daooshee / Few-Shot-Learning

Related projects ⓘ

Alternatives and complementary repositories for Few-Shot-Learning

• chrysts / dsn_fewshot
  ☆90Updated 2 years ago
• valeoai / BF3S
  Boosting Few-Shot Visual Learning with Self-Supervision
  ☆136Updated 4 years ago
• yaoyao-liu / tiered-imagenet-tools
  Tools for generating tieredImageNet dataset and processing batches
  ☆76Updated 3 years ago
• mileyan / simple_shot
  ☆130Updated 3 years ago
• bl0 / negative-margin.few-shot
  PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”
  ☆148Updated 3 years ago
• johncai117 / Meta-Fine-Tuning
  [CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.
  ☆41Updated last year
• IBM / cdfsl-benchmark
  (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System
  ☆224Updated 4 years ago
• imtiazziko / LaplacianShot
  Laplacian Regularized Few Shot Learning
  ☆81Updated 2 years ago
• yue-zhongqi / ifsl
  [NeurIPS 2020] Released code for Interventional Few-Shot Learning
  ☆165Updated 3 years ago
• csyanbin / TPN-pytorch
  Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.
  ☆175Updated 3 years ago
• Yikai-Wang / ICI-FSL
  This repository contains the code for Instance Credibility Inference (ICI).
  ☆82Updated 3 years ago
• Bryce1010 / Awesome-Few-shot
  Awesome Few-shot learning
  ☆54Updated 4 years ago
• blue-blue272 / fewshot-CAN
  Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).
  ☆208Updated 4 years ago
• mboudiaf / TIM
  (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
  ☆119Updated last year
• nupurkmr9 / S2M2_fewshot
  ☆112Updated 3 years ago
• WangYueFt / rfs
  ☆367Updated 3 years ago
• yhu01 / PT-MAP
  Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'
  ☆211Updated last year
• cambridge-mlg / cnaps
  Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…
  ☆159Updated 3 years ago
• xinzheli1217 / learning-to-self-train
  Learning to Self-Train for Semi-Supervised Few-Shot
  ☆93Updated last year
• ServiceNow / TADAM
  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
• Sha-Lab / FEAT
  The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
  ☆419Updated 4 years ago
• johnnyasd12 / awesome-few-shot-meta-learning
  awesome few shot / meta learning papers
  ☆51Updated 3 years ago
• hytseng0509 / CrossDomainFewShot
  Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
  ☆330Updated 4 years ago
• seongmin-kye / MCT
  Pytorch implementation of Meta-Learned Confidence for Few-shot Learning
  ☆71Updated 3 years ago
• Alibaba-AAIG / SSL-FEW-SHOT
  SSL-FEW-SHOT
  ☆171Updated 4 years ago
• tiangeluo / fsl-hierarchy
  Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy
  ☆33Updated 4 years ago
• brjathu / SKD
  SKD : Self-supervised Knowledge Distillation for Few-shot Learning
  ☆95Updated last year
• dvornikita / fewshot_ensemble
  Ensembles of CNNs for few-shot image classification
  ☆53Updated 3 years ago
• ServiceNow / am3
  Adaptive Cross-Modal Few-shot learning OSS code. This is a ServiceNow Research project that was started at Element AI.
  ☆65Updated 2 years ago
• indy-lab / ProtoTransfer
  Official code for the paper "Self-Supervised Prototypical Transfer Learning for Few-Shot Classification"
  ☆51Updated 3 years ago