liulu112601 / URT
ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification
☆104Updated 3 years ago
Alternatives and similar repositories for URT:
Users that are interested in URT are comparing it to the libraries listed below
- This repository contains the code for Instance Credibility Inference (ICI).☆83Updated 3 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆96Updated last year
- ☆113Updated 4 years ago
- ☆90Updated 2 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆148Updated 3 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆137Updated 5 years ago
- LaSO: Label-Set Operations networks for multi-label few-shot learning - official implementation☆86Updated 10 months ago
- Laplacian Regularized Few Shot Learning☆81Updated 2 years ago
- Adaptive Cross-Modal Few-shot learning OSS code. This is a ServiceNow Research project that was started at Element AI.☆65Updated 2 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆104Updated 4 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆119Updated last year
- [CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning☆103Updated 3 years ago
- Pytorch Implementation of CVPR19 "Few-shot Learning via Saliency-guided Hallucination of Samples"☆32Updated 5 years ago
- [CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.☆41Updated 2 years ago
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 3 years ago
- ☆132Updated 3 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆131Updated 11 months ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆116Updated last year
- Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)☆59Updated last year
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆212Updated 4 years ago
- The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)☆147Updated 4 years ago
- Tools for generating tieredImageNet dataset and processing batches☆76Updated 4 years ago
- [AAAI-2020, Oral] Diversity Transfer Network for Few-Shot Learning☆61Updated 4 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆146Updated 3 years ago
- This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113☆57Updated last year
- Few-Shot Learning with Global Class Representations☆74Updated 2 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆49Updated 2 years ago
- Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)☆80Updated last year
- A PyTorch implementation of "Image Deformation Meta-Networks for One-Shot Learning"(CVPR 2019 Oral).☆50Updated 4 years ago
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆193Updated last year