few-shot Relation Classification
  with Fine-grained Features
Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features
M. Fan
Yeqi Bai
Mingming Sun
Ping Li
87
32
0
06 Sep 2024
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
Envisioning Class Entity Reasoning by Large Language Models for Few-shot
  Learning
Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning
Mushui Liu
Fangtai Wu
Bozheng Li
Ziqian Lu
Yunlong Yu
Xi Li
VLM
65
2
0
22 Aug 2024
Towards Few-Shot Learning in the Open World: A Review and Beyond
Towards Few-Shot Learning in the Open World: A Review and Beyond
Hui Xue
Yuexuan An
Yongchun Qin
Wenqian Li
Yixin Wu
Yongjuan Che
Pengfei Fang
Minling Zhang
OffRL
107
1
0
19 Aug 2024
Learn To Learn More Precisely
Learn To Learn More Precisely
Runxi Cheng
Yongxian Wei
Xianglong He
Wanyun Zhu
Songsong Huang
Fei Richard Yu
Fei Ma
Chun Yuan
85
0
0
08 Aug 2024
Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment
  Gaps
Few-shot Scooping Under Domain Shift via Simulated Maximal Deployment Gaps
Yifan Zhu
Pranay Thangeda
Erica Tevere
Ashish Goel
Erik Kramer
Hari Nayar
Melkior Ornik
Kris K. Hauser
76
0
0
06 Aug 2024
EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier
  Logits
EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits
Mateusz Ochal
Massimiliano Patacchiola
Malik Boudiaf
Sen Wang
83
0
0
04 Aug 2024
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot
  Action Recognition
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot Action Recognition
Congqi Cao
Guibiao Liao
Yating Yu
Kanglin Liu
Lingtong Min
Yanning Zhang
125
4
0
01 Aug 2024
Improved Few-Shot Image Classification Through Multiple-Choice Questions
Improved Few-Shot Image Classification Through Multiple-Choice Questions
Dipika Khullar
Emmett Goodman
Negin Sokhandan
54
0
0
23 Jul 2024
Siamese Transformer Networks for Few-shot Image Classification
Siamese Transformer Networks for Few-shot Image Classification
Weihao Jiang
Shuoxi Zhang
Kun He
ViT
108
0
0
16 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning
Xiaojie Li
Yibo Yang
Jianlong Wu
Guohao Li
Ming-Hsuan Yang
Liqiang Nie
M. Zhang
Mamba
99
6
0
08 Jul 2024
Smart Vision-Language Reasoners
Smart Vision-Language Reasoners
Denisa Roberts
Lucas Roberts
VLMReLMLRM
77
4
0
05 Jul 2024
Hybrid Feature Collaborative Reconstruction Network for Few-Shot
  Fine-Grained Image Classification
Hybrid Feature Collaborative Reconstruction Network for Few-Shot Fine-Grained Image Classification
Shulei Qiu
Wanqi Yang
Ming Yang
91
0
0
02 Jul 2024
Unleash the Power of Local Representations for Few-Shot Classification
Unleash the Power of Local Representations for Few-Shot Classification
Shi Tang
Guiming Luo
Xinchen Ye
Zhiyi Xia
64
0
0
02 Jul 2024
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