Alternatives and similar repositories for semantic-task-sampling:

Users that are interested in semantic-task-sampling are comparing it to the libraries listed below

• ebennequin / FewShotVision
  Code for Master research internship report : https://arxiv.org/abs/1909.13579
  ☆104Updated 2 years ago
• NoAchache / TextBoxGAN
  Generate text boxes from input words with a GAN.
  ☆66Updated 2 years ago
• ebennequin / few-shot-open-set
  Implementation of Open-Set Likelihood Maximization for Few-Shot Learning
  ☆40Updated last year
• CEA-LIST / SCE
  Implementation of "Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning" WACV 2023.
  ☆25Updated last year
• sicara / easy-few-shot-learning
  Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
  ☆1,138Updated 3 months ago
• DanielShalam / BPA
  ☆58Updated 2 months ago
• yhu01 / BMS
  Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'
  ☆39Updated 2 years ago
• Tsingularity / FRN
  (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks
  ☆114Updated last year
• xiangyu8 / PT-MAP-sf
  ☆24Updated 3 years ago
• mayug / BaseTransformers
  This repository contains the pytorch code for our BMVC 2022 paper "BaseTransformers: Attention over base data-points for One Shot Learnin…
  ☆13Updated 11 months ago
• dahyun-kang / renet
  [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification
  ☆116Updated 3 years ago
• Jityan / SCLfewshot
  The code for "SCL: Self-supervised contrastive learning for few-shot image classification"
  ☆12Updated 4 months ago
• AmingWu / SVD-Dictionary-Enhancement
  ☆11Updated 3 years ago
• arjish / PreTrainedFullLibrary_FewShot
  Codes for "Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier"
  ☆29Updated 3 years ago
• peymanbateni / simple-cnaps
  Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…
  ☆116Updated last year
• silvia1993 / HyMOS
  Hyperspherical classification for Multi-source Open-Set domain adaptation
  ☆30Updated 3 years ago
• MichalisLazarou / iLPC
  accepted at ICCV 2021
  ☆21Updated last week
• cvl-umass / fsl-ssl
  Code for "When Does Self-supervision Improve Few-shot Learning?" @ ECCV 2020
  ☆35Updated 3 years ago
• BoLiu-SVCL / meta-open
  ☆35Updated 4 years ago
• yassouali / SCL
  Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).
  ☆49Updated 2 years ago
• CEA-LIST / adv-reid
  Metric Adversarial Attacks and Defense
  ☆18Updated 3 years ago
• ybendou / easy
  This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…
  ☆115Updated 8 months ago
• danganea / iMTFA
  Code accompanying the paper 'Incremental Few-Shot Instance Segmentation'
  ☆73Updated 3 years ago
• CSer-Tang-hao / AGPF-FSFG
  [PR22, Highly Cited Paper] Learning Attention-Guided Pyramidal Features for Few-shot Fine-grained Recognition
  ☆16Updated 2 years ago
• silvia1993 / ROS
  Rotation-based Open Set
  ☆41Updated last year
• Ze-Yang / Efficient-FSOD
  The official implementation of Efficient Few-Shot Object Detection via Knowledge Inheritance (TIP 2022)
  ☆33Updated last year
• xhw205 / Domain-specific-Fewshot-Learning
  Pytorch implementation of the Trans paper "Few-shot Learning for Domain-specific Fine-grained Image Classification"
  ☆26Updated 3 years ago
• LouieYang / MCL
  Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)
  ☆51Updated 2 years ago
• GuChenghs / MCRNet
  Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach
  ☆8Updated 3 years ago
• DarioFontanel / OWR-VisualDomains
  On the Challenges of Open World Recognition under Shifting Visual Domains
  ☆11Updated 3 years ago