Kofinas, M., Bekkers, E. J., Nagaraja, N. S., & Gavves, E. (in press). Latent Field Discovery in Interacting Dynamical Systems with Neural Fields. In Advances in Neural Information Processing Systems 36 (NeurIPS) (Advances in Neural Information Processing Systems; Vol. 36). Neural Information Processing Systems Foundation.
Kofinas, M., Bekkers, E., Nagaraja, N. & Gavves, S. (13-12-2023). Electrostatic field dataset - Latent Field Discovery in Interacting Dynamical Systems with Neural Fields. Zenodo. https://doi.org/10.5281/zenodo.10631646
Kofinas, M., Bekkers, E., Nagaraja, N. & Gavves, S. (13-12-2023). Dynamic gravitational field dataset - Latent Field Discovery in Interacting Dynamical Systems with Neural Fields. Zenodo. https://doi.org/10.5281/zenodo.10634923
Liu, Y., Magliacane, S., Kofinas, M., & Gavves, E. (2023). Graph switching dynamical systems. In International Conference on Machine Learning
2022
Gavves, E., Kofinas, M., & Nagaraja, N. (2022). Roto-translated Local Coordinate Frames For Interacting Dynamical Systems. In M. Ranzato, A. Beygelzimer, Y. Dauphin, P. S. Liang, & J. Wortman Vaughan (Eds.), 35th Conference on Neural Information Processing Systems (NeurIPS 2021) : online, 6-14 December 2021 (Vol. 8, pp. 6417-6429). (Advances in Neural Information Processing Systems; Vol. 34). Neural Information Processing Systems Foundation. https://papers.nips.cc/paper/2021/hash/32b991e5d77ad140559ffb95522992d0-Abstract.html[details]
Papa, S., Valperga, R., Knigge, D., Kofinas, M., Lippe, P., Sonke, J.-J. & Gavves, S. (15-12-2023). Neural Field Arena - Classification. Zenodo. https://doi.org/10.5281/zenodo.10392793
Kofinas, M., Bekkers, E., Nagaraja, N. & Gavves, S. (13-12-2023). Dynamic gravitational field dataset - Latent Field Discovery in Interacting Dynamical Systems with Neural Fields. Zenodo. https://doi.org/10.5281/zenodo.10634923
Kofinas, M., Bekkers, E., Nagaraja, N. & Gavves, S. (13-12-2023). Electrostatic field dataset - Latent Field Discovery in Interacting Dynamical Systems with Neural Fields. Zenodo. https://doi.org/10.5281/zenodo.10631646
2021
Kofinas, M., Nagaraja, N. & Gavves, S. (9-12-2021). 3D Charged Particles Dataset - Roto-translated Local Coordinate Frames for Interacting Dynamical Systems. Zenodo. https://doi.org/10.5281/zenodo.7500066
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