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Matching Networks for One Shot Learning

13 June 2016

Papers citing "Matching Networks for One Shot Learning"

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Title
An Exploratory Study on Abstract Images and Visual Representations Learned from Them Haotian Li Jianbo Jiao 61 0 0 17 Sep 2025
White Aggregation and Restoration for Few-shot 3D Point Cloud Semantic Segmentation Jiyun Im Subeen Lee Miso Lee Jae-Pil Heo 3DPC 156 0 0 17 Sep 2025
Few to Big: Prototype Expansion Network via Diffusion Learner for Point Cloud Few-shot Semantic Segmentation Qianguang Zhao Dongli Wang Yan Zhou Jianxun Li Richard Irampa DiffM 108 0 0 16 Sep 2025
Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy Yunchuan Guan Yu Liu Ke Zhou Zhiqi Shen Jenq-Neng Hwang Serge Belongie Lei Li 84 0 0 16 Sep 2025
BATR-FST: Bi-Level Adaptive Token Refinement for Few-Shot Transformers Mohammed Al-Habib Zuping Zhang Abdulrahman Noman 56 0 0 16 Sep 2025
RAGs to Riches: RAG-like Few-shot Learning for Large Language Model Role-playing Timothy Rupprecht Enfu Nan Arash Akbari Arman Akbari Lei Lu ... Sean Duffy Pu Zhao Yumei He David Kaeli Yanzhi Wang RALM 99 1 0 15 Sep 2025
CCoMAML: Efficient Cattle Identification Using Cooperative Model-Agnostic Meta-Learning Rabin Dulal Lihong Zheng Ashad Kabir 84 0 0 14 Sep 2025
Prototypical Contrastive Learning For Improved Few-Shot Audio Classification Christos Sgouropoulos Christos Nikou Stefanos Vlachos Vasileios Theiou Christos Foukanelis Theodoros Giannakopoulos VLM 120 0 0 12 Sep 2025
Learnable Loss Geometries with Mirror Descent for Scalable and Convergent Meta-Learning Yilang Zhang Bingcong Li G. Giannakis 127 0 0 02 Sep 2025
Harnessing Meta-Learning for Controllable Full-Frame Video Stabilization M. K. Ali Eun Woo Im Dongjin Kim Tae Hyun Kim Vivek Gupta Haonan Luo Tianrui Li 64 1 0 26 Aug 2025
Curvature Learning for Generalization of Hyperbolic Neural NetworksInternational Journal of Computer Vision (IJCV), 2025 Xiaomeng Fan Yuwei Wu Zhi Gao Mehrtash Harandi Yunde Jia 160 2 0 24 Aug 2025
Noise Matters: Optimizing Matching Noise for Diffusion Classifiers Yanghao Wang Long Chen DiffM VLM 216 2 0 15 Aug 2025
Compressive Meta-Learning D. M. Montserrat David Bonet Maria Perera Xavier Giró-i-Nieto A. Ioannidis 56 0 0 14 Aug 2025
Stochastic-based Patch Filtering for Few-Shot Learning Javier Rodenas Eduardo Aguilar Petia Radeva 52 0 0 13 Aug 2025
Domain-Generalization to Improve Learning in Meta-Learning Algorithms Usman Anjum Chris Stockman Cat Luong J. Zhan FedML 154 0 0 13 Aug 2025
Slot Attention-based Feature Filtering for Few-Shot Learning Javier Rodenas Eduardo Aguilar Petia Radeva 80 0 0 13 Aug 2025
ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation Yihua Shao Xiaofeng Lin Xinwei Long Siyu Chen Minxi Yan Wenshu Fan Ziyang Yan Ao Ma Hao Tang Jingcai Guo MoMe CLL 122 2 0 06 Aug 2025
A Foundational Multi-Modal Model for Few-Shot Learning Pengtao Dang Tingbo Guo Sha Cao Chi Zhang 52 0 0 06 Aug 2025
Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning Tianjiao Jiang Zhen Zhang Y. Liu J. Q. Shi 145 0 0 05 Aug 2025
Scaling Up Audio-Synchronized Visual Animation: An Efficient Training Paradigm Lin Zhang Zefan Cai Jiuxiang Gu Shentong Mo Jinhong Lin ... Ruiyi Zhang Wen Xiao Tong Sun Junjie Hu Pedro Morgado VGen 141 1 0 05 Aug 2025
Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning Muhammad Aqeel Shakiba Sharifi Marco Cristani Francesco Setti 92 5 0 04 Aug 2025
Multi-Operator Few-Shot Learning for Generalization Across PDE Families Yile Li Shandian Zhe AI4CE 98 0 0 02 Aug 2025
Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation Dustin Carrión-Ojeda Stefan Roth Simone Schaub-Meyer 103 0 0 31 Jul 2025
Shallow Deep Learning Can Still Excel in Fine-Grained Few-Shot Learning Chaofei Qi Chao Ye Zhitai Liu Weiyang Lin Jianbin Qiu 146 0 0 29 Jul 2025
Color as the Impetus: Transforming Few-Shot Learner Chaofei Qi Zhitai Liu Jianbin Qiu VLM 191 0 0 29 Jul 2025
