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Lifelong learning

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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/riveSunder/harli_learning

Meta-Learning through Hebbian Plasticity in Random Networks

https://github.com/sahanbull/context-agnostic-engagement

Towards an Integrative Educational Recommender for Lifelong Learners

https://github.com/sebamenabar/oaml-jax

Learning to Continually Learn

https://github.com/securefederatedai/openfl

Overcoming Forgetting in Federated Learning on Non-IID Data

https://github.com/shawnbeaulieu/ANML

Learning to Continually Learn

https://github.com/sheqi/Continual_Learning_CV

OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning

https://github.com/srvCodes/continual-learning-benchmark

Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting

https://github.com/trishullab/houdini

HOUDINI: Lifelong Learning as Program Synthesis

https://github.com/uber-research/backpropamine

Differentiable plasticity: training plastic neural networks with backpropagation

https://github.com/uber-research/differentiable-plasticity

Differentiable plasticity: training plastic neural networks with backpropagation

https://github.com/wannabeOG/ExpertNet-Pytorch

Expert Gate: Lifelong Learning with a Network of Experts

https://github.com/wannabeOG/MAS-PyTorch

Memory Aware Synapses: Learning what (not) to forget

https://github.com/wutong8023/Lifelong_Relation_Detection_with_Meta_Learning

Sentence Embedding Alignment for Lifelong Relation Extraction

https://github.com/yashchandak/lifelong_changing_actions

Lifelong Learning with a Changing Action Set

https://github.com/yifyang/LifelongLearningDiseaseDiagnosis

Lifelong Learning based Disease Diagnosis on Clinical Notes

https://github.com/yunhuiguo/MEGA

Improved Schemes for Episodic Memory-based Lifelong Learning

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.