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
- ☆90Updated 3 years ago
- ☆114Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆137Updated 5 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆96Updated last year
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆149Updated 4 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
- Laplacian Regularized Few Shot Learning☆82Updated 2 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆117Updated 2 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆104Updated 4 years ago
- Pytorch Implementation of CVPR19 "Few-shot Learning via Saliency-guided Hallucination of Samples"☆33Updated 5 years ago
- LaSO: Label-Set Operations networks for multi-label few-shot learning - official implementation☆86Updated last year
- [AAAI-2020, Oral] Diversity Transfer Network for Few-Shot Learning☆62Updated 4 years ago
- Tools for generating tieredImageNet dataset and processing batches☆76Updated 4 years ago
- ☆29Updated 3 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆135Updated last year
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆121Updated last year
- [CVPR 2021 Oral] Code release for "Transferable Semantic Augmentation for Domain Adaptation"☆74Updated 4 years ago
- [CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning☆103Updated 3 years ago
- Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"☆41Updated 3 years ago
- This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113☆57Updated last year
- A PyTorch implementation of "Image Deformation Meta-Networks for One-Shot Learning"(CVPR 2019 Oral).☆50Updated 4 years ago
- Few-Shot Learning with Global Class Representations☆74Updated 2 years ago
- Ensembles of CNNs for few-shot image classification☆53Updated 4 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Updated 2 years ago
- ☆132Updated 4 years ago
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆212Updated 4 years ago
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆196Updated last year
- This repo contains codes for Learning a Few-shot Embedding Model with Contrastive Learning(AAAI2021)☆62Updated 3 years ago
- MoPro: Webly Supervised Learning☆87Updated 4 years ago