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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
"This is my unicorn, Fluffy": Personalizing frozen vision-language representations Niv Cohen Rinon Gal E. Meirom Gal Chechik Yuval Atzmon VLM MLLM 130 88 0 04 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 82 39 0 04 Apr 2022
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations K. Neupane Ervine Zheng Yu Kong Qi Yu 50 15 0 03 Apr 2022
Matching Feature Sets for Few-Shot Image Classification Arman Afrasiyabi Hugo Larochelle Jean-François Lalonde Christian Gagné VLM 81 75 0 02 Apr 2022
AutoProtoNet: Interpretability for Prototypical Networks Pedro Sandoval Segura W. Lawson 40 2 0 02 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging Yutai Hou Cheng Chen Xianzhen Luo Yue Liu Wanxiang Che BDL 75 22 0 02 Apr 2022
On the Efficiency of Integrating Self-supervised Learning and Meta-learning for User-defined Few-shot Keyword Spotting Wei-Tsung Kao Yue Wu Chia-Ping Chen Zhi-Sheng Chen Yu-Pao Tsai Hung-yi Lee 68 7 0 01 Apr 2022
Selecting task with optimal transport self-supervised learning for few-shot classification Renjie Xu Xinghao Yang Baodi Liu Kai Zhang Weifeng Liu OT OODD 74 2 0 01 Apr 2022
Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks Da-Wei Zhou Han-Jia Ye Liang Ma Di Xie Shiliang Pu De-Chuan Zhan CLL 125 129 0 31 Mar 2022
Learning from few examples with nonlinear feature maps I. Tyukin Oliver J. Sutton Alexander N. Gorban 51 1 0 31 Mar 2022
Personalized Image Aesthetics Assessment with Rich Attributes Yuzhe Yang Liwu Xu Leida Li Nan Qie Yaqian Li Peng Zhang Yandong Guo 73 59 0 31 Mar 2022
Overcoming challenges in leveraging GANs for few-shot data augmentation Christopher Beckham I. Laradji Pau Rodríguez López David Vazquez Derek Nowrouzezahrai C. Pal 36 1 0 30 Mar 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations Lingjie Mei Jiayuan Mao Ziqi Wang Chuang Gan J. Tenenbaum VLM 92 22 0 30 Mar 2022
Constrained Few-shot Class-incremental Learning Michael Hersche G. Karunaratne G. Cherubini Luca Benini Abu Sebastian Abbas Rahimi CLL 112 143 0 30 Mar 2022
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning Quang Pham Chenghao Liu Guosheng Lin BDL OnRL 85 60 0 30 Mar 2022
Supervised Graph Contrastive Learning for Few-shot Node Classification Zhen Tan Kaize Ding Ruocheng Guo Huan Liu OffRL 106 11 0 29 Mar 2022
Zero-shot meta-learning for small-scale data from human subjects Julie Jiang Kristina Lerman Emilio Ferrara 46 1 0 29 Mar 2022
Integrative Few-Shot Learning for Classification and Segmentation Dahyun Kang Minsu Cho VLM 101 61 0 29 Mar 2022
Semantic Line Detection Using Mirror Attention and Comparative Ranking and Matching Dongkwon Jin Jun-Tae Lee Chang-Su Kim 68 11 0 29 Mar 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 141 276 0 28 Mar 2022
Few-Shot Object Detection with Fully Cross-Transformer G. Han Jiawei Ma Shiyuan Huang Long Chen Shih-Fu Chang 125 135 0 28 Mar 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches A. Bhunia Viswanatha Reddy Gajjala Subhadeep Koley Rohit Kundu Aneeshan Sain Tao Xiang Yi-Zhe Song CLL 90 30 0 28 Mar 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR Aneeshan Sain A. Bhunia Vaishnav Potlapalli Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song VLM 78 50 0 28 Mar 2022
FS6D: Few-Shot 6D Pose Estimation of Novel Objects Yisheng He Yao Wang Haoqiang Fan Jian Sun Qifeng Chen 94 89 0 28 Mar 2022
