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1606.04080
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Matching Networks for One Shot Learning
13 June 2016
Oriol Vinyals
Charles Blundell
Timothy Lillicrap
Koray Kavukcuoglu
Daan Wierstra
VLM
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Papers citing
"Matching Networks for One Shot Learning"
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Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
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182
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Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
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Amos Storkey
Mirella Lapata
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322
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07 Jun 2025
The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing
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232
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Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts
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Rongshuai Wei
Jingren Liu
Yanwei Pang
Jungong Han
271
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05 Jun 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning
Computer Vision and Pattern Recognition (CVPR), 2025
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Munawar Hayat
Sungrack Yun
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294
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04 Jun 2025
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection
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K. Jeziorek
T. Kryjak
239
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04 Jun 2025
Random Registers for Cross-Domain Few-Shot Learning
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Yixiong Zou
Yuhua Li
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237
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03 Jun 2025
Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning
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Yixiong Zou
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207
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0
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Changgeng Mo
Boxuan Cao
Linkai Li
Shan Xiang Wang
145
1
0
31 May 2025
Performance Analysis of Few-Shot Learning Approaches for Bangla Handwritten Character and Digit Recognition
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Radib Bin Kabir
Tawsif Tashwar Dipto
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Sabbir Ahmed
M. H. Kabir
114
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0
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Charlotte Frenkel
224
0
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30 May 2025
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International Joint Conference on Artificial Intelligence (IJCAI), 2025
Jianchao Jiang
Haofeng Zhang
188
1
0
28 May 2025
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Giuseppe Averta
Carlo Masone
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250
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27 May 2025
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Yukun Cao
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Xike Xie
S.Kevin Zhou
173
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Xin Wang
Jianlong Wu
David A. Clifton
280
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Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts
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424
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Florentin Wörgötter
378
3
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Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
Neural Information Processing Systems (NeurIPS), 2025
Bin-Bin Gao
Xiaochen Chen
Z. Huang
Congchong Nie
Jun Liu
Jinxiang Lai
Guannan Jiang
Xi-Zhao Wang
Chengjie Wang
436
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20 May 2025
Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification
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Yanmei Zhang
Zhongwei Xiao
Jianping Chu
Xingbo Wang
311
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Hugues Van Assel
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298
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Yifan Dai
Xuanbai Ren
Tengfei Ma
Qipeng Yan
Yiping Liu
Yuansheng Liu
Xiangxiang Zeng
425
1
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17 May 2025
Generalizable Vision-Language Few-Shot Adaptation with Predictive Prompts and Negative Learning
Sriram Mandalika
VLM
258
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16 May 2025
System Prompt Optimization with Meta-Learning
Yumin Choi
Jinheon Baek
Sung Ju Hwang
LLMAG
377
4
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14 May 2025
Argus: Federated Non-convex Bilevel Learning over 6G Space-Air-Ground Integrated Network
IEEE Transactions on Network Science and Engineering (IEEE TNS&E), 2025
Ya Liu
Kai Yang
Yu Zhu
Keying Yang
Haibo Zhao
210
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14 May 2025
Few-Shot Learning of Visual Compositional Concepts through Probabilistic Schema Induction
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Taylor Webb
Trevor Bihl
K. Holyoak
Hongjing Lu
OCL
187
1
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Few-shot Novel Category Discovery
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Chunming Li
Shidong Wang
Haofeng Zhang
258
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13 May 2025
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
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Wenshu Fan
Jiangrong Shen
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352
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Peiheng Han
Y. Zhang
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Qinyi Lv
Lingtong Min
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Il-Min Kim
Guanghui Wang
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MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation
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Yi Dai
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323
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184
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423
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