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. Equal contribution.
, David W․ Zhang*
University of Amsterdam. Equal contribution.
, 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. Equal contribution.
, Floor Eijkelboom*
University of Amsterdam. Equal contribution.
, Mark Fokkema*
University of Amsterdam. Equal contribution.
, Danilo De Goede*
University of Amsterdam. Equal contribution.
, Paul Hilders*
University of Amsterdam. Equal contribution.
, 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