Home  | Research | Research Groups | Marin riccardo

Research Group Riccardo Marin


Link to website at TUM

Riccardo Marin

Dr.

Associate

Riccardo Marin

is a resarcher at Computer Vision Group, and Interim Professor at the Chair of Machine Learning for Robotics at TU Munich.

His research focuses on Computer Vision, Machine Learning, and Virtual Humans, aiming to provide Artificial Intelligence with a sense of the three-dimensional World that aligns with human perception. In particular, he is interested in finding analogies between objects, recovering corresponding geometrical and semantical points, with a particular interest in analyzing 3D human data. Methodologically, his research appropriates and extends approaches from spectral shape analysis, 3D signal processing, and geometric deep learning.

Recent News @MCML

Link to MCML at ICCV 2025

MCML at ICCV 2025

Link to 3D Machine Perception Beyond Vision - With Researcher Riccardo Marin

08.09.2025

3D Machine Perception Beyond Vision - With Researcher Riccardo Marin

Link to MCML at CVPR 2025

MCML at CVPR 2025

Publications @MCML

2025


[7] A* Conference
O. Dhaouadi • R. MarinJ. Meier • J. Kaiser • D. Cremers
OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata.
NeurIPS 2025 - 39th Conference on Neural Information Processing Systems. San Diego, CA, USA, Nov 30-Dec 07, 2025. To be published. Preprint available. GitHub

[6] A* Conference
R. HartwigD. MuhleR. MarinD. Cremers
GECO: Geometrically Consistent Embedding with Lightspeed Inference.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

[5] A* Conference
I. A. Petrov • R. Marin • J. Chibane • G. Pons-Moll
TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

[4]
I. A. Petrov • V. Guzov • R. Marin • E. Aksan • X. Chen • D. Cremers • T. Beeler • G. Pons-Moll
ECHO: Ego-Centric modeling of Human-Object interactions.
Preprint (Aug. 2025).

[3] A* Conference
C. CurreliD. Muhle • A. Saroha • Z. Ye • R. MarinD. Cremers
Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction.
CVPR 2025 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Nashville, TN, USA, Jun 11-15, 2025. DOI GitHub

[2] A* Conference
L. Sang • Z. Canfes • D. Cao • R. Marin • F. Bernard • D. Cremers
4Deform: Neural Surface Deformation for Robust Shape Interpolation.
CVPR 2025 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Nashville, TN, USA, Jun 11-15, 2025. DOI

[1]
L. Sang • Z. Canfes • D. Cao • R. Marin • F. Bernard • D. Cremers
TwoSquared: 4D Generation from 2D Image Pairs.
Preprint (Apr. 2025).