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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
UNEM: UNrolled Generalized EM for Transductive Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2024 Long Zhou Fereshteh Shakeri Aymen Sadraoui Mounir Kaaniche J. Pesquet Ismail Ben Ayed VLM 549 1 0 21 Dec 2024
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Bharadwaj Ravichandran Alexander Lynch S. Brockman Brandon RichardWebster Dawei Du A. Hoogs Christopher Funk ObjD VLM 323 0 0 20 Dec 2024
Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning Hongye Xu Jan Wasilewski Bartosz Krawczyk CLL 342 0 0 19 Dec 2024
Data-driven Discovery of Biophysical T Cell Receptor Co-specificity Rules Andrew Pyo Yuta Nagano Martina Milighetti James Henderson Curtis G. Callan Jr. Benny Chain Ned S. Wingreen Andreas Tiffeau-Mayer 246 0 0 18 Dec 2024
CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels Shizhuo Deng Bowen Han Jiaqi Chen Hao Wang Dongyue Chen Tong Jia VLM NoLa 292 1 0 17 Dec 2024
Aspect-Based Few-Shot LearningIFIP Working Conference on Database Semantics (IWDS), 2024 Tim van Engeland Lu Yin Vlado Menkovski 262 0 0 17 Dec 2024
Memory-Reduced Meta-Learning with Guaranteed ConvergenceAAAI Conference on Artificial Intelligence (AAAI), 2024 Honglin Yang Ji Ma Xiao Yu 245 0 0 16 Dec 2024
SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation Xudong Zhou Wenhao He VLM 141 0 0 15 Dec 2024
On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning Pengfei Fang Yongchun Qin H. Xue CLL 287 0 0 15 Dec 2024
Generative Model-Based Fusion for Improved Few-Shot Semantic Segmentation of Infrared ImagesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Junno Yun Mehmet Akçakaya 308 0 0 06 Dec 2024
Multi-Level Correlation Network For Few-Shot Image ClassificationIEEE International Conference on Multimedia and Expo (ICME), 2023 Yunkai Dang Hao Fei Ruihao Zhang Xinliang Zhang Zheng Wang Meijun Sun Donglin Wang 324 3 0 04 Dec 2024
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models Yi Liao Yongsheng Gao Weichuan Zhang 221 0 0 02 Dec 2024
Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Linhai Zhuo Zheng Wang Yuqian Fu Tianwen Qian VLM 341 6 0 01 Dec 2024
Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace SelectionInternational Conference on Computational Linguistics (COLING), 2024 Ayoub Hammal Benno Uthayasooriyar Caio Corro 327 0 0 30 Nov 2024
HypDAE: Hyperbolic Diffusion Autoencoders for Hierarchical Few-shot Image Generation Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 307 0 0 27 Nov 2024
Context-Aware Multimodal PretrainingComputer Vision and Pattern Recognition (CVPR), 2024 Karsten Roth Zeynep Akata Dima Damen Ivana Balazevic Olivier J. Hénaff VLM 291 3 0 22 Nov 2024
Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via Class Region Proposals Hussni Mohd Zakir Eric Tatt Wei Ho VLM 208 0 0 21 Nov 2024
Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature ReviewArtificial Intelligence Review (Artif Intell Rev), 2024 Pablo Moriano Steven C. Hespeler Mingyan Li Maria Mahbub AAML 385 12 0 21 Nov 2024
Video-to-Task Learning via Motion-Guided Attention for Few-Shot Action Recognition Hanyu Guo Wanchuan Yu Suzhou Que Kaiwen Du Yan Yan Hanzi Wang 358 2 0 18 Nov 2024
Embedding Space Allocation with Angle-Norm Joint Classifiers for Few-Shot Class-Incremental LearningNeural Networks (NN), 2024 Dunwei Tu Huiyu Yi T. Zhang Ruotong Li Furao Shen Jian Zhao CLL 230 0 0 14 Nov 2024
Neuromodulated Meta-Learning Wenwen Qiang Huijie Guo Jingyao Wang Jiangmeng Li Changwen Zheng Hui Xiong Gang Hua 291 1 0 11 Nov 2024
Provably Faster Algorithms for Bilevel Optimization via Without-Replacement SamplingNeural Information Processing Systems (NeurIPS), 2024 Junyi Li Heng Huang 204 1 0 07 Nov 2024
Stepping Forward on the Last MileNeural Information Processing Systems (NeurIPS), 2024 Chen Feng Shaojie Zhuo Xiaopeng Zhang R. Ramakrishnan Zhaocong Yuan Andrew Zou Li 357 0 0 06 Nov 2024
Detect an Object At Once without Fine-tuning Junyu Hao Jianheng Liu Yongjia Zhao Zuofan Chen Qi Sun Jinlong Chen Jianguo Wei Minghao Yang ObjD 239 1 0 04 Nov 2024
Robust Neural Processes for Noisy Data Chen Shapira Dan Rosenbaum 284 2 0 03 Nov 2024
