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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
Meta-Adversarial Inverse Reinforcement Learning for Decision-making Tasks Pin Wang Hanhan Li Ching-yao Chan 120 9 0 23 Mar 2021
Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning Zheda Mai Ruiwen Li Hyunwoo J. Kim Scott Sanner CLL 99 188 0 22 Mar 2021
Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification Yaohui Li Huaxiong Li Haoxing Chen Chunlin Chen 67 4 0 21 Mar 2021
Multi-level Metric Learning for Few-shot Image Recognition Haoxing Chen Huaxiong Li Yaohui Li Chunlin Chen 70 21 0 21 Mar 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 84 18 0 21 Mar 2021
CLTA: Contents and Length-based Temporal Attention for Few-shot Action Recognition Yang Bo Yangdi Lu Wenbo He VLM 92 0 0 18 Mar 2021
Real-Time Visual Object Tracking via Few-Shot Learning Jinghao Zhou Yue Liu Peng Wang Peixia Li Weihao Gan Wei Wu Junjie Yan Wanli Ouyang 67 5 0 18 Mar 2021
SHARP: Environment and Person Independent Activity Recognition with Commodity IEEE 802.11 Access Points Francesca Meneghello D. Garlisi Nicolò Dal Fabbro I. Tinnirello Michele Rossi 61 56 0 17 Mar 2021
Gradient Projection Memory for Continual Learning Gobinda Saha Isha Garg Kaushik Roy VLM CLL 89 292 0 17 Mar 2021
Meta-learning of Pooling Layers for Character Recognition Takato Otsuzuki Heon Song S. Uchida Hideaki Hayashi 63 3 0 17 Mar 2021
Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning Namyeong Kwon Hwidong Na Gabriel Huang Simon Lacoste-Julien 55 7 0 16 Mar 2021
How to distribute data across tasks for meta-learning? Alexandru Cioba Michael Bromberg Qian Wang R. Niyogi Georgios Batzolis Jezabel R. Garcia Da-shan Shiu A. Bernacchia FedML 68 8 0 15 Mar 2021
Evolving parametrized Loss for Image Classification Learning on Small Datasets Zhaoyang Hai Xiabi Liu 50 0 0 15 Mar 2021
Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning Thanh Nguyen Tung M. Luu T. Pham Sanzhar Rakhimkul Chang D. Yoo 58 11 0 15 Mar 2021
Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou B. Yu Yu Qiao Xiaojiang Peng Dacheng Tao 131 99 0 15 Mar 2021
DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network Yang Liu Tu Zheng Mingli Song Deng Cai Xiaofei He 117 26 0 15 Mar 2021
Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning Bernie Wang Si-ting Xu Kurt Keutzer Yang Gao Bichen Wu SSL OffRL 61 7 0 10 Mar 2021
Multi-Pretext Attention Network for Few-shot Learning with Self-supervision Hainan Li Renshuai Tao Jun Li Haotong Qin Yifu Ding Shuo Wang Xianglong Liu SSL 64 8 0 10 Mar 2021
SMIL: Multimodal Learning with Severely Missing Modality Mengmeng Ma Jian Ren Long Zhao Sergey Tulyakov Cathy H. Wu Xi Peng 103 265 0 09 Mar 2021
MetaView: Few-shot Active Object Recognition Wei Wei Haonan Yu Haichao Zhang Wenyuan Xu Ying Nian Wu 80 4 0 07 Mar 2021
Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning A. Cheraghian Shafin Rahman Pengfei Fang S. Roy L. Petersson Mehrtash Harandi CLL 144 186 0 06 Mar 2021
Harnessing Geometric Constraints from Emotion Labels to improve Face Verification Anand Ramakrishnan Minh Pham Jacob Whitehill 3DH CVBM 52 0 0 05 Mar 2021
Structure-Enhanced Meta-Learning For Few-Shot Graph Classification Shunyu Jiang Fuli Feng Weijia Chen Xiang Li Xiangnan He 149 18 0 05 Mar 2021
Meta Learning Black-Box Population-Based Optimizers H. Gomes B. Léger Christian Gagné 163 13 0 05 Mar 2021
