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Constantine Dovrolis

Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning

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Sep 24, 2024
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Neural Sculpting: Uncovering hierarchically modular task structure through pruning and network analysis

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Jun 03, 2023
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SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning

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May 29, 2023
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NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks

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Jun 18, 2022
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PHEW: Paths with higher edge-weights give "winning tickets" without training data

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Oct 22, 2020
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Evolution of Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences

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Jun 06, 2019
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Unsupervised Continual Learning and Self-Taught Associative Memory Hierarchies

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Apr 03, 2019
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A neuro-inspired architecture for unsupervised continual learning based on online clustering and hierarchical predictive coding

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Oct 22, 2018
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Emergence and Evolution of Hierarchical Structure in Complex Systems

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Aug 04, 2018
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Lexis: An Optimization Framework for Discovering the Hierarchical Structure of Sequential Data

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Jun 11, 2016
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