conftrace_

few-shot classification

90 papers

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Also known as

FSC

Co-occurring keywords

few-shot learning (3398) representation learning (6206) metric learning (1190) image classification (1944) transfer learning (5449) domain adaptation (4595) vision-language model (2348) data augmentation (3052) knowledge distillation (3725) zero-shot learning (3650)

Papers

Few-Shot Open-Set Recognition Using Meta-Learning CVPR 2020
Learning to Select Base Classes for Few-Shot Classification CVPR 2020
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks EMNLP 2020
Shaping Visual Representations with Language for Few-Shot Classification ACL 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
MetaFun: Meta-Learning with Iterative Functional Updates ICML 2020
DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020
Learning rich touch representations through cross-modal self-supervision CORL 2020
Temporal Cycle-Consistency Learning CVPR 2019
Out-of-Domain Detection for Low-Resource Text Classification Tasks IJCNLP 2019
Learning to Self-Train for Semi-Supervised Few-Shot Classification NIPS 2019
Zero-shot Learning of Classifiers from Natural Language Quantification ACL 2018
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML 2018
Low-Shot Learning With Imprinted Weights CVPR 2018
Low-Shot Learning From Imaginary Data CVPR 2018