Learning to Imitate with Less: Efficient Individual Behavior Modeling in Chess Zhenwei Tang Difan Jiao Eric Xue Reid McIlroy-Young Jon M. Kleinberg S. Sen Ashton Anderson 163 1 0 29 Jul 2025
MetaLab: Few-Shot Game Changer for Image Recognition Chaofei Qi Zhitai Liu Jianbin Qiu 126 0 0 29 Jul 2025
Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting A. Kravets Da Chen V. Namboodiri 188 0 0 28 Jul 2025
Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification Wei Zhuo Runjie Luo Wufeng Xue Linlin Shen 232 0 0 28 Jul 2025
Post-Completion Learning for Language Models Xiang Fei Siqi Wang Shu Wei Yuxiang Nie Wei Shi Hao Feng Can Huang Can Huang LRM 153 0 0 27 Jul 2025
CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage Na Li Yansong Gao Hongsheng Hu Boyu Kuang Anmin Fu 156 0 0 22 Jul 2025
Few-Shot Learning in Video and 3D Object Detection: A Survey Md Meftahul Ferdaus Kendall N. Niles Joe Tom Mahdi Abdelguerfi Elias Ioup 3DPC 113 1 0 22 Jul 2025
Cross-Domain Few-Shot Learning with Coalescent Projections and Latent Space Reservation Naeem Paeedeh Mahardhika Pratama Imam Mustafa Kamal Wolfgang Mayer Jimmy Cao Ryszard Kowlczyk 92 0 0 21 Jul 2025
Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning Yongwei Jiang Yixiong Zou Yuhua Li Ruixuan Li CLL 158 1 0 12 Jul 2025
Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection Subhajit Maity A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 358 0 0 10 Jul 2025
FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed Jiaqi Zhang Juntuo Wang Zhixin Sun John Zou Randall Balestriero 92 0 0 04 Jul 2025
D $^2$ ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition Wenjie Pei Qizhong Tan Guangming Lu Jiandong Tian Jun Yu 392 3 0 01 Jul 2025
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic SurveyACM Computing Surveys (ACM CSUR), 2024 Wei Zhou Lei Zhao Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 420 6 0 01 Jul 2025
XTransfer: Modality-Agnostic Few-Shot Model Transfer for Human Sensing at the Edge Yu Zhang Xi Zhang Hualin zhou Xinyuan Chen Shang Gao Hong Jia Jianfei Yang Yuankai Qi Tao Gu 162 0 0 28 Jun 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations Sophia Sirko-Galouchenko Spyros Gidaris Antonín Vobecký Andrei Bursuc Nicolas Thome 235 1 0 23 Jun 2025
DExNet: Combining Observations of Domain Adapted Critics for Leaf Disease Classification with Limited Data Sabbir Ahmed Md. Bakhtiar Hasan Tasnim Ahmed M. H. Kabir 115 1 0 22 Jun 2025
Don't throw the baby out with the bathwater: How and why deep learning for ARC Jack Cole Mohamed Osman LRM 267 2 0 17 Jun 2025
Distinct Computations Emerge From Compositional Curricula in In-Context Learning Jin Hwa Lee Andrew Kyle Lampinen Aaditya K. Singh Andrew Saxe 136 1 0 16 Jun 2025
Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring X. Tu Haocheng Zhang Tao Chengxu Zuyi Chen AI4TS 203 0 0 16 Jun 2025
PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers Lukas Schiesser Cornelius Wolff Sophie Haas Simon Pukrop VLM 123 0 0 16 Jun 2025
Detecting Sockpuppetry on Wikipedia Using Meta-LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Luc Raszewski Christine De Kock 616 1 0 12 Jun 2025
Data-Efficient Challenges in Visual Inductive Priors: A Retrospective Robert-Jan Bruintjes A. Lengyel O. Kayhan Davide Zambrano Nergis Tomen Hadi Jamali Rad Jan van Gemert VLM 129 0 0 10 Jun 2025
Hyperbolic Dual Feature Augmentation for Open-Environment Peilin Yu Yuwei Wu Zhi Gao Xiaomeng Fan Shuo Yang Yunde Jia 168 1 0 10 Jun 2025
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Ran Ma Yonghong Tian Guangyao Chen Yuhua Li Ruixuan Li 184 3 0 09 Jun 2025
SoftStep: Learning Sparse Similarity Powers Deep Neighbor-Based Regression Aviad Susman Mayte Suárez-Fariñas Joseph T Colonel Joseph T Colonel 126 0 0 09 Jun 2025

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Matching Networks for One Shot Learning

Papers citing "Matching Networks for One Shot Learning"