Continual learning with adaptive weights (claw)

T Adel, H Zhao, RE Turner - ar** multiple invariant representations with incremental slowness learning
M Luciw, V Kompella, S Kazerounian… - Frontiers in …, 2013 - frontiersin.org
Curiosity Driven Modular Incremental Slow Feature Analysis (CD-MISFA;) is a recently
introduced model of intrinsically-motivated invariance learning. Artificial curiosity enables …

Learning to transfer with von neumann conditional divergence

A Shaker, S Yu, D Onoro-Rubio - … of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
The similarity of feature representations plays a pivotal role in the success of problems
related to domain adaptation. Feature similarity includes both the invariance of marginal …

Methodological research for modular neural networks based on “an expert with other capabilities”

P Wang, J Wang, J Zhang - Journal of Global Information …, 2018 - igi-global.com
This article contains a new subnet training method for modular neural networks, proposed
with the inspiration of the principle of “an expert with other capabilities”. The key point of this …