Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

AirLoop: Lifelong Loop Closure Detection

Official Implementation of Remembering for the Right Reasons (ICLR 2021)

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

PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"

No description or website provided.

Life-Disciplines-Projects (LDP) is a life-management framework built within Obsidian. Feel free to transform it for your own personal needs.

Class Normalization for Continual Zero-Shot Learning

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

One Person, One Model, One World: Learning Continual User Representation without Forgetting

A pytorch compatible data loader to create sequence of tasks for Continual Learning

Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019

Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".

AI Physicist, a paradigm with algorithms for learning theories from data, by Wu and Tegmark (2019)

CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"