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Matching Networks for One Shot Learning

13 June 2016

Papers citing "Matching Networks for One Shot Learning"

50 / 3,260 papers shown

Title
Unbiased Max-Min Embedding Classification for Transductive Few-Shot Learning: Clustering and Classification Are All You Need Yang Liu Feixiang Liu Jiale Du Xinbo Gao Jungong Han 208 0 0 28 Mar 2025
Adaptive Clipping for Privacy-Preserving Few-Shot Learning: Enhancing Generalization with Limited Data Kanishka Ranaweera Dinh C. Nguyen P. Pathirana David B. Smith Ming Ding Thierry Rakotoarivelo A. Seneviratne 187 1 0 27 Mar 2025
ProtoBERT-LoRA: Parameter-Efficient Prototypical Finetuning for Immunotherapy Study Identification Shijia Zhang Xiyu Ding Kai Ding Jacob Zhang Kevin Galinsky Mengrui Wang Ryan P. Mayers Zheyu Wang Hadi Kharrazi 193 0 0 26 Mar 2025
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework Xiaobei Wang Yaning Tan Dongping Liao Han Fang Aishan Liu Simeng Qin Yu-liang Lu E. Chang X. Gao AAML 305 3 0 21 Mar 2025
Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance Hui Liu Wenya Wang Kecheng Chen Jie Liu Yibing Liu Tiexin Qin Peisong He Xinghao Jiang Haoliang Li BDL VLM 901 0 0 20 Mar 2025
H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Yuhang Liu Wenjie Zhao Yunhui Guo OODD 211 2 0 19 Mar 2025
DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D TeachersComputer Vision and Pattern Recognition (CVPR), 2025 Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Pau de Jorge Diane Larlus Yannis Kalantidis 288 2 0 18 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 281 0 0 18 Mar 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud AnalysisComputer Vision and Pattern Recognition (CVPR), 2025 Hongyu Sun Qiuhong Ke Ming Cheng Yanjie Wang Deying Li Chenhui Gou Jianfei Cai 3DPC 336 1 0 15 Mar 2025
UBMF: Uncertainty-Aware Bayesian Meta-Learning Framework for Fault Diagnosis with Imbalanced Industrial DataKnowledge-Based Systems (KBS), 2025 Zhixuan Lian Shangyu Li Qixuan Huang Zijian Huang Haifei Liu Jianan Qiu Puyu Yang Laifa Tao AI4CE 228 1 0 14 Mar 2025
DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks Wei Cui Tongzi Wu Jesse C. Cresswell Yi Sui Keyvan Golestan 229 0 0 12 Mar 2025
Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification Kexin Di Xiuxing Li Yuyang Han Ziyu Li Qing Li Xia Wu VLM 198 0 0 10 Mar 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 993 36 0 10 Mar 2025
GenAI for Simulation Model in Model-Based Systems Engineering Lin Zhang Yu Zhang Dusit Niyato Lei Ren Pengfei Gu Zhen Chen Y. Laili Wentong Cai Agostino Bruzzone AI4CE 153 1 0 09 Mar 2025
Spectral State Space Model for Rotation-Invariant Visual Representation LearningComputer Vision and Pattern Recognition (CVPR), 2025 Sahar Dastani Ali Bahri Moslem Yazdanpanah Mehrdad Noori David Osowiechi ... Farzad Beizaee Milad Cheraghalikhani A. Mondal H. Lombaert Christian Desrosiers 422 3 0 09 Mar 2025
System 0/1/2/3: Quad-process theory for multi-timescale embodied collective cognitive systems Tadahiro Taniguchi Yasushi Hirai Masahiro Suzuki Shingo Murata Takato Horii Kazutoshi Tanaka AI4CE 299 3 0 08 Mar 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs Zhongzhan Huang Guoming Ling Vincent S. Liang Yupei Lin Yandong Chen Shanshan Zhong Hefeng Wu LRM 710 18 0 08 Mar 2025
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Amin Karimi Charalambos Poullis VLM 231 4 0 06 Mar 2025
Meta Learning not to Learn: Robustly Informing Meta-Learning under Nuisance-Varying Families Louis McConnell OOD CML 217 0 0 06 Mar 2025
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models Yao Ge Yuting Guo Sudeshna Das Swati Rajwal Selen Bozkurt A. Sarker MedIm LM&MA 234 0 0 06 Mar 2025
Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data Yongbin Li Xiangkun Wang Xin Yang Marcello Bonsangue Jing Zhang Tianrui Li CLL VLM 340 1 0 28 Feb 2025
PVBF: A Framework for Mitigating Parameter Variation Imbalance in Online Continual LearningNeural Networks (NN), 2025 Zelin Tao Hao Deng Mingqing Liu Lijun Zhang Shengjie Zhao CLL 313 0 0 25 Feb 2025
Contrastive Visual Data Augmentation Yu Zhou B. Li Mohan Tang Xiaomeng Jin Te-Lin Wu Kuan-Hao Huang Mengyue Yang Kai-Wei Chang Nanyun Peng 385 2 0 24 Feb 2025
