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Matching Networks for One Shot Learning

13 June 2016

Papers citing "Matching Networks for One Shot Learning"

50 / 3,162 papers shown

Title
SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning Junhoo Lee Jayeon Yoo Nojun Kwak 68 2 0 04 Oct 2023
Federated Conditional Stochastic Optimization Xidong Wu Jianhui Sun Zhengmian Hu Junyi Li Aidong Zhang Heng-Chiao Huang FedML 152 4 0 04 Oct 2023
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression Tin Sum Cheng Aurelien Lucchi Ivan Dokmanić Anastasis Kratsios David Belius 63 5 0 02 Oct 2023
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm Qi Wang Yiqin Lv Yanghe Feng Zheng Xie Jincai Huang 76 9 0 01 Oct 2023
A General Offline Reinforcement Learning Framework for Interactive Recommendation Teng Xiao Donglin Wang OffRL 112 74 0 01 Oct 2023
PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction Shiguang Wu Yaqing Wang Quanming Yao 54 4 0 01 Oct 2023
The Sparsity Roofline: Understanding the Hardware Limits of Sparse Neural Networks Cameron Shinn Collin McCarthy Saurav Muralidharan Muhammad Osama John Douglas Owens 61 2 0 30 Sep 2023
It HAS to be Subjective: Human Annotator Simulation via Zero-shot Density Estimation Wen Wu Jiajun He Chuxu Zhang P. Woodland 57 1 0 30 Sep 2023
Mitigating the Effect of Incidental Correlations on Part-based Learning Gaurav Bhatt Deepayan Das Leonid Sigal Vineeth N. Balasubramanian 79 4 0 30 Sep 2023
Logarithm-transform aided Gaussian Sampling for Few-Shot Learning Vaibhav Ganatra 70 3 0 28 Sep 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback Teresa Yeo Oğuzhan Fatih Kar Zahra Sodagar Amir Zamir TTA OOD 74 4 0 27 Sep 2023
Few-Shot Multi-Label Aspect Category Detection Utilizing Prototypical Network with Sentence-Level Weighting and Label Augmentation Zeyu Wang M. Iwaihara 73 2 0 27 Sep 2023
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning Huiwei Lin Shanshan Feng Baoquan Zhang Xutao Li Yew-Soon Ong CLL 131 0 0 26 Sep 2023
Frugal Satellite Image Change Detection with Deep-Net Inversion H. Sahbi Sebastien Deschamps 86 0 0 26 Sep 2023
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Dipam Goswami Yuyang Liu Bartlomiej Twardowski Joost van de Weijer CLL 91 61 0 25 Sep 2023
HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues Ankit Jha Debabrata Pal Mainak Singha Naman Agarwal Biplab Banerjee 46 0 0 23 Sep 2023
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks Zhaohan Xi Tianyu Du Changjiang Li Ren Pang S. Ji Jinghui Chen Fenglong Ma Ting Wang AAML 68 34 0 23 Sep 2023
Domain Adaptive Few-Shot Open-Set Learning Debabrata Pal Deeptej More Sai Bhargav Dipesh Tamboli Vaneet Aggarwal Biplab Banerjee 80 2 0 22 Sep 2023
A Systematic Review of Few-Shot Learning in Medical Imaging Eva Pachetti Sara Colantonio 108 22 0 20 Sep 2023
Towards Robust Few-shot Point Cloud Semantic Segmentation Yating Xu Na Zhao Gim Hee Lee 3DPC 51 3 0 20 Sep 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric Words Yating Xu Conghui Hu Na Zhao Gim Hee Lee 3DPC 97 7 0 20 Sep 2023
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Yazhou Zhu Shidong Wang Tong Xin Zheng Zhang Haofeng Zhang 100 12 0 20 Sep 2023
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation Nian Liu Kepan Nan Wangbo Zhao Yuanwei Liu Xiwen Yao Salman Khan Hisham Cholakkal Rao Muhammad Anwer Junwei Han Fahad Shahbaz Khan VOS 76 7 0 20 Sep 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 92 21 0 19 Sep 2023
ProtoKD: Learning from Extremely Scarce Data for Parasite Ova Recognition Shubham Trehan U. Ramachandran Ruth Scimeca Sathyanarayanan N. Aakur 54 0 0 18 Sep 2023
Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin Gabriel Moreira Manuel Marques João Paulo Costeira Alexander Hauptmann 50 4 0 18 Sep 2023
