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Meta Networks

2 March 2017

Tsendsuren Munkhdalai

Papers citing "Meta Networks"

50 / 490 papers shown

Title
Meta-Learning Fast Weight Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Kevin Clark Kelvin Guu Ming-Wei Chang Panupong Pasupat Geoffrey E. Hinton Mohammad Norouzi KELM 170 14 0 05 Dec 2022
Meta-Shop: Improving Item Advertisement For Small Businesses Yang Shi Guannan Liang Young-joo Chung 129 0 0 02 Dec 2022
Adaptive Prototypical Networks Manas Gogoi Sambhavi Tiwari Shekhar Verma 140 4 0 22 Nov 2022
Learning to Control Rapidly Changing Synaptic Connections: An Alternative Type of Memory in Sequence Processing Artificial Neural Networks Kazuki Irie Jürgen Schmidhuber KELM 152 2 0 17 Nov 2022
The Lean Data Scientist: Recent Advances towards Overcoming the Data BottleneckCommunications of the ACM (CACM), 2022 Chen Shani Jonathan Zarecki Dafna Shahaf 121 7 0 15 Nov 2022
Few-shot Classification with Hypersphere Modeling of PrototypesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Haitao Zheng Zhiyuan Liu Pengjun Xie 156 12 0 10 Nov 2022
tSF: Transformer-based Semantic Filter for Few-Shot LearningEuropean Conference on Computer Vision (ECCV), 2022 Jinxiang Lai Siqian Yang Wenlong Liu Yi Zeng Zhongyi Huang Wenlong Wu Jun Liu Bin-Bin Gao Chengjie Wang VLM 107 20 0 02 Nov 2022
Federated Learning and Meta Learning: Approaches, Applications, and DirectionsIEEE Communications Surveys and Tutorials (COMST), 2022 Xiaonan Liu Yansha Deng Arumugam Nallanathan M. Bennis 317 60 0 24 Oct 2022
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural NetworksInternational Conference on Machine Learning (ICML), 2022 Shibo Li Michael Penwarden Yiming Xu Conor Tillinghast Akil Narayan Robert M. Kirby Shandian Zhe AI4CE 205 6 0 23 Oct 2022
Hypernetworks in Meta-Reinforcement LearningConference on Robot Learning (CoRL), 2022 Jacob Beck Matthew Jackson Risto Vuorio Shimon Whiteson OffRL 200 38 0 20 Oct 2022
A Unified Framework with Meta-dropout for Few-shot Learning Shaobo Lin Xingyu Zeng Rui Zhao 162 1 0 12 Oct 2022
Improving Sample Efficiency of Deep Learning Models in Electricity MarketIEEE Transactions on Power Systems (IEEE Trans. Power Syst.), 2022 G. Ruan Jianxiao Wang H. Zhong Q. Xia C. Kang 85 6 0 11 Oct 2022
Stock Trading Volume Prediction with Dual-Process Meta-Learning Ruibo Chen Wei Li Zhiyuan Zhang Ruihan Bao Keiko Harimoto Xu Sun AIFin AI4TS 89 4 0 11 Oct 2022
Hypernetwork approach to Bayesian MAML Piotr Borycki Piotr Kubacki Marcin Przewiȩźlikowski Tomasz Kuśmierczyk Jacek Tabor Przemysław Spurek BDL 142 2 0 06 Oct 2022
BaseTransformers: Attention over base data-points for One Shot LearningBritish Machine Vision Conference (BMVC), 2022 Mayug Maniparambil Kevin McGuinness Noel E. O'Connor 160 4 0 05 Oct 2022
MAC: A Meta-Learning Approach for Feature Learning and RecombinationPattern Analysis and Applications (PAA), 2022 S. Tiwari M. Gogoi S. Verma K. P. Singh CLL 151 2 0 20 Sep 2022
Omni-Dimensional Dynamic ConvolutionInternational Conference on Learning Representations (ICLR), 2022 Chao Li Aojun Zhou Anbang Yao 211 350 0 16 Sep 2022
Classical Sequence Match is a Competitive Few-Shot One-Class LearnerInternational Conference on Computational Linguistics (COLING), 2022 Mengting Hu H. Gao Yinhao Bai Mingming Liu 138 0 0 14 Sep 2022
Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task DistributionsEuropean Conference on Computer Vision (ECCV), 2022 Zhenyi Wang Li Shen Le Fang Qiuling Suo Dongling Zhan Tiehang Duan Mingchen Gao OOD CLL 137 19 0 03 Sep 2022
Open Long-Tailed Recognition in a Dynamic WorldIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu VLM 160 37 0 17 Aug 2022
A Sequence Tagging based Framework for Few-Shot Relation ExtractionIEEE International Joint Conference on Neural Network (IJCNN), 2022 Xukun Luo Ping Wang ViT 3DV 156 0 0 17 Aug 2022
Contrastive Knowledge-Augmented Meta-Learning for Few-Shot ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Rakshith Subramanyam Mark Heimann Jayram S. Thathachar Rushil Anirudh Jayaraman J. Thiagarajan CLL 95 4 0 25 Jul 2022
Kernel Relative-prototype Spectral Filtering for Few-shot LearningEuropean Conference on Computer Vision (ECCV), 2022 Tao Zhang Wu Huang 164 15 0 24 Jul 2022
Heuristic-free Optimization of Force-Controlled Robot Search Strategies in Stochastic EnvironmentsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Bastian Alt Darko Katic Rainer Jäkel Michael Beetz 131 6 0 15 Jul 2022
MetaAge: Meta-Learning Personalized Age EstimatorsIEEE Transactions on Image Processing (IEEE TIP), 2022 Wanhua Li Jiwen Lu Abudukelimu Wuerkaixi Jianjiang Feng Jie Zhou 105 13 0 12 Jul 2022
