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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
362021
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
272023
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
102024
Graph Switching Dynamical Systems
Y Liu, S Magliacane, M Kofinas, E Gavves
International Conference on Machine Learning, 21867-21883, 2023
72023
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
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
62024
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
62022
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
52023
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
Amortized Equation Discovery in Hybrid Dynamical Systems
Y Liu, S Magliacane, M Kofinas, E Gavves
Forty-first International Conference on Machine Learning, 2024
22024
Data Augmentations in Deep Weight Spaces
A Shamsian, DW Zhang, A Navon, Y Zhang, M Kofinas, I Achituve, ...
arXiv preprint arXiv:2311.08851, 2023
22023
From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields
M Kofinas, S Papa, E Gavves
arXiv preprint arXiv:2412.08731, 2024
2024
Beyond the Veil of Similarity: Quantifying Semantic Continuity in Explainable AI
Q Huang, E Mezzi, O Mutlu, M Kofinas, V Prasad, SA Khan, E Ranguelova, ...
World Conference on Explainable Artificial Intelligence, 308-331, 2024
2024
Contrastive Implicit Representation Learning
R Valperga, S Papa, DW Romero, M Kofinas, J Sonke, E Gavves
Neural Field Discovery Disentangles Equivariance in Interacting Dynamical Systems
M Kofinas, EJ Bekkers, NS Nagaraja, E Gavves
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Articles 1–14