yaoyao-liu / tiered-imagenet-tools
Tools for generating tieredImageNet dataset and processing batches
☆76Updated 4 years ago
Alternatives and similar repositories for tiered-imagenet-tools:
Users that are interested in tiered-imagenet-tools are comparing it to the libraries listed below
- ☆90Updated 2 years ago
- ☆114Updated 4 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆117Updated last year
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆149Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆226Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆137Updated 5 years ago
- ☆132Updated 3 years ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆106Updated 2 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 4 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆104Updated 3 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆119Updated last year
- Ensembles of CNNs for few-shot image classification☆53Updated 4 years ago
- ☆369Updated 4 years ago
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆96Updated last year
- This repository contains the code for Instance Credibility Inference (ICI).☆83Updated 3 years ago
- A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification☆59Updated 2 years ago
- Pytorch implementation of Meta-Learned Confidence for Few-shot Learning☆71Updated 4 years ago
- [CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.☆41Updated 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
- SSL-FEW-SHOT☆171Updated 5 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆104Updated 4 years ago
- This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020☆161Updated 3 years ago
- Pytorch Implemtation of Meta-Learning with Latent Embedding Optimization☆47Updated 4 years ago
- Pytorch Implementation of CVPR19 "Few-shot Learning via Saliency-guided Hallucination of Samples"☆33Updated 5 years ago
- Laplacian Regularized Few Shot Learning☆82Updated 2 years ago
- ☆69Updated 5 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆133Updated last year
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆119Updated 4 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆423Updated 4 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 3 years ago