ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition Apr 8, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available Universal Representation Learning from Multiple Domains for Few-shot Classification Mar 25, 2021 Classification Few-Shot Image Classification
Code Code Available Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning Mar 1, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available MetaDelta: A Meta-Learning System for Few-shot Image Classification Feb 22, 2021 Classification Decoder
Code Code Available Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network Feb 9, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available Sill-Net: Feature Augmentation with Separated Illumination Representation Feb 6, 2021 Few-Shot Image Classification Image Classification
Code Code Available Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition Jan 8, 2021 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier Jan 3, 2021 Classification Cross-Domain Few-Shot
Code Code Available Constellation Nets for Few-Shot Learning Jan 1, 2021 Clustering Few-Shot Image Classification
Code Code Available Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks Dec 13, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Few-Shot Classification with Feature Map Reconstruction Networks Dec 2, 2020 Classification Cross-Domain Few-Shot
Code Code Available Match Them Up: Visually Explainable Few-shot Image Classification Nov 25, 2020 Classification Few-Shot Image Classification
Code Code Available Mixture-based Feature Space Learning for Few-shot Image Classification Nov 24, 2020 Clustering Few-Shot Image Classification
Code Code Available Region Comparison Network for Interpretable Few-shot Image Classification Sep 8, 2020 Classification Few-Shot Image Classification
Code Code Available GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning Sep 4, 2020 Classification Clustering
Code Code Available Transductive Information Maximization For Few-Shot Learning Aug 25, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Jul 9, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Laplacian Regularized Few-Shot Learning Jun 29, 2020 Clustering Few-Shot Image Classification
Code Code Available Laplacian Regularized Few-Shot Learning Jun 28, 2020 Clustering Few-Shot Image Classification
Code Code Available A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available Self-supervised Knowledge Distillation for Few-shot Learning Jun 17, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Leveraging the Feature Distribution in Transfer-based Few-Shot Learning Jun 6, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Adaptive Subspaces for Few-Shot Learning Jun 1, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available Attentive Weights Generation for Few Shot Learning via Information Maximization Jun 1, 2020 Classification Few-Shot Image Classification
Code Code Available ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification May 28, 2020 Few-Shot Image Classification Fine-Grained Image Recognition
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