Publications

Miltiadis Kofinas
University of Amsterdam
, Samuele Papa
University of Amsterdam, Netherlands Cancer Institute
, Efstratios Gavves
University of Amsterdam
(2024). From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields. Preprint.
arXiv PDF Code
Yongtuo Liu
University of Amsterdam
, Sara Magliacane
University of Amsterdam
, Miltiadis Kofinas
University of Amsterdam
, Efstratios Gavves
University of Amsterdam
(2024). Amortized Equation Discovery in Hybrid Dynamical Systems. In ICML 2024.
arXiv Code
Miltiadis Kofinas*
University of Amsterdam. Joint first and last authors.
, Boris Knyazev
Samsung - SAIT AI Lab
, Yan Zhang
Samsung - SAIT AI Lab
, Yunlu Chen
University of Amsterdam
, Gertjan J. Burghouts
TNO
, Efstratios Gavves
University of Amsterdam
, Cees G. M. Snoek
University of Amsterdam
, David W. Zhang*
University of Amsterdam. Joint first and last authors.
(2024). Graph Neural Networks for Learning Equivariant Representations of Neural Networks. In ICLR, 2024*.
arXiv OpenReview Zenodo PDF Code Poster Slides
Samuele Papa
University of Amsterdam
, Riccardo Valperga
University of Amsterdam
, David M Knigge
University of Amsterdam
, Miltiadis Kofinas
University of Amsterdam
, Phillip Lippe
University of Amsterdam
, Jan-Jakob Sonke
Netherlands Cancer Institute
, Efstratios Gavves
University of Amsterdam
(2023). How to Train Neural Field Representations: A Comprehensive Study and Benchmark. In CVPR 2024.
arXiv Neural Field Arena Zenodo Code Project
Aviv Shamsian*
Bar Ilan University
, David W․ Zhang*
University of Amsterdam
, Aviv Navon
Bar Ilan University
, Yan Zhang
Samsung - SAIT AI Lab, Montreal
, Miltiadis Kofinas
University of Amsterdam
, Idan Achituve
Bar Ilan University
, Riccardo Valperga
University of Amsterdam
, Gertjan J. Burghouts
TNO
, Efstratios Gavves
University of Amsterdam
, Cees G. M. Snoek
University of Amsterdam
, Ethan Fetaya
Bar Ilan University
, Gal Chechik
Bar Ilan University, NVIDIA
, Haggai Maron
Technion, NVIDIA
(2023). Data Augmentations in Deep Weight Spaces. In NeurReps Workshop, NeurIPS 2023*.
arXiv Poster
Miltiadis Kofinas
University of Amsterdam
, Erik J Bekkers
University of Amsterdam
, Naveen Shankar Nagaraja
BMW Group
, Efstratios Gavves
University of Amsterdam
(2023). Latent Field Discovery in Interacting Dynamical Systems with Neural Fields. In NeurIPS 2023*.
arXiv OpenReview Zenodo PDF Code Poster
David W. Zhang
University of Amsterdam
, Miltiadis Kofinas
University of Amsterdam
, Yan Zhang
Samsung - SAIT AI Lab
, Yunlu Chen
University of Amsterdam
, Gertjan J. Burghouts
TNO
, Cees G. M. Snoek
University of Amsterdam
(2023). Neural Networks Are Graphs! Graph Neural Networks for Equivariant Processing of Neural Networks. In TAG-ML, ICML, 2023*.
OpenReview Poster
Samuele Papa
University of Amsterdam, Netherlands Cancer Institute
, David M Knigge
University of Amsterdam, Netherlands Cancer Institute
, Riccardo Valperga
University of Amsterdam
, Nikita Moriakov
Netherlands Cancer Institute
, Miltiadis Kofinas
University of Amsterdam
, Jan-Jakob Sonke
Netherlands Cancer Institute
, Efstratios Gavves
University of Amsterdam
(2023). Neural Modulation Fields for Conditional Cone Beam Neural Tomography. In SynS & ML, ICML, 2023.
arXiv Poster
Yongtuo Liu
University of Amsterdam
, Sara Magliacane
University of Amsterdam, MIT-IBM Watson AI Lab
, Miltiadis Kofinas
University of Amsterdam
, Efstratios Gavves
University of Amsterdam
(2023). Graph Switching Dynamical Systems. In ICML 2023.
arXiv Code
Piyush Bagad*
University of Amsterdam
, Floor Eijkelboom*
University of Amsterdam
, Mark Fokkema*
University of Amsterdam
, Danilo De Goede*
University of Amsterdam
, Paul Hilders*
University of Amsterdam
, Miltiadis Kofinas
University of Amsterdam
(2022). C-3PO: Towards Rotation Equivariant Feature Detection and Description. In VIPrior Workshop, ECCV 2022.
OpenReview Slides (PPTX) PDF Code Poster