corwinliu9669 / Learning-a-Few-shot-Embedding-Model-with-Contrastive-Learning

Related projects: ⓘ

• zhangbq-research / Prototype_Completion_for_FSL
  ☆53Updated 2 years ago
• yassouali / SCL
  Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).
  ☆48Updated last year
• Yikai-Wang / ICI-FSL
  This repository contains the code for Instance Credibility Inference (ICI).
  ☆82Updated 3 years ago
• nupurkmr9 / S2M2_fewshot
  ☆112Updated 3 years ago
• ljjcoder / CSEI
  Learning Intact Features by Erasing-Inpainting for Few-shot Classification
  ☆18Updated 2 years ago
• VICO-UoE / URL
  Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…
  ☆125Updated 6 months ago
• Frankluox / Channel_Importance_FSL
  [ICML 2022] Channel Importance Matters in Few-shot Image Classification
  ☆55Updated last year
• chmxu / Dynamic-Meta-filter
  ☆25Updated 3 years ago
• lovelyqian / Meta-FDMixup
  Repository for the paper : Meta-FDMixup: Cross-Domain Few-Shot Learning Guided byLabeled Target Data
  ☆65Updated 6 months ago
• liulu112601 / URT
  ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification
  ☆103Updated 3 years ago
• LouieYang / MCL
  Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)
  ☆50Updated 2 years ago
• MichalisLazarou / iLPC
  accepted at ICCV 2021
  ☆20Updated 10 months ago
• Tsingularity / FRN
  (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks
  ☆108Updated last year
• StomachCold / HCTransformers
  ☆55Updated 2 months ago
• Haoqing-Wang / CDFSL-ATA
  [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
  ☆59Updated last year
• Frankluox / LightningFSL
  LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.
  ☆106Updated last year
• zhengzangw / PCS-FUDA
  Official implementation of PCS in essay "Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation"
  ☆98Updated 3 years ago
• chrysts / dsn_fewshot
  ☆89Updated 2 years ago
• vickyFox / TRPN
  ☆14Updated 2 years ago
• mrkshllr / FewTURE
  Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]
  ☆51Updated last year
• zihangJiang / Adaptive-Attention
  ☆29Updated 3 years ago
• MinkiJ / SnaTCHer
  [CVPR 2021] Few-shot Open-set Recognition by Transformation Consistency
  ☆22Updated 3 years ago
• ArmanAfrasiyabi / SetFeat-fs
  Code for "Matching feature sets for few-shot image classification"-CVPR'2022.
  ☆32Updated last year
• xiangyu8 / PT-MAP-sf
  ☆23Updated 2 years ago
• nayeemrizve / invariance-equivariance
  "Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Kh…
  ☆37Updated last year
• JoyHuYY1412 / DDE_CIL
  ☆58Updated 2 years ago
• brjathu / SKD
  SKD : Self-supervised Knowledge Distillation for Few-shot Learning
  ☆94Updated 11 months ago
• asrafulashiq / dynamic-cdfsl
  Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".
  ☆28Updated 2 years ago
• rucmlcv / IEPT_FSL
  ☆33Updated 3 years ago
• Albert0147 / G-SFDA
  code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'
  ☆102Updated 2 years ago