@article{hermosilla2025msm,title={Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding},author={Hermosilla, P. and Stippel, C. and Sick, L.},journal={Conference on Computer Vision and Pattern Recognition (CVPR)},year={2025},}
RelationField: Relate Anything in Radiance Fields
S. Koch, J. Wald, M. Colosi, N. Vaskevicius, P. Hermosilla, F. Tombari, and T. Ropinski
Conference on Computer Vision and Pattern Recognition (CVPR) 2025
@article{koch2025relationfield,title={RelationField: Relate Anything in Radiance Fields},author={Koch, S. and Wald, J. and Colosi, M. and Vaskevicius, N. and Hermosilla, P. and Tombari, F. and Ropinski, T.},journal={Conference on Computer Vision and Pattern Recognition (CVPR)},year={2025},}
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models
L. Weijler, M. J. Mirza, L. Sick, C. Ekkazan, and P. Hermosilla
@article{weijler2025tttkd,title={TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models},author={Weijler, L. and Mirza, M. J. and Sick, L. and Ekkazan, C. and Hermosilla, P.},journal={International Conference on 3D Vision (3DV)},year={2025},}
Efficient Continuous Group Convolutions for Local SE(3) Equivariance in 3D Point Clouds
@article{weijler2025roteq,title={Efficient Continuous Group Convolutions for Local SE(3) Equivariance in 3D Point Clouds},author={Weijler, L. and Hermosilla, P.},journal={International Conference on 3D Vision (3DV)},year={2025},}
Attention-Guided Masked Autoencoders For Learning Image Representations
L. Sick, D. Engel, P. Hermosilla, and T. Ropinski
Winter Conference on Applications of Computer Vision (WACV) 2025 (Oral)
@article{sick2025attMAE,author={Sick, L. and Engel, D. and Hermosilla, P. and Ropinski, T.},journal={Winter Conference on Applications of Computer Vision (WACV)},oral={true},year={2025},}
CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation
L. Sick, D. Engel, S. Hartwig, P. Hermosilla, and T. Ropinski
@article{sick2025cuts3d,title={CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation},author={Sick, L. and Engel, D. and Hartwig, S. and Hermosilla, P. and Ropinski, T.},year={2025},journal={Pre-print},}
2024
Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships
S. Koch, N. Vaskevicius, M. Colosi, P. Hermosilla, and T. Ropinski
Conference on Computer Vision and Pattern Recognition (CVPR) 2024
@article{koch2024opengraph,title={Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships},author={Koch, S. and Vaskevicius, N. and Colosi, M. and Hermosilla, P. and Ropinski, T.},journal={Conference on Computer Vision and Pattern Recognition (CVPR)},year={2024},}
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling
L. Sick, D. Engel, P. Hermosilla, and T. Ropinski
Conference on Computer Vision and Pattern Recognition (CVPR) 2024
@article{sick2023depthguided,title={Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling},author={Sick, L. and Engel, D. and Hermosilla, P. and Ropinski, T.},journal={Conference on Computer Vision and Pattern Recognition (CVPR)},year={2024},}
Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
H. Kniesel, L. Sick, T. Payer, T. Bergner, K. S. Devan, C. Read, P. Walther, T. Ropinski, and P. Hermosilla
International Conference on Learning Representations (ICLR) 2024
@article{kniesel2024wem,title={Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images},author={Kniesel, H. and Sick, L. and Payer, T. and Bergner, T. and Devan, K. S. and Read, C. and Walther, P. and Ropinski, T. and Hermosilla, P.},journal={International Conference on Learning Representations (ICLR)},year={2024},}
Lang3DSG: Language-based contrastive pre-training for 3D scene graph prediction
S. Koch, P. Hermosilla, N. Vaskevicius, M. Colosi, and T. Ropinski
@article{koch2024lang3dsg,title={Lang3DSG: Language-based contrastive pre-training for 3D scene graph prediction},author={Koch, S. and Hermosilla, P. and Vaskevicius, N. and Colosi, M. and Ropinski, T.},journal={International Conference on 3D Vision (3DV)},year={2024},}
G-Style: Stylized Gaussian Splatting
A. S. Kovacs, P. Hermosilla, and R. G. Raidou
Computer Graphics Forum (Proc. Pacific Graphics) 2024
@article{kovacs2024gstyle,title={G-Style: Stylized Gaussian Splatting},author={Kovacs, A. S. and Hermosilla, P. and Raidou, R. G.},journal={Computer Graphics Forum (Proc. Pacific Graphics)},year={2024},}
