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avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

awesome-diffusion-model-based-image-editing-methods

Diffusion Model-Based Image Editing: A Survey (arXiv)

awesome-incremental-learning

Awesome Incremental Learning

awesome-meta-learning

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

awesome-scholarly-productivity

best-incremental-learning

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

continual-learning-papers

Continual Learning papers list, curated by ContinualAI

facil

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

fas_datamanager

fscil

Official repository for Few-Shot Class-Incremental Learning (FSCIL)

gluon-cv

Gluon CV Toolkit

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).

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

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

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

wsm_project_cord19

without index