Roto-translated Local Coordinate Frames For Interacting Dynamical Systems M Kofinas, NS Nagaraja, E Gavves Advances in Neural Information Processing Systems 34, 2021 | 30 | 2021 |
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 | 9 | 2023 |
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 | 5 | 2022 |
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 | 4 | 2024 |
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 | 4 | 2023 |
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 | 3 | 2023 |
Graph Switching Dynamical Systems Y Liu, S Magliacane, M Kofinas, E Gavves International Conference on Machine Learning, 21867-21883, 2023 | 2 | 2023 |
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 | 1 | 2024 |
Data Augmentations in Deep Weight Spaces A Shamsian, DW Zhang, A Navon, Y Zhang, M Kofinas, I Achituve, ... arXiv preprint arXiv:2311.08851, 2023 | 1 | 2023 |
Amortized Equation Discovery in Hybrid Dynamical Systems Y Liu, S Magliacane, M Kofinas, E Gavves Forty-first International Conference on Machine Learning, 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 | | |