ContinualLearning.md · chenp/github_interest

PyTorch implementation of various methods for continual learning
https://github.com/GMvandeVen/continual-learning

A platform for online learning that curtails data latency and saves you cost.
https://github.com/All-less/continuum

Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."
https://github.com/soochan-lee/CN-DPM

Continual-Learning-Benchmark
https://github.com/GT-RIPL/Continual-Learning-Benchmark

Continual Learning for Robotics
https://arxiv.org/abs/1907.00182

Lifelong GAN: Continual Learning for Conditional Image Generation
https://arxiv.org/abs/1907.10107

Learning a Unified Classifier Incrementally via Rebalancing
https://github.com/hshustc/CVPR19_Incremental_Learning

Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning 
https://github.com/SAP-samples/machine-learning-dgm

Official implementation of the paper: Unsupervised learning of action classes with continuous temporal embedding
https://github.com/Annusha/unsup_temp_embed

Code for Semi-Supervised Learning by Augmented Distribution Alignment
https://github.com/qinenergy/adanet

《Active Learning for Deep Detection Neural Networks》
https://arxiv.org/abs/1911.09168

【面向无人驾驶的可扩展主动学习】
https://pan.baidu.com/s/1P9EuDv69sfcUvZka7xg49A

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