Relevant Papers
2024
Bortolon M., Tsesmelis T., James S., Poiesi F., Del Bue A.
6DGS: 6D Pose Estimation from a Single Image and a 3D Gaussian Splatting Model
European Conference on Computer Vision
2024
Scarpellini G., Fiorini S., Giuliari F., Morerio P., Del Bue A.
DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
2024
Scarpellini G., Rosa S., Morerio P., Natale L., Del Bue A.
Look Around and Learn: Self-Training Object Detection by Exploration
European Conference on Computer Vision
2022
Giuliari F., Skenderi G., Cristani M., Wang Y., Del Bue A.
Spatial Commonsense Graph for Object Localisation in Partial Scenes
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 2022-June, pp. 19496-19505
Scientific Talks
2024
Bonati L.
Combining machine learning and enhanced sampling to study catalytic processes under operando conditions
Initiative for Computational Catalysis Inaugural Workshop, Flatiron Institute, New York, 19-20/02/24
Workshop/Symposium
2024
Bonati L.
Machine learning & enhanced sampling: a synergistic interplay
1st ViRAPID (Vienna Research Platform on Accelerating Photoreaction Discovery) workshop, University of Vienna, 26-29/02/24
Workshop/Symposium
2023
Bonati L.
A unified framework for machine learning collective variables for enhanced sampling: mlcolvar
Biomolecular & Pharmaceutical Modelling Group, University of Geneva, 30th June 2023
Institute
2023
Bonati L.
Enhancing sampling with machine learning: from data-driven collective variables to realistic applications in heterogeneous catalysis
MolSSI Workshop: Machine Learning and Chemistry: Are We There Yet? 31 May - 2 June, University of Maryland (USA)
Workshop/Symposium
2023
Bonati L.
Machine learning collective variables for enhanced sampling
CECAM Workshop: Machine learning collective variables for enhanced sampling, 5th July 2023, EPFL (CH)
Workshop/Symposium
2023
Bonati L.
Machine learning collective variables for enhanced sampling simulations
Molecular Biophysics, Stockholm (remote talk), 12th December 2023
Institute
2023
Bonati L.
Machine learning & enhanced sampling: a synergistic interplay
CECAM workshop Quantum2, 29th November 2023, EPFL (CH)
Workshop/Symposium
2022
Bonati L.
Deep learning the slow modes for rare events sampling
CECAM Workshop: Machine Learning Augmented Sampling for the Molecular Sciences, 11-13 May, EPFL Lausanne (CH)
Workshop/Symposium
2022
Bonati L.
Free energies and enhanced sampling
“Machine Learning for Materials Hard and Soft” ESI-DCAFM-TACO-VDSP Summer School, 11-22 July, Vienna
School (Summer school, ...)
2022
Bonati L.
Machine learning collective variables for rare events sampling: from classifiers to slow modes
CECAM Workshop: Chasing CVs using Machine Learning: from methods development to biophysical applications, INRIA Paris, 28-30 June 2022
Workshop/Symposium
2022
Bonati L.
Machine learning collective variables with PyTorch
PLUMED Masterclass Lectures, 28/03 and 4/04, Online (https://www.plumed.org/masterclass)
School (Summer school, ...)
2021
Bonati L.
Training collective variables for enhanced sampling via neural network based discriminant analysis
CECAM Mixed-Gen Session 1 - Activated events
Workshop/Symposium