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis Xinyu Geng Jiaming Wang Jun Xu MedIm 215 1 0 03 Nov 2024
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot LearningNeural Information Processing Systems (NeurIPS), 2024 Fei Zhou Peng Wang Lei Zhang Zhaoyu Chen Wei Wei Chen Ding Guosheng Lin Yanning Zhang 242 6 0 03 Nov 2024
Covariance-based Space Regularization for Few-shot Class Incremental LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Yijie Hu Guanyu Yang Zhaorui Tan Xiaowei Huang K. Huang Qiu-Feng Wang CLL 211 2 0 02 Nov 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property PredictionNeural Information Processing Systems (NeurIPS), 2024 Liang Wang Qiang Liu Shaozhen Liu Xin Sun Shu Wu Shu Wu 198 4 0 02 Nov 2024
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta LearningNeural Information Processing Systems (NeurIPS), 2024 Yiqin Lv Qi Wang Dong Liang Zheng Xie 251 5 0 30 Oct 2024
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2024 Jintao Tong Yixiong Zou Yuhua Li Ruixuan Li 230 15 0 29 Oct 2024
Multimodality Helps Few-shot 3D Point Cloud Semantic SegmentationInternational Conference on Learning Representations (ICLR), 2024 Zhaochong An Guolei Sun Yun Liu Runjia Li Min Wu Ming-Ming Cheng Ender Konukoglu Serge Belongie 365 15 0 29 Oct 2024
Meta-Learning with Heterogeneous Tasks Zhaofeng Si Shu Hu Kaiyi Ji Siwei Lyu 175 2 0 24 Oct 2024
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation Ruting Chi Zhiyi Huang Yuexing Han ISeg 209 0 0 21 Oct 2024
Benchmarking Pathology Foundation Models: Adaptation Strategies and Scenarios Jeaung Lee Jeewoo Lim Keunho Byeon Jin Tae Kwak 173 11 0 21 Oct 2024
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-TransferInternational Conference on Pattern Recognition (ICPR), 2024 K. Bhaumik Minha Kim Fahim Faisal Niloy A. Ali Simon S. Woo AI4TS 118 2 0 21 Oct 2024
Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation Yao Shen Ziwei Wei Chunmeng Liu Shuming Wei Qi Zhao Kaiyang Zeng Guangyao Li VLM 149 3 0 16 Oct 2024
Mind the Gap Between Prototypes and Images in Cross-domain FinetuningNeural Information Processing Systems (NeurIPS), 2024 Hongduan Tian Feng Liu Zhanke Zhou Tongliang Liu Chengqi Zhang Bo Han VLM 221 2 0 16 Oct 2024
LoKO: Low-Rank Kalman Optimizer for Online Fine-Tuning of Large Models Hossein Abdi Mingfei Sun Andi Zhang Samuel Kaski Wei Pan 187 1 0 15 Oct 2024
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xinyue Liu Yunlong Gao Linlin Zong Bo Xu VLM 194 2 0 14 Oct 2024
A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Minyoung Kim Timothy M. Hospedales BDL 228 1 0 14 Oct 2024
Augmenting In-Context-Learning in LLMs via Automatic Data Labeling and Refinement J. Shtok Amit Alfassy Foad Abo Dahood Eliyahu Schwartz Sivan Doveh Assaf Arbelle LRM ReLM 200 0 0 14 Oct 2024
Overcoming classic challenges for artificial neural networks by providing incentives and practiceNature Machine Intelligence (Nat. Mach. Intell.), 2024 Kazuki Irie Brenden M. Lake 454 8 0 14 Oct 2024
Task Adaptive Feature Distribution Based Network for Few-shot Fine-grained Target Classification Ping Li Hongbo Wang Lei Lu 117 0 0 13 Oct 2024
Cross-Domain Evaluation of Few-Shot Classification Models: Natural Images vs. Histopathological Images Ardhendu Sekhar Aditya Bhattacharya Vinayak Goyal Vrinda Goel Aditya Bhangale R. Gupta Amit Sethi VLM 148 0 0 11 Oct 2024
On-Chip Learning via Transformer In-Context LearningInternational Conference on Artificial Intelligence Circuits and Systems (ICAICS), 2024 Jan Finkbeiner Emre Neftci 108 0 0 11 Oct 2024
Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing Mengze Hong Chen Zhang Wailing Ng Chen Jason Zhang 159 2 0 08 Oct 2024
CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental LearningEuropean Conference on Computer Vision (ECCV), 2024 Junghun Oh Sungyong Baik Kyoung Mu Lee CLL 190 13 0 08 Oct 2024
Learning to Learn with Contrastive Meta-Objective Shiguang Wu Yaqing Wang Yatao Bian Quanming Yao CLL 396 0 0 08 Oct 2024
Episodic fine-tuning prototypical networks for optimization-based few-shot learning: Application to audio classificationInternational Workshop on Machine Learning for Signal Processing (MLSP), 2024 Xuanyu Zhuang Geoffroy Peeters Gaël Richard 84 1 0 04 Oct 2024