1

Amortized Equation Discovery in Hybrid Dynamical Systems
Amortized Equation Discovery in Hybrid Dynamical Systems
Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves
Cite Code arXiv
Amortized Equation Discovery in Hybrid Dynamical Systems
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
Miltiadis Kofinas*, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang*
PDF Cite Code Poster Slides arXiv OpenReview Zenodo
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
Samuele Papa, Riccardo Valperga, David M Knigge, Miltiadis Kofinas, Phillip Lippe, Jan-Jakob Sonke, Efstratios Gavves
Cite Code Project arXiv Neural Field Arena Zenodo
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
Latent Field Discovery in Interacting Dynamical Systems with Neural Fields
We discover global fields in interacting systems, inferring them from the dynamics alone, using neural fields.
Miltiadis Kofinas, Erik J Bekkers, Naveen Shankar Nagaraja, Efstratios Gavves
PDF Cite Code Poster arXiv OpenReview Zenodo
Latent Field Discovery in Interacting Dynamical Systems with Neural Fields
Graph Switching Dynamical Systems
Graph Switching Dynamical Systems
Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves
Cite Code arXiv
Graph Switching Dynamical Systems
C-3PO: Towards Rotation Equivariant Feature Detection and Description
Rotation equivariant feature detection-and-description based on steerable group convolutions
Piyush Bagad*, Floor Eijkelboom*, Mark Fokkema*, Danilo de Goede*, Paul Hilders*, Miltiadis Kofinas
PDF Cite Code Poster OpenReview Slides (PPTX)
C-3PO: Towards Rotation Equivariant Feature Detection and Description
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems
Equivariance via canonicalized object-centric local frames in geometric graphs
Miltiadis Kofinas, Naveen Shankar Nagaraja, Efstratios Gavves
PDF Cite Code Poster Slides arXiv OpenReview NeurIPS Video
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems