lifelong-machine-learning

There are 2 repositories under lifelong-machine-learning topic.

fajieyuan / SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
transfer-learning recommender-system cold-start user profiling recommendation transfer representation-learning lifelong-learning continual-learning collaborative-filtering self-supervised-learning pretraining cross-domain bert bert-model transformer universal universal-representation lifelong-machine-learning
Language:Python 196
ContinualAI / wiki
ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning
wiki lifelong-machine-learning continualai-wiki collaborative-editing resources hub awesome-list continual-learning
48
srvCodes / continual-learning-benchmark
Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.
continual-learning icml-2020 incremental-learning lifelong-machine-learning pytorch tsne
Language:Python 46
NeurAI-Lab / CLS-ER
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
continual-learning deep-learning deep-neural-networks incremental-learning online-continual-learning lifelong-machine-learning brain-inspired
Language:Python 43
fajieyuan / SIGIR2021_Conure
Pre-training and Lifelong learning for User Embedding and Recommender System
lifelong-learning continual-learning transfer-learning user-representation user-profile catastrophic-forgetting lifelong-machine-learning universal-representation self-supervised-learning pre-training general-purpose foundation-model one-for-all universal-recommender
Language:Python 42
fajieyuan / recommendation_transfer_learning_pretraining
Pre-training and Transfer learning papers for recommendation
transfer-learning pretrained-models user-representation user-profiles user-modeling user-models cross-domain-recommendation cold-start transformer bert-model nextitnet self-supervised-learning universal universal-representation lifelong lifelong-learning lifelong-machine-learning lifelong-lear transformers bert
18
fajieyuan / recommendation_dataset_pretraining
DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation
recommendation-system users datasets transfer-learning pretraining cold-start cross-domain lifelong lifelong-machine-learning multi-task-learning user-profiling user-modeling sequential-recommendation session-based-recommendation-system top-n-recommendations
15
fajieyuan / pretrain_recommend_transfer
迁移学习，预训练，表征学习，跨域推荐，冷启动，用户画像
transfer-learning pretraining finetune cold-start recommender-system recommendation user-modeling self-supervised-learning sequential-recommendation lifelong-learning lifelong-machine-learning user-representation
8
NeurAI-Lab / ConsistencyCL
Official repo for "Consistency is the key to further mitigating catastrophic forgetting in continual learning"
continual-learning deep-neural-networks incremental-learning lifelong-machine-learning
Language:Python 8
fajieyuan / lifelong_learning_user_representation
learning universal user representation with lifelong learning mechanism for recommender systems
universal-representation recommendation user-representation user user-modeling user-profiles transfer-learning lifelong-machine-learning continual-learning pre-training finetune recommender-system lifelong lifelong-learning
3
generative-latent-replay
iacobo / generative-latent-replay
Generative latent replay - a memory-efficient, privacy ensuring replay method for continual learning.
continual-learning domain-adaptation lifelong-learning lifelong-machine-learning machine-learning
Language:Jupyter Notebook 2
llmt-wmt / allies_llmt_beat
The ALLIES Lifelong Learning Machine Translation baseline system's repository
nmt wmt lifelong-learning lifelong-machine-learning continual-learning machine-translation active-learning incremental-learning interactive-learning neural-machine-translation
Language:Jupyter Notebook 2