← Authors

Miltiadis Kofinas

5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) CVPR (1) ICLR (1) NIPS (1)

Top co-authors

Efstratios Gavves (4) Yongtuo Liu (2) Sara Magliacane (2) Riccardo Valperga (1) Gertjan J. Burghouts (1) Cees G. M. Snoek (1) Samuele Papa (1) Yan Zhang (1) Yunlu Chen (1) Phillip Lippe (1)

Research topics

Computer Vision (1)

Keywords

graph neural network (2) network architecture (1) hyperparameter optimization (1) time series (1) dynamical system (1) neural field (1) interaction modeling (1) switching dynamical system (1) downstream representation (1) geometric graph (1) mode switching (1) inter-object dynamics (1) interacting object (1) representation learning (1) local coordinate frame (1)

Papers

How to Train Neural Field Representations: A Comprehensive Study and Benchmark CVPR 2024
Graph Neural Networks for Learning Equivariant Representations of Neural Networks ICLR 2024
Amortized Equation Discovery in Hybrid Dynamical Systems ICML 2024
Graph Switching Dynamical Systems ICML 2023
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems NIPS 2021