Surface-aware Mesh Texture Synthesis with Pre-trained 2D CNNs
@article{kovacs2024meshtexsynth,title={Surface-aware Mesh Texture Synthesis with Pre-trained 2D CNNs},author={Kovacs, A. S. and Hermosilla, P. and Raidou, R. G.},journal={Computer Graphics Forum (Proc. Eurographics)},year={2024},}
SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction
S. Koch, P. Hermosilla, N. Vaskevicius, M. Colosi, and T. Ropinski
Winter Conference on Applications of Computer Vision (WACV) 2024
@article{koch2024sgrec3d,title={SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction},author={Koch, S. and Hermosilla, P. and Vaskevicius, N. and Colosi, M. and Ropinski, T.},journal={Winter Conference on Applications of Computer Vision (WACV)},year={2024},}
FATE: Feature-Agnostic Transformer-Based Encoder for Learning Generalized Embedding Spaces in Flow Cytometry Data
L. Weijler, F. Kowarsch, M. Reiter, P. Hermosilla, M. Maurer-Granofszky, and M. Dworzak
Winter Conference on Applications of Computer Vision (WACV) 2024
@article{weijler2024fate,author={Weijler, L. and Kowarsch, F. and Reiter, M. and Hermosilla, P. and Maurer-Granofszky, M. and Dworzak, M.},journal={Winter Conference on Applications of Computer Vision (WACV)},year={2024},}
PPSurf: Combining Patches and Point Convolutions for Detailed Surface Reconstruction
P. Erler, L. Fuentes-Perez, P. Hermosilla, P. Guerrero, R. Pajarola, and M. Wimmer
@article{erler2024ppsurf,title={PPSurf: Combining Patches and Point Convolutions for Detailed Surface Reconstruction},author={Erler, P. and Fuentes-Perez, L. and Hermosilla, P. and Guerrero, P. and Pajarola, R. and Wimmer, M.},journal={Computer Graphics Forum},year={2024},}
HPSCAN: Human Perception-Based Scattered Data Clustering
S. Hartwig, C. Onzenoodt, D. Engel, P. Hermosilla, and T. Ropinski
@article{hartwig2024hpscan,title={HPSCAN: Human Perception-Based Scattered Data Clustering},author={Hartwig, S. and Onzenoodt, C. and Engel, D. and Hermosilla, P. and Ropinski, T.},journal={Computer Graphics Forum},year={2024},}
On the importance of local and global feature learning for automated measurable residual disease detection in flow cytometry data
L. Weijler, M. Reiter, P. Hermosilla, M. Maurer-Granofszky, and M. Dworzak
International Conference on Pattern Recognition (ICPR) 2024
@article{weijler2024gcn,author={Weijler, L. and Reiter, M. and Hermosilla, P. and Maurer-Granofszky, M. and Dworzak, M.},title={On the importance of local and global feature learning for automated measurable residual disease detection in flow cytometry data},journal={International Conference on Pattern Recognition (ICPR)},year={2024},}
2023
Weakly-Supervised Optical Flow Estimation for Time-of-Flight
M. Schelling, P. Hermosilla, and T. Ropinski
Winter Conference on Applications of Computer Vision (WACV) 2023
@article{shelling2023temptof,title={Weakly-Supervised Optical Flow Estimation for Time-of-Flight},author={Schelling, M. and Hermosilla, P. and Ropinski, T.},journal={Winter Conference on Applications of Computer Vision (WACV)},year={2023},}
@article{hermosilla2022variance,title={Variance-Aware Weight Initialization for Point Convolutional Neural Networks},author={Hermosilla, P. and Schelling, M. and Ritschel, T. and Ropinski, T.},journal={European Conference on Computer Vision (ECCV) },year={2022},}
Clean Implicit 3D Structure from Noisy 2D STEM Images
H. Kniesel, T. Ropinski, T. Bergner, K. Shaga Devan, C. Read, P. Walther, T. Ritschel, and P. Hermosilla
Conference on Computer Vision and Pattern Recognition (CVPR) 2022
@article{kniesel2022em,title={Clean Implicit 3D Structure from Noisy 2D STEM Images},author={Kniesel, H. and Ropinski, T. and Bergner, T. and Shaga Devan, K. and Read, C. and Walther, P. and Ritschel, T. and Hermosilla, P.},journal={Conference on Computer Vision and Pattern Recognition (CVPR)},year={2022},}
RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising
M. Schelling, P. Hermosilla, and T. Ropinski
Conference on Computer Vision and Pattern Recognition (CVPR) 2022
@article{schelling2022radu,title={RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising},author={Schelling, M. and Hermosilla, P. and Ropinski, T.},journal={Conference on Computer Vision and Pattern Recognition (CVPR)},year={2022},}
