mandyCheen

mandyCheen's Stars

• Asichurter/APISeqFewShot

  FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for Unknown Family Recognition with Multi-Prototype Modeling" paper.

  Language:Python141

• k-r-allen/imp

  infinite mixture prototypes for few-shot learning

  Language:Python495

• wenjiaXu/APN-ZSL

  This is a PyTorch implementation of the paper "Attribute Prototype Network for Zero-Shot Learning".

  Language:Python698

• jakesnell/prototypical-networks

  Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

  Language:Python1.1k252

• orobix/Prototypical-Networks-for-Few-shot-Learning-PyTorch

  Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

  Language:Python976210

• sicara/easy-few-shot-learning

  Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

  Language:Python1k140

• linzhiqiu/cross_modal_adaptation

  Cross-modal few-shot adaptation with CLIP

  Language:Python30534

• openai/CLIP

  CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

  Language:Jupyter Notebook24.8k3.2k

• Duan-JM/awesome-papers-fewshot

  Collection for Few-shot Learning

  Language:TeX966134

• salesforce/PCL

  PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

  Language:Python56283

• KevinMusgrave/pytorch-metric-learning

  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

  Language:Python6k657

• tata1661/FSL-Mate

  FSL-Mate: A collection of resources for few-shot learning (FSL).

  Language:Python1.7k290

• sudharsan13296/Hands-On-Meta-Learning-With-Python

  Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

  Language:Jupyter Notebook1.2k361

• sudharsan13296/Awesome-Meta-Learning

  A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

  1.5k299

• Asichurter/MalFusionFSL

  Few-Shot malware classification using fused features of static analysis and dynamic analysis （基于静态+动态分析的混合特征的小样本恶意代码分类框架）

  Language:Python262