Constantine Dovrolis
Georgia Institute of Technology
H-index: 56
North America-United States
Top articles of Constantine Dovrolis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis | Shreyas Malakarjun Patil Loizos Michael Constantine Dovrolis | 2023/11/2 | |
Incremental Versus Optimal Design of Water Distribution Networks-The Case of Tree Topologies | Vivek Anand Aleksandar Pramov Stelios Vrachimis Marios Polycarpou Constantine Dovrolis | 2023/11/28 | |
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning | arXiv preprint arXiv:2305.18563 | Mustafa Burak Gurbuz Jean Michael Moorman Constantine Dovrolis | 2023/5/29 |
Root-Cause Analysis of Activation Cascade Differences in Brain Networks | Qihang Yao Manoj Chandrasekaran Constantine Dovrolis | 2022/7/15 | |
Nispa: Neuro-inspired stability-plasticity adaptation for continual learning in sparse networks | Mustafa Burak Gurbuz Constantine Dovrolis | 2022/6/18 | |
LSOP: Layer-Scaled One-shot Pruning: A Simple and Effective Deep Pruning Framework for Neural Networks | Journal of Student Research | Oliver Wang Constantine Dovrolis Jaeho Lee | 2022/2/28 |
A weighted network analysis framework for the hourglass effect—And its application in the C. elegans connectome | Plos one | Ishaan Batta Qihang Yao Kaeser M Sabrin Constantine Dovrolis | 2021/10/27 |
Phew: Constructing sparse networks that learn fast and generalize well without training data | arXiv e-prints | Shreyas Malakarjun Patil Constantine Dovrolis | 2020/10 |
Hierarchical Relation Networks: Exploiting Categorical Structure in Neural Relational Reasoning. | Ruomu Zou Constantine Dovrolis | 2021 | |
PHEW: Paths with Higher Edge-Weights give''winning tickets''without training data | Shreyas Malakarjun Patil Constantine Dovrolis | 2020/10/2 | |
The hourglass organization of the Caenorhabditis elegans connectome | PLoS computational biology | Kaeser M Sabrin Yongbin Wei Martijn Pieter van den Heuvel Constantine Dovrolis | 2020/2/6 |
ML@ GT Lab presents LAB LIGHTNING TALKS 2020 | Ghassan AlRegib Duen Horng Chau Sudheer Chava Morris B Cohen Mark A Davenport | 2020/12/4 | |
Multisensory integration in the mouse cortical connectome using a network diffusion model | Network Neuroscience | Kamal Shadi Eva Dyer Constantine Dovrolis | 2020/11/1 |
Co-Authors
