Meta-Transfer Learning for Few-Shot Learning

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Meta-Transfer Learning for Few-Shot Learning

6 December 2018

Bernt Schiele

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Papers citing "Meta-Transfer Learning for Few-Shot Learning"

19 / 419 papers shown

Title
Cross Attention Network for Few-shot ClassificationNeural Information Processing Systems (NeurIPS), 2019 Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 406 738 0 17 Oct 2019
Meta-Transfer Learning through Hard TasksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele 173 118 0 07 Oct 2019
Revisiting Fine-tuning for Few-shot Learning Akihiro Nakamura Tatsuya Harada 256 62 0 01 Oct 2019
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and PromisesAdvances in Intelligent Systems and Computing (AISC), 2019 F. Mohammadi M. Amini H. Arabnia OffRL 123 24 0 26 Aug 2019
Low-Resource Name Tagging Learned with Weakly Labeled DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Yixin Cao Zikun Hu Tat-Seng Chua Zhiyuan Liu Heng Ji NoLa 133 82 0 26 Aug 2019
Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention Hafeez Anwar Saeed Anwar S. Zambanini Fatih Porikli 125 7 0 26 Aug 2019
Few-shot Text Classification with Distributional SignaturesInternational Conference on Learning Representations (ICLR), 2019 Yujia Bao Menghua Wu Shiyu Chang Regina Barzilay 264 179 0 16 Aug 2019
Revisiting Metric Learning for Few-Shot Image Classification Xiaomeng Li Lequan Yu Chi-Wing Fu Meng Fang Pheng-Ann Heng VLM 158 103 0 06 Jul 2019
Zero-Shot Image Classification Using Coupled Dictionary EmbeddingMachine Learning with Applications (MLWA), 2019 Mohammad Rostami Soheil Kolouri Zak Murez Yuri Owekcho Eric Eaton Kuyngnam Kim VLM 147 16 0 10 Jun 2019
Learning Adaptive Classifiers Synthesis for Generalized Few-Shot LearningInternational Journal of Computer Vision (IJCV), 2019 Han-Jia Ye Hexiang Hu De-Chuan Zhan 221 63 0 07 Jun 2019
Learning to Self-Train for Semi-Supervised Few-Shot ClassificationNeural Information Processing Systems (NeurIPS), 2019 Xinzhe Li Qianru Sun Yaoyao Liu Shibao Zheng Qin Zhou Tat-Seng Chua Bernt Schiele SSL 177 295 0 03 Jun 2019
Few-Shot Learning with Embedded Class Models and Shot-Free Meta TrainingIEEE International Conference on Computer Vision (ICCV), 2019 Avinash Ravichandran Rahul Bhotika Stefano Soatto 158 183 0 10 May 2019
A Novel BiLevel Paradigm for Image-to-Image Translation Liqian Ma Qianru Sun Bernt Schiele Luc Van Gool 188 5 0 18 Apr 2019
An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning Yaoyao Liu Bernt Schiele Qianru Sun BDL 306 134 0 17 Apr 2019
Hyperbolic Image Embeddings Valentin Khrulkov L. Mirvakhabova E. Ustinova Ivan Oseledets Victor Lempitsky 234 347 0 03 Apr 2019
Image Generation From Small Datasets via Batch Statistics Adaptation Atsuhiro Noguchi Tatsuya Harada 272 208 0 03 Apr 2019
Prior-Knowledge and Attention-based Meta-Learning for Few-Shot Learning Yunxiao Qin Weiguo Zhang Chenxu Zhao Zezheng Wang Xiangyu Zhu Guojun Qi Jingping Shi Zhen Lei 214 29 0 11 Dec 2018
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 226 95 0 28 Nov 2018
RelationNet2: Deep Comparison Columns for Few-Shot Learning Xueting Zhang Yuting Qiang Flood Sung Yongxin Yang Timothy M. Hospedales 101 18 0 17 Nov 2018