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Publications

ECHO: Ego-Centric modeling of Human-Object interactions
Ilya A. Petrov, Vladimir Guzov, Riccardo Marin, Emre Aksan, Xu Chen, Daniel Cremers, Thabo Beeler, Gerard Pons-Moll
ECHO: Ego-Centric modeling of Human-Object interactions
in European Conference on Computer Vision (ECCV), 2026.
Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patterns
Andrea Sanchietti, Riccardo Marin, Bharat Lal Bhatnagar, Yuanlu Xu, Gerard Pons-Moll
Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patterns
in European Conference on Computer Vision (ECCV), 2026.
Ordered Diffusion for 3D Human Registration
Mattia Masiero, Ilya A. Petrov, Daniel Cremers, Gerard Pons-Moll, Riccardo Marin
Ordered Diffusion for 3D Human Registration
in DAGM German Conference on Pattern Recognition, Springer, 2026.
Oral - Best Paper Honourable Mention
TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions
Ilya A. Petrov, Riccardo Marin, Julian Chibane, Gerard Pons-Moll
TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions
in Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025.
Gen-3Diffusion: Realistic Image-to-3D Generation via 2D & 3D Diffusion Synergy
Yuxuan Xue, Xianghui Xie, Riccardo Marin, Gerard Pons-Moll
Gen-3Diffusion: Realistic Image-to-3D Generation via 2D & 3D Diffusion Synergy
in IEEE Transactions on Pattern Analysis \& Machine Intelligence , 2025.
Human 3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models
Yuxuan Xue, Xianghui Xie, Riccardo Marin, Gerard Pons-Moll
Human 3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models
in Advances in Neural Information Processing Systems (NeurIPS), 2024.
NICP: Neural ICP for 3D Human Registration at Scale
Riccardo Marin, Enric Corona, Gerard Pons-Moll
NICP: Neural ICP for 3D Human Registration at Scale
in European Conference on Computer Vision, 2024.
CloSe: A 3D Clothing Segmentation Dataset and Model
Dimitrije Antić, Garvita Tiwari, Batuhan Ozcomlekci, Riccardo Marin, Gerard Pons-Moll
CloSe: A 3D Clothing Segmentation Dataset and Model
in International Conference on 3D Vision (3DV), 2024.
Interaction Replica: Tracking human–object interaction and scene changes from human motion
Vladimir Guzov, Julian Chibane, Riccardo Marin, Yannan He, Yunus Saracoglu, Torsten Sattler, Gerard Pons-Moll
Interaction Replica: Tracking human–object interaction and scene changes from human motion
in International Conference on 3D Vision (3DV), 2024.
NSF: Neural Surface Fields for Human Modeling from Monocular Depth
Yuxuan Xue, Bharat Lal Bhatnagar, Riccardo Marin, Nikolaos Sarafianos, Yuanlu Xu, Gerard Pons-Moll, Tony Tung
NSF: Neural Surface Fields for Human Modeling from Monocular Depth
in ICCV, 2023.
Object pop-up: Can we infer 3D objects and their poses from human interactions alone?
Ilya A. Petrov, Riccardo Marin, Julian Chibane, Gerard Pons-Moll
Object pop-up: Can we infer 3D objects and their poses from human interactions alone?
in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.