Deep Learning and Symbolic Regression for Discovering Parametric EquationsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Michael Zhang Samuel Kim Peter Y. Lu M. Soljavcić 210 34 0 01 Jul 2022
EEML: Ensemble Embedded Meta-learningWISE (WISE), 2022 Geng Li Boyuan Ren Hongzhi Wang FedML 156 2 0 18 Jun 2022
Self-Adaptive Label Augmentation for Semi-supervised Few-shot Classification Xueliang Wang Jianyu Cai Shuiwang Ji Houqiang Li Feng Wu Jie Wang 96 0 0 16 Jun 2022
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classificationNeural Information Processing Systems (NeurIPS), 2022 Adrian El Baz Ihsan Ullah Edesio Alcobaça André C. P. L. F. de Carvalho Hong Chen ... Ekrem Öztürk J. V. Rijn Haozhe Sun Xin Wang Wenwu Zhu 168 13 0 15 Jun 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta LearningInternational Conference on Machine Learning (ICML), 2022 Momin Abbas Quan-Wu Xiao Lisha Chen Pin-Yu Chen Tianyi Chen 393 97 0 08 Jun 2022
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learningComputer Vision and Pattern Recognition (CVPR), 2022 Arnav Chavan Rishabh Tiwari Udbhav Bamba D. K. Gupta 150 6 0 03 Jun 2022
FHIST: A Benchmark for Few-shot Classification of Histological Images Fereshteh Shakeri Malik Boudiaf S. Mohammadi Ivaxi Sheth Mohammad Havaei Ismail Ben Ayed Samira Ebrahimi Kahou OOD VLM 165 28 0 31 May 2022
HyperMAML: Few-Shot Adaptation of Deep Models with HypernetworksNeurocomputing (Neurocomputing), 2022 Marcin Przewiȩźlikowski P. Przybysz Jacek Tabor Maciej Ziȩba Przemysław Spurek 342 25 0 31 May 2022
Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective TinnitusIEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2022 Yun Yvonna Li Zhe Liu Lina Yao Molly V. Lucas Jessica J.M.Monaghan Yu Zhang 119 7 0 03 May 2022
Learning Compositional Representations for Effective Low-Shot GeneralizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 177 4 0 17 Apr 2022
Few-shot Learning with Noisy LabelsComputer Vision and Pattern Recognition (CVPR), 2022 Kevin J. Liang Samrudhdhi B. Rangrej Vladan Petrovic Tal Hassner NoLa 223 54 0 12 Apr 2022
Few-Shot Forecasting of Time-Series with Heterogeneous Channels L. Brinkmeyer Rafael Rêgo Drumond Johannes Burchert Lars Schmidt-Thieme AI4TS 179 11 0 07 Apr 2022
Attribute Prototype Network for Any-Shot LearningInternational Journal of Computer Vision (IJCV), 2022 Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 164 43 0 04 Apr 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual RelationsInternational Conference on Learning Representations (ICLR), 2022 Lingjie Mei Jiayuan Mao Ziqi Wang Chuang Gan J. Tenenbaum VLM 169 25 0 30 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance ComparisonACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Tianying Liu Jun Liu Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 243 36 0 27 Mar 2022
Learning to Adapt to Unseen Abnormal Activities under Weak SupervisionAsian Conference on Computer Vision (ACCV), 2022 Jaeyoo Park Junha Kim Bohyung Han OffRL 201 7 0 25 Mar 2022
Multidimensional Belief Quantification for Label-Efficient Meta-LearningComputer Vision and Pattern Recognition (CVPR), 2022 Deepshikha Pandey Qi Yu UQCV 119 14 0 23 Mar 2022
Pre-training to Match for Unified Low-shot Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Fangchao Liu Hongyu Lin Xianpei Han Boxi Cao Le Sun VLM 106 38 0 23 Mar 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory ImitationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ying Zhao Zhiliang Tian Huaxiu Yao Yinhe Zheng Dongkyu Lee Yiping Song Jian Sun Ningyu Zhang 142 21 0 22 Mar 2022
HyperShot: Few-Shot Learning by Kernel HyperNetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Marcin Sendera Marcin Przewiȩźlikowski Konrad Karanowski Maciej Ziȩba Jacek Tabor Przemysław Spurek VLM 206 36 0 21 Mar 2022
Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2022 Haoxiang Wang Yite Wang Tian Ding Yue Liu 166 38 0 17 Mar 2022
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning Yuqian Fu Yu Xie Yanwei Fu Yue Yu Yu-Gang Jiang 163 28 0 15 Mar 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 267 241 0 07 Mar 2022
A Modern Self-Referential Weight Matrix That Learns to Modify ItselfInternational Conference on Machine Learning (ICML), 2022 Kazuki Irie Imanol Schlag Róbert Csordás Jürgen Schmidhuber 142 38 0 11 Feb 2022
Meta-Reinforcement Learning with Self-Modifying NetworksNeural Information Processing Systems (NeurIPS), 2022 Mathieu Chalvidal Thomas Serre Rufin VanRullen KELM 187 7 0 04 Feb 2022