Constantine Dovrolis
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(12)
π₯
Unstoppable
(5)
Conferences
ICML (3)
CVPR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
neural network
(2)
sparse neural network
(2)
continual learning
(2)
representation learning
(1)
neural tangent kernel
(1)
progressive learning
(1)
neural architecture
(1)
network analysis
(1)
task decomposition
(1)
knowledge preservation
(1)
class incremental learning
(1)
network initialization
(1)
neuron activation
(1)
network sparsity
(1)
path kernel
(1)
stability plasticity
(1)
connection rewiring
(1)
replay-free learning
(1)
hierarchical modularity
(1)
neural network architecture
(1)
Papers
PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity
ICML 2025
NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning
CVPR 2024
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis
NIPS 2023
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks
ICML 2022
PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data
ICML 2021
Unsupervised Progressive Learning and the STAM Architecture
IJCAI 2021