A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).

The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021

The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch

Source code for Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks. Hadi Amiri, Timothy A. Miller, Guergana Savova. EMNLP 2017.

PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22

Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"

Continual Learning tutorials and demo running on Google Colaboratory.

Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

PyCIL: A Python Toolbox for Class-Incremental Learning

Code release for NeurIPS 2020 paper "Co-Tuning for Transfer Learning"