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Miltiadis Kofinas
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Roto-translated Local Coordinate Frames For Interacting Dynamical Systems
M Kofinas, NS Nagaraja, E Gavves
Advances in Neural Information Processing Systems 34, 2021
282021
C-3PO: Towards Rotation Equivariant Feature Detection and Description
P Bagad, F Eijkelboom, M Fokkema, D de Goede, P Hilders, M Kofinas
European Conference on Computer Vision, 694-705, 2022
52022
Neural Networks Are Graphs! Graph Neural Networks for Equivariant Processing of Neural Networks
DW Zhang, M Kofinas, Y Zhang, Y Chen, GJ Burghouts, CGM Snoek
42023
Latent Field Discovery In Interacting Dynamical Systems With Neural Fields
M Kofinas, EJ Bekkers, NS Nagaraja, E Gavves
Advances in Neural Information Processing Systems 36, 2024
22024
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
M Kofinas, B Knyazev, Y Zhang, Y Chen, GJ Burghouts, E Gavves, ...
The Twelfth International Conference on Learning Representations, 2023
22023
Neural Modulation Fields for Conditional Cone Beam Neural Tomography
S Papa, DM Knigge, R Valperga, N Moriakov, M Kofinas, JJ Sonke, ...
arXiv preprint arXiv:2307.08351, 2023
22023
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
S Papa, R Valperga, D Knigge, M Kofinas, P Lippe, JJ Sonke, E Gavves
arXiv preprint arXiv:2312.10531, 2023
2023
Data Augmentations in Deep Weight Spaces
A Shamsian, DW Zhang, A Navon, Y Zhang, M Kofinas, I Achituve, ...
arXiv preprint arXiv:2311.08851, 2023
2023
Graph Switching Dynamical Systems
Y Liu, S Magliacane, M Kofinas, E Gavves
International Conference on Machine Learning, 21867-21883, 2023
2023
Neural Field Discovery Disentangles Equivariance in Interacting Dynamical Systems
M Kofinas, EJ Bekkers, NS Nagaraja, E Gavves
2022
Contrastive Implicit Representation Learning
R Valperga, S Papa, DW Romero, M Kofinas, J Sonke, E Gavves
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Articles 1–11