baiksung / MeTALLinks
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
☆65Updated 3 years ago
Alternatives and similar repositories for MeTAL
Users that are interested in MeTAL are comparing it to the libraries listed below
Sorting:
- Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"☆83Updated 3 years ago
- PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"☆44Updated last year
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 2 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆120Updated 3 years ago
- ☆115Updated 4 years ago
- ☆58Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆119Updated 2 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆230Updated 4 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆136Updated last year
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆343Updated 5 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 4 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆48Updated 2 years ago
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆69Updated 2 years ago
- Pytorch Implemtation of Meta-Learning with Latent Embedding Optimization☆48Updated 5 years ago
- Tools for generating tieredImageNet dataset and processing batches☆78Updated 4 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆112Updated 2 years ago
- ☆91Updated 3 years ago
- ☆40Updated 3 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆242Updated 4 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆98Updated last year
- Code for "When Does Self-supervision Improve Few-shot Learning?" @ ECCV 2020☆35Updated 4 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆105Updated 4 years ago
- A pytorch implementation of "Domain-Adaptive Few-Shot Learning"☆146Updated 5 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆427Updated 5 years ago
- ☆69Updated 5 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆151Updated 4 years ago
- ☆11Updated 3 years ago
- A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification☆59Updated 2 years ago
- Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…☆160Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆138Updated 5 years ago