Open-source alternatives to Hat

Implementation for the paper "Adversarial Continual Learning" in PyTorch.

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

Continuum Learning with GEM: Gradient Episodic Memory

Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

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

Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan and Chu-Song Chen. "Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning" 2019 ACM on International Conference on Multimedia Retrieval

This repository is the official implementation of

This repository is the official implementation of Multi-Head Model for Continual Learning via Out-of-Distribution Replay (MORE)

PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017

Repository for the Learning without Forgetting paper, ECCV 2016

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

Memory Aware Synapses method implementation code

Tensorflow and Theano Lasagne codes for the paper https://arxiv.org/abs/1611.07725

A Neuromodulated Meta-Learning algorithm

Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks

PyContinual (An Easy and Extendible Framework for Continual Learning)