WilliamYi96 / Awesome-Zero-Shot-LearningLinks
Latest progresses (papers & datasets) of zero-shot learning.
☆83Updated 3 years ago
Alternatives and similar repositories for Awesome-Zero-Shot-Learning
Users that are interested in Awesome-Zero-Shot-Learning are comparing it to the libraries listed below
Sorting:
- PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.☆122Updated 2 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Updated 2 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆112Updated 2 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆122Updated 2 years ago
- [ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOT…☆130Updated 4 years ago
- [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond☆137Updated 2 years ago
- Few-shot learning with mislabeled support samples☆44Updated 2 years ago
- This is a PyTorch implementation of the paper "Attribute Prototype Network for Zero-Shot Learning".☆72Updated 2 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 2 years ago
- Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning☆101Updated 4 years ago
- Official code for "Towards Recognizing Unseen Categories in Unseen Domains"☆64Updated 2 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆136Updated last year
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆152Updated 3 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆148Updated 3 years ago
- [ICCV2021] Official Pytorch implementation for SDGZSL (Semantics Disentangling for Generalized Zero-Shot Learning)☆38Updated 3 years ago
- [NeurIPS 2020] Released code for Interventional Few-Shot Learning☆169Updated 4 years ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆128Updated 3 months ago
- Meta-Learning for Generalized Zero-Shot Learning☆27Updated 5 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 4 years ago
- Official PyTorch Implementation of MSDN (CVPR'22)☆52Updated 2 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆105Updated 4 years ago
- ☆115Updated 4 years ago
- [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”☆99Updated 2 years ago
- A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification☆60Updated 2 years ago
- This repository contains the code for the paper On Episodes, Prototypical Networks, and Few-shot Learning☆34Updated 3 years ago
- ☆61Updated 3 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆230Updated 4 years ago
- "Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Kh…☆38Updated 2 years ago
- Papers about long-tailed tasks☆89Updated 2 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆61Updated last year