bl0 / negative-margin.few-shot
PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”
☆149Updated 4 years ago
Alternatives and similar repositories for negative-margin.few-shot:
Users that are interested in negative-margin.few-shot are comparing it to the libraries listed below
- Boosting Few-Shot Visual Learning with Self-Supervision☆137Updated 5 years ago
- ☆132Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆226Updated 4 years ago
- This repository contains the code for Instance Credibility Inference (ICI).☆83Updated 3 years ago
- ☆90Updated 2 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆339Updated 4 years ago
- ☆114Updated 4 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Updated 3 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆119Updated last year
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆196Updated last year
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆104Updated 4 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆104Updated 3 years ago
- Pytorch implementation of Meta-Learned Confidence for Few-shot Learning☆71Updated 4 years ago
- [NeurIPS 2020] Released code for Interventional Few-Shot Learning☆166Updated 3 years ago
- Tools for generating tieredImageNet dataset and processing batches☆76Updated 4 years ago
- Learning to Self-Train for Semi-Supervised Few-Shot☆93Updated 2 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
- Few shot learning☆155Updated 3 years ago
- ☆369Updated 4 years ago
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆212Updated 4 years ago
- Laplacian Regularized Few Shot Learning☆82Updated 2 years ago
- [AAAI-2020, Oral] Diversity Transfer Network for Few-Shot Learning☆62Updated 4 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Updated 2 years ago
- SSL-FEW-SHOT☆171Updated 5 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆117Updated last year
- [CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.☆41Updated 2 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆96Updated last year
- Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…☆160Updated 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
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆422Updated 4 years ago