Gaussian Mixture Convolution Networks
A. Celarek, P. Hermosilla, B. Kerbl, T. Ropinski, and M. Wimmer
International Conference on Learning Representations (ICLR) 2022
@article{celarek2022gmc,title={Gaussian Mixture Convolution Networks},author={Celarek, A. and Hermosilla, P. and Kerbl, B. and Ropinski, T. and Wimmer, M.},journal={International Conference on Learning Representations (ICLR)},year={2022},}
Learning Human Viewpoint Preferences from Sparsely Annotated Models
S. Hartwig, M. Schelling, C. v. Onzenoodt, P.-P. Vázquez, P. Hermosilla, and T. Ropinski
@article{hartwig2022viewpoint,title={Learning Human Viewpoint Preferences from Sparsely Annotated Models},author={Hartwig, S. and Schelling, M. and Onzenoodt, C. v. and Vázquez, P.-P. and Hermosilla, P. and Ropinski, T.},journal={Computer Graphics Forum},year={2022},}
Contrastive Representation Learning for 3D Protein Structures
@article{hermosilla2022contrastive,title={Contrastive Representation Learning for 3D Protein Structures},author={Hermosilla, P. and Ropinski, T.},journal={Pre-print},year={2022},}
2021
Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures
P. Hermosilla, M. Schaefer, M. Lang, G. Fackelmann, P.-P. Vazquez, B. Kozlikova, M. Krone, T. Ritschel, and T. Ropinski
International Conference on Learning Representations (ICLR) 2021
@article{hermosilla2021ieconv,title={Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures},author={Hermosilla, P. and Schaefer, M. and Lang, M. and Fackelmann, G. and Vazquez, P.-P. and Kozlikova, B. and Krone, M. and Ritschel, T. and Ropinski, T.},journal={International Conference on Learning Representations (ICLR)},year={2021},}
Enabling Viewpoint Learning through Dynamic Label Generation
@article{schelling2021viewpoint,title={Enabling Viewpoint Learning through Dynamic Label Generation},author={Schelling, M. and Hermosilla, P. and Ropinski, T.},journal={Computer Graphics Forum (Proc. Eurographics)},year={2021},}
Data-Driven Deep Density Estimation
P. Puchert, P. Hermosilla, T. Ritschel, and T. Ropinski
@article{puchert2021density,title={Data-Driven Deep Density Estimation},author={Puchert, P. and Hermosilla, P. and Ritschel, T. and Ropinski, T.},journal={Neural Computing and Applications},year={2021},}
2020
Void Space Surfaces to Convey Depth in Vessel Visualization
J. Kreiser, P. Hermosilla, and T. Ropinski
IEEE Transactions on Visualization and Computer Graphics 2020
@article{kreiser2020void,title={Void Space Surfaces to Convey Depth in Vessel Visualization},author={Kreiser, J. and Hermosilla, P. and Ropinski, T.},journal={IEEE Transactions on Visualization and Computer Graphics},year={2020},}
Real-Time Visualization of 3D Amyloid-Beta Fibrils from 2D Cryo-EM Density Maps
H. Kniesel, T. Ropinski, and P. Hermosilla
Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) 2020
@article{kniesel2020beta,title={Real-Time Visualization of 3D Amyloid-Beta Fibrils from 2D Cryo-EM Density Maps},author={Kniesel, H. and Ropinski, T. and Hermosilla, P.},journal={Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)},year={2020},}
2019
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning
P. Hermosilla, T. Ritschel, and T. Ropinski
International Conference on Computer Vision (ICCV) 2019
@article{hermosilla2019denoising,title={Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning},author={Hermosilla, P. and Ritschel, T. and Ropinski, T.},journal={International Conference on Computer Vision (ICCV)},year={2019},}
Deep-learning the Latent Space of Light Transport
P. Hermosilla, S. Maisch, T. Ritschel, and T. Ropinski
@article{hermosilla2019light,title={Deep-learning the Latent Space of Light Transport},author={Hermosilla, P. and Maisch, S. and Ritschel, T. and Ropinski, T.},journal={Computer Graphics Forum (Proc. EGSR)},year={2019},}
Visualization of Large Molecular Trajectories
D. Duran, P. Hermosilla, T. Ropinski, B. Kozlikova, A. Vinacua, and P.-P. Vazquez
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEEVis) 2019
@article{duran2019mol,title={Visualization of Large Molecular Trajectories},author={Duran, D. and Hermosilla, P. and Ropinski, T. and Kozlikova, B. and Vinacua, A. and Vazquez, P.-P.},journal={IEEE Transactions on Visualization and Computer Graphics (Proc. IEEEVis)},year={2019},}