Few-shot Learning for Slot Tagging with Attentive Relational Network Cennet Oguz Ngoc Thang Vu 49 10 0 03 Mar 2021
Meta-Learning with Variational Bayes Lucas Lingle BDL OOD 49 0 0 03 Mar 2021
Task Aligned Generative Meta-learning for Zero-shot Learning Zhe Liu Yun Yvonna Li Lina Yao Xianzhi Wang Guodong Long VLM 68 37 0 03 Mar 2021
Few-shot Open-set Recognition by Transformation Consistency Minki Jeong Seokeon Choi Changick Kim 110 52 0 02 Mar 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning Wonyong Jeong Hayeon Lee G. Park Eunyoung Hyung Jinheon Baek Sung Ju Hwang 95 10 0 02 Mar 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning Mamshad Nayeem Rizve Salman Khan Fahad Shahbaz Khan M. Shah 144 114 0 01 Mar 2021
E $^2$ CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning Alperen Görmez Venkateswara Dasari Erdem Koyuncu 35 7 0 01 Mar 2021
Universal-Prototype Enhancing for Few-Shot Object Detection Aming Wu Yahong Han Linchao Zhu Yi Yang ObjD 100 87 0 01 Mar 2021
Few-Shot Lifelong Learning Pratik Mazumder Pravendra Singh Piyush Rai CLL 80 122 0 01 Mar 2021
Meta-learning representations for clustering with infinite Gaussian mixture models Tomoharu Iwata 46 5 0 01 Mar 2021
Meta-learning One-class Classifiers with Eigenvalue Solvers for Supervised Anomaly Detection Tomoharu Iwata Atsutoshi Kumagai 51 2 0 01 Mar 2021
Domain Adaptation for Learning Generator from Paired Few-Shot Data Chunyue Teng Pin-Yu Chen Wei-Chen Chiu TTA 13 0 0 25 Feb 2021
Meta-Learning for improving rare word recognition in end-to-end ASR Florian Lux Ngoc Thang Vu 427 12 0 25 Feb 2021
Trajectory-Based Meta-Learning for Out-Of-Vocabulary Word Embedding Learning Gordon Buck Andreas Vlachos 59 1 0 24 Feb 2021
Enabling the Network to Surf the Internet Zhuoling Li Haohan Wang Tymoteusz Świstek Weixin Chen Yuanzheng Li Haoqian Wang CLL 114 4 0 24 Feb 2021
Dual-Awareness Attention for Few-Shot Object Detection Tung-I Chen Yueh-Cheng Liu Hung-Ting Su Yu-Cheng Chang Yu-Hsiang Lin Jia-Fong Yeh Wen-Chin Chen Winston H. Hsu ObjD 118 100 0 24 Feb 2021
Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution Amrith Rajagopal Setlur Oscar Li Virginia Smith 161 13 0 23 Feb 2021
Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks Xinyang Zhang Chenwei Zhang Xin Luna Dong Jingbo Shang Jiawei Han 65 18 0 23 Feb 2021
Few-shot Network Anomaly Detection via Cross-network Meta-learning Kaize Ding Qinghai Zhou Hanghang Tong Huan Liu 177 128 0 22 Feb 2021
MetaDelta: A Meta-Learning System for Few-shot Image Classification Yudong Chen Chaoyu Guan Zhikun Wei Xin Eric Wang Wenwu Zhu VLM 59 18 0 22 Feb 2021
Learning Compositional Representation for Few-shot Visual Question Answering Dalu Guo Dacheng Tao OOD CoGe 64 4 0 21 Feb 2021
Fast On-Device Adaptation for Spiking Neural Networks via Online-Within-Online Meta-Learning Bleema Rosenfeld Bipin Rajendran Osvaldo Simeone OffRL 99 9 0 21 Feb 2021
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning Ren Wang Kaidi Xu Sijia Liu Pin-Yu Chen Tsui-Wei Weng Chuang Gan Meng Wang AAML 100 47 0 20 Feb 2021
Meta-Learning Dynamics Forecasting Using Task Inference Rui Wang Robin Walters Rose Yu OOD AI4TS AI4CE 138 36 0 20 Feb 2021
Condensed Composite Memory Continual Learning Felix Wiewel Binh Yang DD 75 34 0 19 Feb 2021
One-shot action recognition in challenging therapy scenarios Alberto Sabater Laura Santos J. Santos-Victor Alexandre Bernardino Luis Montesano Ana C. Murillo 129 38 0 17 Feb 2021