publications

2024

1. DAFx

   Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman Based Deep Learning Methods

   Rodrigo Diaz, Carlos De La Vega Martin, and Mark Sandler

   In Proc. Int. Conf. Digital Audio Effects (DAFx-24), 2024

   Bib PDF Code

   @inproceedings{diaz_efficient_2024,
     title = {Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman Based Deep Learning Methods},
     booktitle = {Proc. Int. Conf. Digital Audio Effects (DAFx-24)},
     author = {Diaz, Rodrigo and De La Vega Martin, Carlos and Sandler, Mark},
     year = {2024},
     url = {https://dafx24.surrey.ac.uk/wp-content/uploads/2024/09/Proceedings_of_DAFx24_ForWeb.html},
     langid = {english}
   }

2023

1. ICASSP

   Rigid-Body Sound Synthesis with Differentiable Modal Resonators

   Rodrigo Diaz, Ben Hayes, Charalampos Saitis, and 2 more authors

   In ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023

   arXiv Bib HTML Code

   @inproceedings{diaz_rigidbody_2023,
     title = {Rigid-Body Sound Synthesis with Differentiable Modal Resonators},
     booktitle = {{{ICASSP}} 2023 - 2023 {{IEEE International Conference}} on {{Acoustics}}, {{Speech}} and {{Signal Processing}} ({{ICASSP}})},
     author = {Diaz, Rodrigo and Hayes, Ben and Saitis, Charalampos and Fazekas, Gy{\"o}rgy and Sandler, Mark},
     year = {2023},
     month = jun,
     pages = {1--5},
     issn = {2379-190X},
     doi = {10.1109/ICASSP49357.2023.10095139},
     url = {https://ieeexplore.ieee.org/document/10095139},
     urldate = {2024-05-29},
     keywords = {Computer Science - Machine Learning,Computer Science - Sound,Deep learning,differentiable signal processing,Electrical Engineering and Systems Science - Audio and Speech Processing,Filter banks,machine learning,physical modelling,Shape,sound synthesis,Synthesizers,Three-dimensional displays,Training,Virtual environments}
   }

2. NIME

   Pipeline for Recording Datasets and Running Neural Networks on the Bela Embedded Hardware Platform

   Teresa Pelinski, Rodrigo Diaz, Adan L. Benito Temprano, and 1 more author

   In Proceedings of the International Conference on New Interfaces for Musical Expression, May 2023

   Bib PDF Code

   @inproceedings{pelinski_pipeline_2023,
     title = {Pipeline for Recording Datasets and Running Neural Networks on the Bela Embedded Hardware Platform},
     booktitle = {Proceedings of the International Conference on New Interfaces for Musical Expression},
     author = {Pelinski, Teresa and Diaz, Rodrigo and Temprano, Adan L. Benito and McPherson, Andrew},
     year = {2023},
     month = may,
     pages = {160--166},
     address = {Mexico City, Mexico},
     doi = {10.5281/zenodo.11189141},
     url = {https://doi.org/10.5281/zenodo.11189141},
     venue = {Mexico City, Mexico}
   }

3. NIME

   Interactive Neural Resonators

   Rodrigo Diaz, Charalampos Saitis, and Mark B Sandler

   In Proceedings of the International Conference on New Interfaces for Musical Expression, May 2023

   Bib PDF Code

   @inproceedings{diaz_interactive_2023,
     title = {Interactive Neural Resonators},
     booktitle = {Proceedings of the International Conference on New Interfaces for Musical Expression},
     author = {Diaz, Rodrigo and Saitis, Charalampos and Sandler, Mark B},
     year = {2023},
     month = may,
     pages = {569--573},
     address = {Mexico City, Mexico},
     issn = {2220-4806},
     doi = {10.5281/zenodo.11189296},
     url = {http://nime.org/proceedings/2023/nime2023_81.pdf},
     articleno = {81},
     track = {Work in Progress}
   }

2022

1. Preserving Memories of Contemporary Witnesses Using Volumetric Video

   Oliver Schreer, Markus Worchel, Rodrigo Diaz, and 6 more authors

   i-com: Journal of Interactive Media, May 2022
2. CVPR

   Multi-View Mesh Reconstruction with Neural Deferred Shading

   Markus Worchel, Rodrigo Diaz, Weiwen Hu, and 3 more authors

   In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022

   Bib PDF Code

   @inproceedings{worchel_multiview_2022,
     title = {Multi-View Mesh Reconstruction with Neural Deferred Shading},
     booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     author = {Worchel, Markus and Diaz, Rodrigo and Hu, Weiwen and Schreer, Oliver and Feldmann, Ingo and Eisert, Peter},
     year = {2022},
     month = jun,
     pages = {6177--6187},
     issn = {2575-7075},
     doi = {10.1109/CVPR52688.2022.00609},
     url = {https://ieeexplore.ieee.org/document/9879709},
     urldate = {2024-09-10},
     keywords = {3D from multi-view and sensors,Computer vision,Lighting,Machine learning,Pipelines,Rendering (computer graphics),Runtime,Surface reconstruction,Three-dimensional displays,Vision + graphics}
   }

2019

1. IC3D

   Region Dependent Mesh Refinement for Volumetric Video Workflows

   Rodrigo Diaz, Aurela Shehu, Ingo Feldmann, and 2 more authors

   In 2019 International Conference on 3D Immersion (IC3D), Dec 2019

   Bib HTML

   @inproceedings{diaz_region_2019,
     title = {Region Dependent Mesh Refinement for Volumetric Video Workflows},
     booktitle = {2019 International Conference on 3D Immersion (IC3D)},
     author = {Diaz, Rodrigo and Shehu, Aurela and Feldmann, Ingo and Schreer, Oliver and Eisert, Peter},
     year = {2019},
     month = dec,
     pages = {1--8},
     issn = {2379-1780},
     doi = {10.1109/IC3D48390.2019.8975991},
     url = {https://ieeexplore.ieee.org/document/8975991},
     urldate = {2024-09-10},
     keywords = {3D reconstruction,augmented reality,Cameras,depth estimation,Hardware,Indexes,mesh refinement,Mixed reality,multiview,Rendering (computer graphics),Skin,Three-dimensional displays,UV parameterization,virtual reality,volumetric video}
   }

2016

1. AES

   Live Panorama and 3D Audio Streaming to Mobile VR

   Rodrigo Diaz, and Thomas Koch

   In Proceedings of the 2016 AES International Conference on Headphone Technology, Aug 2016

   Bib HTML

   @inproceedings{rodrigo_live_2016,
     title = {Live {{Panorama}} and {{3D Audio Streaming}} to {{Mobile VR}}},
     booktitle = {Proceedings of the 2016 {{AES International Conference}} on {{Headphone Technology}}},
     author = {Diaz, Rodrigo and Koch, Thomas},
     year = {2016},
     month = aug,
     address = {Aalborg, Denmark}
   }