Towards Self-Adaptive Pseudo-Label Filtering for Semi-Supervised Learning Lei Zhu Zhanghan Ke Rynson W. H. Lau 64 2 0 18 Sep 2023
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification Junjie Zhu Yiying Li Chunping Qiu Ke Yang Naiyang Guan Xiaodong Yi 95 7 0 17 Sep 2023
Enhancing Visual Perception in Novel Environments via Incremental Data Augmentation Based on Style Transfer Abhibha Gupta Rully Agus Hendrawan Mansur Maturidi Arief 120 0 0 16 Sep 2023
MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces Zhicun Yin Ming-Yu Liu Xiaoming Li Hui Yang Longan Xiao W. Zuo 3DH 73 7 0 15 Sep 2023
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation Linhan Wang Shuo Lei Jianfeng He Shengkun Wang Min Zhang Chang-Tien Lu 77 7 0 11 Sep 2023
Retrieval-Augmented Meta Learning for Low-Resource Text Classification Rongsheng Li Yongqian Li Hai-Tao Zheng Chaiyut Luoyiching Hai-Tao Zheng Nannan Zhou Hanjing Su RALM 81 2 0 10 Sep 2023
Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection Chaiyut Luoyiching Yongqian Li Hai-Tao Zheng Rongsheng Li Hai-Tao Zheng Nannan Zhou Hanjing Su CLL 92 0 0 10 Sep 2023
UER: A Heuristic Bias Addressing Approach for Online Continual Learning Huiwei Lin Shanshan Feng Baoquan Zhang Hongliang Qiao Xutao Li Yunming Ye CLL 75 4 0 08 Sep 2023
ImageBind-LLM: Multi-modality Instruction Tuning Jiaming Han Renrui Zhang Wenqi Shao Peng Gao Peng Xu ... Yafei Wen Xiaoxin Chen Xiangyu Yue Hongsheng Li Yu Qiao MLLM 94 125 0 07 Sep 2023
Text-to-feature diffusion for audio-visual few-shot learning Otniel-Bogdan Mercea Thomas Hummel A. Sophia Koepke Zeynep Akata VLM 84 2 0 07 Sep 2023
Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning In-Ug Yoon Taehyean Choi Sun-Kyung Lee Young-Min Kim Jong-Hwan Kim CLL 100 6 0 06 Sep 2023
Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning Siyang Jiang Rui Fang Hsi-Wen Chen Wei Ding Ming-Syan Chen 87 1 0 05 Sep 2023
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification Marzi Heidari Abdullah Alchihabi Qing En Yuhong Guo VLM 102 0 0 04 Sep 2023
Big-model Driven Few-shot Continual Learning Ziqi Gu Chunyan Xu Zihan Lu Xin Liu Anbo Dai Zhen Cui CLL 62 1 0 02 Sep 2023
Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative Subspaces Kshitiz Garvit Garg Angshuman Paul 16 1 0 31 Aug 2023
Continual Learning From a Stream of APIs Enneng Yang Zhenyi Wang Li Shen Nan Yin Tongliang Liu Guibing Guo Xingwei Wang Dacheng Tao CLL 83 3 0 31 Aug 2023
Test-Time Adaptation for Point Cloud Upsampling Using Meta-Learning A. Hatem Yiming Qian Yang Wang 3DPC 122 9 0 31 Aug 2023
Improving Few-shot Image Generation by Structural Discrimination and Textural Modulation Mengping Yang Zhe Wang Wenyi Feng Qian Zhang Tingzhe Xiao DiffM 83 4 0 30 Aug 2023
A General-Purpose Self-Supervised Model for Computational Pathology Richard J. Chen Tong Ding Ming Y. Lu Drew F. K. Williamson Guillaume Jaume ... Judy J. Wang Walt Williams L. Le Georg Gerber Faisal Mahmood MedIm 138 44 0 29 Aug 2023
Mixup-Augmented Meta-Learning for Sample-Efficient Fine-Tuning of Protein Simulators Jingbang Chen Yian Wang Xingwei Qu Shuangjia Zheng Yao-Chun Yang Hao Dong Jie Fu 63 0 0 29 Aug 2023
When hard negative sampling meets supervised contrastive learning Zijun Long George Killick R. McCreadie Gerardo Aragon Camarasa Zaiqiao Meng SSL 47 3 0 28 Aug 2023
Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates Murat Onur Yildirim Elif Ceren Gok Yildirim Ghada Sokar Decebal Constantin Mocanu Joaquin Vanschoren CLL 56 8 0 28 Aug 2023
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER Guanting Dong Zechen Wang Jinxu Zhao Gang Zhao Daichi Guo ... Keqing He Xuefeng Li Liwen Wang Xinyue Cui Weiran Xu 84 22 0 28 Aug 2023
Fair Few-shot Learning with Auxiliary Sets Song Wang Jing Ma Lu Cheng Jundong Li 76 2 0 28 Aug 2023