ebennequin / few-shot-open-setLinks
Implementation of Open-Set Likelihood Maximization for Few-Shot Learning
☆41Updated 2 years ago
Alternatives and similar repositories for few-shot-open-set
Users that are interested in few-shot-open-set are comparing it to the libraries listed below
Sorting:
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆139Updated last year
- ☆38Updated 5 years ago
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆117Updated last year
- [TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition☆182Updated 2 years ago
- Official implementation of PCS in essay "Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation"☆107Updated 4 years ago
- ☆61Updated last year
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆70Updated 2 years ago
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆65Updated 2 years ago
- [ICML 2023] A Closer Look at Few-shot Classification Again☆59Updated 2 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆48Updated 2 years ago
- (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks☆126Updated 2 years ago
- Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data☆69Updated 4 months ago
- Code for Class Anchor Clustering loss for training a distance-based open set classifier☆75Updated 2 years ago
- accepted at ICCV 2021☆21Updated 8 months ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 2 years ago
- ICCV2021 - training a post-hoc lightweight GAN-discriminator for open-set recognition☆140Updated 3 years ago
- Code for CVPR 2022 paper “Class-Aware Contrastive Semi-Supervised Learning”☆99Updated 2 years ago
- Code for "Matching feature sets for few-shot image classification"-CVPR'2022.☆39Updated 2 years ago
- ☆17Updated 3 years ago
- ☆61Updated 2 years ago
- ☆40Updated 4 years ago
- The Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).☆184Updated last year
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆93Updated 4 years ago
- [ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization☆53Updated last year
- ☆58Updated 3 years ago
- ☆24Updated 4 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Updated 3 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆113Updated 2 years ago
- Code Release for “Balanced Contrastive Learning for Long-Tailed Visual Recognition”☆113Updated 2 years ago
- Few-shot learning with mislabeled support samples☆44Updated 2 years ago