FUNCTO: Function-Centric One-Shot Imitation Learning for Tool Manipulation Chao Tang Anxing Xiao Yuhong Deng Tianrun Hu Wenlong Dong Hanbo Zhang David Hsu Kuanqi Cai 396 7 0 24 Feb 2025
Multi-Target Federated Backdoor Attack Based on Feature AggregationPattern Recognition (Pattern Recogn.), 2025 Lingguag Hao K. Hao Bing Wei Xue-song Tang FedML AAML 340 0 0 23 Feb 2025
Coreset Selection via LLM-based Concept Bottlenecks Akshay Mehra Trisha Mittal Subhadra Gopalakrishnan Joshua Kimball 268 0 0 23 Feb 2025
Dual-level Mixup for Graph Few-shot Learning with Fewer TasksThe Web Conference (WWW), 2025 Yuqi Liu Mengyu Li Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 168 3 0 21 Feb 2025
Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class HierarchyInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Roman Malashin Valeria Yachnaya Alexander Mullin 354 1 0 17 Feb 2025
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese NetworkIEEE Internet of Things Journal (IEEE IoT J.), 2024 Zijian Zhao Tingwei Chen Zhijie Cai Hang Li Hang Li Qimei Chen Guangxu Zhu 329 16 0 17 Feb 2025
Amortized In-Context Bayesian Posterior Estimation Sarthak Mittal Niels Leif Bracher Guillaume Lajoie P. Jaini Marcus A. Brubaker 253 9 0 10 Feb 2025
Sequence Transferability and Task Order Selection in Continual Learning T. Nguyen Cuong N. Nguyen Quang Pham B. T. Nguyen Savitha Ramasamy Xiaoli Li Cuong V Nguyen 233 1 0 10 Feb 2025
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 492 5 0 09 Feb 2025
Enhancing Environmental Robustness in Few-shot Learning via Conditional Representation LearningIEEE Transactions on Image Processing (IEEE TIP), 2025 Qianyu Guo Jingrong Wu Tianxing Wu Hongru Wang Weifeng Ge Wenqiang Zhang 233 1 0 03 Feb 2025
qNBO: quasi-Newton Meets Bilevel OptimizationInternational Conference on Learning Representations (ICLR), 2025 Sheng Fang Yong Liu Wei-Ting Yao Chengming Yu Jin Zhang 377 1 0 03 Feb 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 496 2 0 31 Jan 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 346 4 0 28 Jan 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot AutonomyThe international journal of robotics research (IJRR), 2024 Chen Wang Kaiyi Ji Shaoshu Su Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Yue Yang Xiao Lin Zhipeng Zhao SSL 510 21 0 28 Jan 2025
Geometric Mean Improves Loss For Few-Shot LearningInternational Conference on Information Photonics (ICIP), 2025 Tong Wu Takumi Kobayashi 265 0 0 24 Jan 2025
Semantic-Anchored, Class Variance-Optimized Clustering for Robust Semi-Supervised Few-Shot Learning Rhythm Baghel Souvik Maji Pratik Mazumder 295 0 0 24 Jan 2025
Rethinking the Sample Relations for Few-Shot ClassificationImage and Vision Computing (IVC), 2025 Guowei Yin Sheng Huang Luwen Huangfu Yi Zhang Xiaohong Zhang VLM 206 1 0 23 Jan 2025
One-Class Domain Adaptation via Meta-Learning Stephanie Holly T. Bierweiler Stefan von Dosky Ahmed Frikha C. Heitzinger Jana Eder 243 0 0 22 Jan 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 437 5 0 20 Jan 2025
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Parinita Nema V. Kurmi CLL 298 2 0 17 Jan 2025
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention MechanismsNeural Networks (NN), 2024 Fatemeh Askari Amirreza Fateh Mohammad Reza Mohammadi 438 14 0 17 Jan 2025
Local Foreground Selection aware Attentive Feature Reconstruction for few-shot fine-grained plant species classification Aisha Zulfiqar Ebroul Izquiedro 150 2 0 12 Jan 2025
Meta-Learning for Physically-Constrained Neural System Identification Ankush Chakrabarty Gordon Wichern Vedang M. Deshpande Abraham P. Vinod Karl Berntorp C. Laughman 142 1 0 10 Jan 2025
Real-world actor-based image steganalysis via classifier inconsistency detectionARES (ARES), 2023 Daniel Lerch-Hostalot David Megías 190 6 0 08 Jan 2025
RW-Net: Enhancing Few-Shot Point Cloud Classification with a Wavelet Transform Projection-based Network Haosheng Zhang Hao Huang 285 0 0 06 Jan 2025
Noise-Tolerant Hybrid Prototypical Learning with Noisy Web Data Chao Liang Linchao Zhu Zongxin Yang Wei Chen Yi Yang NoLa 251 1 0 05 Jan 2025
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot AdaptationComputer Vision and Pattern Recognition (CVPR), 2024 Arnav M. Das Gantavya Bhatt Lilly Kumari Sahil Verma J. Bilmes 349 0 0 23 Dec 2024