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Lifelong Learning with Dynamically Expandable Networks, ICLR 2018

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Lifelong/Continual Learning Paper List

Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)

MemVerse: Multimodal Memory for Lifelong Learning Agents

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

Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)

Official implementation of paper on Nature Machine Intelligence: "Preserving and Combining Knowledge in Robotic Lifelong Reinforcement Learning"

This repository is a getting started kit for a lifelong learning system with Obsidian and Anki.

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