5 results found Sort:

fajieyuan
SIGIR2020_peterrec fajieyuan
36
201
unknown
5
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
bert user transfer profiling universal bert-model cold-start pretraining transformer cross-domain recommendation lifelong-learning transfer-learning continual-learning recommender-system collaborative-filtering representation-learning self-supervised-learning universal-representation lifelong-machine-learning
Created 2020-05-09
125 commits to master branch, last one 9 months ago
srvCodes
continual-learning-benchmark srvCodes
10
51
mit
3
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.
tsne pytorch icml-2020 continual-learning incremental-learning lifelong-machine-learning
Created 2020-07-04
56 commits to master branch, last one about a year ago
ContinualAI
wiki ContinualAI
11
49
mit
7
ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning
hub wiki resources awesome-list continualai-wiki continual-learning collaborative-editing lifelong-machine-learning
Created 2019-01-18
307 commits to master branch, last one 2 years ago
NeurAI-Lab
CLS-ER NeurAI-Lab
8
47
mit
3
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
deep-learning brain-inspired continual-learning deep-neural-networks incremental-learning lifelong-machine-learning online-continual-learning
Created 2022-03-14
9 commits to main branch, last one about a year ago
fajieyuan
SIGIR2021_Conure fajieyuan
5
44
unknown
2
Pre-training and Lifelong learning for User Embedding and Recommender System
one-for-all pre-training user-profile general-purpose foundation-model lifelong-learning transfer-learning continual-learning user-representation universal-recommender catastrophic-forgetting self-supervised-learning universal-representation lifelong-machine-learning
Created 2021-05-03
70 commits to main branch, last one 9 months ago