Picture for Vinicius Mikuni

Vinicius Mikuni

Unifying Simulation and Inference with Normalizing Flows

Add code
Apr 29, 2024
Viaarxiv icon

The Landscape of Unfolding with Machine Learning

Apr 29, 2024
Viaarxiv icon

Improving Generative Model-based Unfolding with Schrödinger Bridges

Add code
Aug 23, 2023
Figure 1 for Improving Generative Model-based Unfolding with Schrödinger Bridges
Figure 2 for Improving Generative Model-based Unfolding with Schrödinger Bridges
Figure 3 for Improving Generative Model-based Unfolding with Schrödinger Bridges
Figure 4 for Improving Generative Model-based Unfolding with Schrödinger Bridges
Viaarxiv icon

Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation

Add code
Jul 31, 2023
Figure 1 for Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation
Figure 2 for Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation
Figure 3 for Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation
Figure 4 for Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation
Viaarxiv icon

High-dimensional and Permutation Invariant Anomaly Detection

Add code
Jun 06, 2023
Figure 1 for High-dimensional and Permutation Invariant Anomaly Detection
Figure 2 for High-dimensional and Permutation Invariant Anomaly Detection
Figure 3 for High-dimensional and Permutation Invariant Anomaly Detection
Figure 4 for High-dimensional and Permutation Invariant Anomaly Detection
Viaarxiv icon

Score-based Generative Models for Calorimeter Shower Simulation

Add code
Jun 17, 2022
Figure 1 for Score-based Generative Models for Calorimeter Shower Simulation
Figure 2 for Score-based Generative Models for Calorimeter Shower Simulation
Figure 3 for Score-based Generative Models for Calorimeter Shower Simulation
Figure 4 for Score-based Generative Models for Calorimeter Shower Simulation
Viaarxiv icon

New directions for surrogate models and differentiable programming for High Energy Physics detector simulation

Add code
Mar 15, 2022
Figure 1 for New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
Figure 2 for New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
Figure 3 for New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
Figure 4 for New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
Viaarxiv icon

Online-compatible Unsupervised Non-resonant Anomaly Detection

Add code
Nov 11, 2021
Figure 1 for Online-compatible Unsupervised Non-resonant Anomaly Detection
Figure 2 for Online-compatible Unsupervised Non-resonant Anomaly Detection
Figure 3 for Online-compatible Unsupervised Non-resonant Anomaly Detection
Figure 4 for Online-compatible Unsupervised Non-resonant Anomaly Detection
Viaarxiv icon

Point Cloud Transformers applied to Collider Physics

Feb 09, 2021
Figure 1 for Point Cloud Transformers applied to Collider Physics
Figure 2 for Point Cloud Transformers applied to Collider Physics
Figure 3 for Point Cloud Transformers applied to Collider Physics
Figure 4 for Point Cloud Transformers applied to Collider Physics
Viaarxiv icon