lantao1234's repositories
Awesome-Diffusion-Model-Based-Image-Editing-Methods
Diffusion Model-Based Image Editing: A Survey (arXiv)
ColossalAI
Colossal-AI: A Unified Deep Learning System for Big Model Era
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
gluon-cv
Gluon CV Toolkit
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
wsm_project_cord19
without index
Best-Incremental-Learning
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
Awesome-Incremental-Learning
Awesome Incremental Learning
continual-learning-papers
Continual Learning papers list, curated by ContinualAI
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
FACIL
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
online-continual-learning
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).
Awesome-Meta-Learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
fscil
Official repository for Few-Shot Class-Incremental Learning (FSCIL)