Damith Senanayake
3 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Cross-Pollinator (10)
β
The Questioner
Conferences
AAAI (2)
ICCV (1)
Top co-authors
Keywords
continual learning
(1)
catastrophic forgetting
(1)
neural network training
(1)
feature representation
(1)
vector quantization
(1)
interpretable neural network
(1)
symbolic regression
(1)
equation discovery
(1)
network expansion
(1)
sparsity regularization
(1)
regularization effect
(1)
neighbor embedding
(1)
overfitting prevention
(1)
multivariate polynomial
(1)
prototype augmentation
(1)
network growth
(1)
layer growing
(1)
growth timing policy
(1)
laurent polynomial
(1)
Papers
When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks
AAAI 2024
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations
AAAI 2024
NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning
ICCV 2023