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization Yue Duan Zhen Zhao Lei Qi Lei Wang Luping Zhou Yinghuan Shi Yang Gao 85 36 0 27 Mar 2022
Temporal Transductive Inference for Few-Shot Video Object Segmentation Mennatullah Siam Konstantinos G. Derpanis Richard P. Wildes VOS 78 9 0 27 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Tianying Liu Lu Zhang Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 88 27 0 27 Mar 2022
Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection Li Yin Juan-Manuel Perez-Rua Kevin J. Liang ObjD 84 35 0 25 Mar 2022
Learning to Adapt to Unseen Abnormal Activities under Weak Supervision Jaeyoo Park Junha Kim Bohyung Han OffRL 65 5 0 25 Mar 2022
Compare learning: bi-attention network for few-shot learning Li Ke Meng Pan Weigao Wen Dong Li 48 4 0 25 Mar 2022
CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification Philip Chikontwe Soopil Kim Sang Hyun Park 103 32 0 25 Mar 2022
HM: Hybrid Masking for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 79 10 0 24 Mar 2022
Multidimensional Belief Quantification for Label-Efficient Meta-Learning Deepshikha Pandey Qi Yu UQCV 50 11 0 23 Mar 2022
Pre-training to Match for Unified Low-shot Relation Extraction Fangchao Liu Hongyu Lin Xianpei Han Boxi Cao Le Sun VLM 45 35 0 23 Mar 2022
Efficient Few-Shot Object Detection via Knowledge Inheritance Ze Yang Chi Zhang Ruibo Li Yi Tian Xu Guosheng Lin VLM 103 35 0 23 Mar 2022
Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing Hsin-Ping Huang Deqing Sun Yaojie Liu Wen-Sheng Chu Taihong Xiao Jinwei Yuan Hartwig Adam Ming-Hsuan Yang CVBM 117 62 0 23 Mar 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation Ying Zhao Zhiliang Tian Huaxiu Yao Yinhe Zheng Dongkyu Lee Yiping Song Jian Sun N. Zhang 70 20 0 22 Mar 2022
Reinforcement-based frugal learning for satellite image change detection Sebastien Deschamps H. Sahbi 69 1 0 22 Mar 2022
Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection H. Sahbi Sebastien Deschamps 62 0 0 22 Mar 2022
HyperShot: Few-Shot Learning by Kernel HyperNetworks Marcin Sendera Marcin Przewiȩźlikowski Konrad Karanowski Maciej Ziȩba Jacek Tabor Przemysław Spurek VLM 105 29 0 21 Mar 2022
Online Continual Learning for Embedded Devices Tyler L. Hayes Christopher Kanan CLL 99 56 0 21 Mar 2022
Cluster & Tune: Boost Cold Start Performance in Text Classification Eyal Shnarch Ariel Gera Alon Halfon Lena Dankin Leshem Choshen R. Aharonov Noam Slonim 71 22 0 20 Mar 2022
Partitioning Image Representation in Contrastive Learning Hyunsub Lee Heeyoul Choi SSL DRL 43 1 0 20 Mar 2022
Negative Inner-Loop Learning Rates Learn Universal Features Tom Starshak 45 2 0 18 Mar 2022
AdaVocoder: Adaptive Vocoder for Custom Voice Xin Yuan Yongbin Feng Mingming Ye Cheng Tuo Minghang Zhang 133 3 0 18 Mar 2022
Multi-similarity based Hyperrelation Network for few-shot segmentation Xian Shi Zhe Cui Shaobing Zhang Miao Cheng L. He Xianghong Tang 82 6 0 17 Mar 2022
Few-Shot Learning on Graphs Chuxu Zhang Kaize Ding Jundong Li Xiangliang Zhang Yanfang Ye Nitesh Chawla Huan Liu 133 20 0 17 Mar 2022
Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning Haoxiang Wang Yite Wang Ruoyu Sun Yue Liu 86 28 0 17 Mar 2022
Semantic-aligned Fusion Transformer for One-shot Object Detection Yizhou Zhao Xun Guo Yan Lu ViT ObjD 84 21 0 17 Mar 2022
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning Yang He Weihan Liang Dongyang Zhao Hong-Yu Zhou Weifeng Ge Yizhou Yu Wenqiang Zhang ViT 102 46 0 17 Mar 2022