arjish / PreTrainedFullLibrary_FewShot
Codes for "Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier"
☆30Updated 3 years ago
Alternatives and similar repositories for PreTrainedFullLibrary_FewShot:
Users that are interested in PreTrainedFullLibrary_FewShot are comparing it to the libraries listed below
- Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".☆32Updated 3 years ago
- ☆26Updated 3 years ago
- ☆24Updated 3 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆48Updated 2 years ago
- ☆35Updated 4 years ago
- Official Repository for the paper "Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction" ICML 2021☆13Updated 3 years ago
- PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Gene…☆91Updated 3 years ago
- Code for Class Anchor Clustering loss for training a distance-based open set classifier☆70Updated 2 years ago
- Un-offical PyTorch Implementation of "Class-Balanced Distillation for Long-Tailed Visual Recognition" paper.☆17Updated 3 years ago
- Code for "Associative alignment for few-shot image classification"- ECCV'2020.☆20Updated 4 years ago
- Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'☆39Updated 2 years ago
- accepted at ICCV 2021☆21Updated 2 months ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 2 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated last year
- Official code for the ECCV 2022 paper "Contrastive Vicinal Space for Unsupervised Domain Adaptation"☆18Updated 2 years ago
- Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ba…☆45Updated last year
- ☆37Updated 3 years ago
- The code for "SCL: Self-supervised contrastive learning for few-shot image classification"☆13Updated 6 months ago
- Few-shot learning with mislabeled support samples☆41Updated 2 years ago
- Code for the AAAI 2021 paper "Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition".☆10Updated 2 years ago
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆68Updated 4 years ago
- "Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Kh…☆37Updated 2 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 3 years ago
- Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)☆64Updated 3 years ago
- ☆59Updated 3 years ago
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆36Updated 2 years ago
- ☆12Updated 4 years ago
- Laplacian Regularized Few Shot Learning☆82Updated 2 years ago
- Metal Surface Defect for Few-shot Classification Using Graph Embedding and Optimal Transport(IEEE TIM)☆15Updated 2 years ago
- ☆114Updated 4 years ago