ML Anthology

Georgiev, Dimitar

7 publications

ICLRW 2025 Non-Invasive, Label-Free Biochemical Imaging of Intact Cerebral Organoids via Deep Learning-Enhanced Raman Microspectroscopy Dimitar Georgiev, Ruoxiao Xie, Mauricio Barahona, Molly M. Stevens
ICMLW 2024 Hyperspectral Unmixing for Raman Spectroscopy via Physics-Constrained Autoencoders Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen, Georgios Papadopoulos, Ruoxiao Xie, Molly M. Stevens, Mauricio Barahona
ICMLW 2024 Hyperspectral Unmixing for Raman Spectroscopy via Physics-Constrained Autoencoders Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen, Georgios Papadopoulos, Ruoxiao Xie, Molly M. Stevens, Mauricio Barahona
ICMLW 2024 RamanSPy: Augmenting Raman Spectroscopy Data Analysis with AI Dimitar Georgiev, Simon Vilms Pedersen, Ruoxiao Xie, Álvaro Fernández-Galiana, Molly M. Stevens, Mauricio Barahona
ICMLW 2024 RamanSPy: Augmenting Raman Spectroscopy Data Analysis with AI Dimitar Georgiev, Simon Vilms Pedersen, Ruoxiao Xie, Álvaro Fernández-Galiana, Molly M. Stevens, Mauricio Barahona
NeurIPS 2023 Accelerating Molecular Graph Neural Networks via Knowledge Distillation Filip Ekström Kelvinius, Dimitar Georgiev, Artur Toshev, Johannes Gasteiger
ICMLW 2023 Accelerating Molecular Graph Neural Networks via Knowledge Distillation Filip Ekström Kelvinius, Dimitar Georgiev, Artur Toshev, Johannes Gasteiger