2018
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds
P. Hermosilla, T. Ritschel, P.-P. Vazquez, A. Vinacua, and T. Ropinski
ACM Transactions on Graphics (Proc. SIGGRAPH Asia) 2018
@article{hermosilla2018mcconv,title={Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds},author={Hermosilla, P. and Ritschel, T. and Vazquez, P.-P. and Vinacua, A. and Ropinski, T.},journal={ACM Transactions on Graphics (Proc. SIGGRAPH Asia)},year={2018},}
A General Illumination Model for Molecular Visualization
P. Hermosilla, P.-P. Vazquez, A. Vinacua, and T. Ropinski
@article{hermosilla2018molilu,title={A General Illumination Model for Molecular Visualization},author={Hermosilla, P. and Vazquez, P.-P. and Vinacua, A. and Ropinski, T.},journal={Computer Graphics Forum (Proc. EuroVis)},year={2018},}
Visual Analysis of Protein-Ligand Interactions
P.-P. Vazquez, P. Hermosilla, V. Guallar, J. Estrada, and A. Vinacua
@article{vazquez2018molviz,title={Visual Analysis of Protein-Ligand Interactions},author={Vazquez, P.-P. and Hermosilla, P. and Guallar, V. and Estrada, J. and Vinacua, A.},journal={Computer Graphics Forum (Proc. EuroVis)},year={2018},}
Improving Perception of Molecular Surface Visualization by Incorporating Translucency Effects
P. Hermosilla, S. Maisch, P.-P. Vazquez, and T. Ropinski
Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) 2018
@article{hermosilla2018transpmol,title={Improving Perception of Molecular Surface Visualization by Incorporating Translucency Effects},author={Hermosilla, P. and Maisch, S. and Vazquez, P.-P. and Ropinski, T.},journal={Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)},year={2018},}
2017
Physics-Based Visual Characterization of Molecular Interaction Forces
P. Hermosilla, J. Estrada, V. Guallar, T. Ropinski, A. Vinacua, and P.-P. Vazquez
IEEE Transactions on Visualization and Computer Graphics (Proc. IEEEVis) 2017
@article{hermosilla2017physics,title={Physics-Based Visual Characterization of Molecular Interaction Forces},author={Hermosilla, P. and Estrada, J. and Guallar, V. and Ropinski, T. and Vinacua, A. and Vazquez, P.-P.},journal={IEEE Transactions on Visualization and Computer Graphics (Proc. IEEEVis)},year={2017},}
Interactive GPU-based Generation of Solvent-Excluded Surfaces
P. Hermosilla, M. Krone, V. Guallar, P.-P. Vazquez, A. Vinacua, and T. Ropinski
@article{hermosilla2017SES,title={Interactive GPU-based Generation of Solvent-Excluded Surfaces},author={Hermosilla, P. and Krone, M. and Guallar, V. and Vazquez, P.-P. and Vinacua, A. and Ropinski, T.},journal={The Visual Computer},year={2017},}
2016
High Quality Illustrative Effects for Molecular Rendering
P. Hermosilla, V. Guallar, A. Vinacua, and P.-P. Vazquez
@article{hermosilla2016highqua,title={High Quality Illustrative Effects for Molecular Rendering},author={Hermosilla, P. and Guallar, V. and Vinacua, A. and Vazquez, P.-P.},journal={Computer \& Graphics},year={2016},}
Interactive Inspection of Complex Multi-Object Industrial Assemblies
O. Argudo, I. Besora, P. Brunet, C. Creus, P. Hermosilla, I. Navazo, and A. Vinacua
@article{argudo2016industrial,title={Interactive Inspection of Complex Multi-Object Industrial Assemblies},author={Argudo, O. and Besora, I. and Brunet, P. and Creus, C. and Hermosilla, P. and Navazo, I. and Vinacua, A.},journal={Computer Aided-Design},year={2016},}
2015
Instant Visualization of Secondary Structures of Molecular Models
P. Hermosilla, V. Guallar, A. Vinacua, and P.-P. Vazquez
Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM) 2015
@article{hermosilla2015secstruct,title={Instant Visualization of Secondary Structures of Molecular Models},author={Hermosilla, P. and Guallar, V. and Vinacua, A. and Vazquez, P.-P.},journal={Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)},year={2015},}
@article{hermosilla2010npr,title={NPR Techniques on the Geometry Shader},author={Hermosilla, P. and Vazquez, P.-P.},journal={GPU Pro, Chapter 3: Rendering Techniques},year={2010},}
@article{hermosilla2009edges,title={Single Pass GPU Stylized Edges},author={Hermosilla, P. and Vazquez, P.-P.},journal={Iberoamerican Symposium in Computer Graphics},year={2009},}