Low-shot Visual Recognition by Shrinking and Hallucinating Features Jun 9, 2016 BIG-bench Machine Learning Few-Shot Image Classification
Code Code Available 5 MaxUp: A Simple Way to Improve Generalization of Neural Network Training Feb 20, 2020 Few-Shot Image Classification General Classification
Code Code Available 5 MergedNET: A simple approach for one-shot learning in siamese networks based on similarity layers Oct 14, 2022 Few-Shot Image Classification Fine-Grained Image Classification
Code Code Available 5 Meta-Curvature Feb 9, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 MetaFun: Meta-Learning with Iterative Functional Updates Dec 5, 2019 Decoder Few-Shot Image Classification
Code Code Available 5 MetaKernel: Learning Variational Random Features with Limited Labels May 8, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Meta-learning algorithms for Few-Shot Computer Vision Sep 30, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Meta-Learning Initializations for Image Segmentation Dec 13, 2019 Bayesian Optimization Few-Shot Image Classification
Code Code Available 5 Meta-Learning Probabilistic Inference For Prediction May 24, 2018 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Meta-Learning without Memorization Dec 9, 2019 Few-Shot Image Classification image-classification
Code Code Available 5 Multidimensional Belief Quantification for Label-Efficient Meta-Learning Mar 23, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Multi-Level Correlation Network For Few-Shot Image Classification Dec 4, 2024 Few-Shot Image Classification image-classification
Code Code Available 5 Multi-level Metric Learning for Few-shot Image Recognition Mar 21, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Multi-level Second-order Few-shot Learning Jan 15, 2022 Action Recognition Few-Shot action recognition
Code Code Available 5 Simultaneous Perturbation Method for Multi-Task Weight Optimization in One-Shot Meta-Learning Oct 25, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Neural TMDlayer: Modeling Instantaneous flow of features via SDE Generators Aug 19, 2021 Data Augmentation Few-Shot Image Classification
Code Code Available 5 On the Efficacy of Differentially Private Few-shot Image Classification Feb 2, 2023 Federated Learning Few-Shot Image Classification
Code Code Available 5 PRE: Vision-Language Prompt Learning with Reparameterization Encoder Sep 14, 2023 Few-Shot Image Classification Prompt Engineering
Code Code Available 5 Privacy Enhancement for Cloud-Based Few-Shot Learning May 10, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 RAFIC: Retrieval-Augmented Few-shot Image Classification Dec 11, 2023 Classification Few-Shot Image Classification
Code Code Available 5 Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning Mar 28, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks Nov 30, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Adversarially Robust Few-Shot Learning: A Meta-Learning Approach Oct 2, 2019 Classification Few-Shot Image Classification
Code Code Available 5 Self-Supervised Learning For Few-Shot Image Classification Nov 14, 2019 Classification Cross-Domain Few-Shot
Code Code Available 5 SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification Nov 28, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 