byeolyi

byeolyi's Stars

• anushkayadav/Denoising_cifar10

  Contains implementation of denoising algorithms.

  Language:Jupyter Notebook91

• chenjie/PyTorch-CIFAR-10-autoencoder

  This is a reimplementation of the blog post "Building Autoencoders in Keras". Instead of using MNIST, this project uses CIFAR10.

  Language:Python7016

• NervanaSystems/ModelZoo

  neon model zoo

  Language:Python17668

• kaixin96/PANet

  Code for our ICCV 2019 paper PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment

  Language:Python32064

• Xiangyi1996/PPNet-PyTorch

  Language:Python12320

• kazuto1011/grad-cam-pytorch

  PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

  Language:Python787174

• Yang-Bob/PMMs

  Prototype Mixture Models for Few-shot Semantic Segmentation

  Language:Python16327

• jacobgil/pytorch-grad-cam

  Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

  Language:Python10.5k1.6k

• xiaomengyc/Few-Shot-Semantic-Segmentation-Papers

  Few Shot Semantic Segmentation Papers

  844100

• johncai117/Meta-Fine-Tuning

  [CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.

  Language:Python413

• Alibaba-AAIG/SSL-FEW-SHOT

  SSL-FEW-SHOT

  Language:Python17137

• cvl-umass/fsl-ssl

  Code for "When Does Self-supervision Improve Few-shot Learning?" @ ECCV 2020

  Language:Python356

• AntreasAntoniou/FewShotContinualLearning

  The original code for the paper "Benchmarks for Continual Few-Shot Learning".

  Language:Python345

• OpenXAIProject/TAEML

  An official code of TAEML (Task-Adaptive Ensemble of Meta-Learners)

  Language:Jupyter Notebook136

• chrysts/dsn_fewshot

  Language:Python9019

• iskandr/fancyimpute

  Multivariate imputation and matrix completion algorithms implemented in Python

  Language:Python1.3k178

• IBM/cdfsl-benchmark

  (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System

  Language:Python22347

• haebeom-lee/metadrop

  Tensorflow implementation of "Meta Dropout: Learning to Perturb Latent Features for Generalization" (ICLR 2020)

  Language:Python275

• hytseng0509/CrossDomainFewShot

  Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

  Language:Python32962

• yaoyao-liu/few-shot-classification-leaderboard

  Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

  Language:HTML38674

• yaoyao-liu/meta-transfer-learning

  TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

  Language:Python747149

• gidariss/FewShotWithoutForgetting

  Language:Python518110

• polixir/algo-SSL

  algorithm and experiment code of self-compacting softmax loss for the novelty-prepared few-shot classification

  Language:Python81

• indy-lab/ProtoTransfer

  Official code for the paper "Self-Supervised Prototypical Transfer Learning for Few-Shot Classification"

  Language:Python518

• wyharveychen/CloserLookFewShot

  source code to ICLR'19, 'A Closer Look at Few-shot Classification'

  Language:Python1.1k268

• xinzheli1217/learning-to-self-train

  Learning to Self-Train for Semi-Supervised Few-Shot

  Language:Python9311