| 2025 | ICCV | CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation. | Elena Beln Bueno-Benito, Mariella Dimiccoli |
| 2024 | ICASSP | 3M-Transformer: A Multi-Stage Multi-Stream Multimodal Transformer for Embodied Turn-Taking Prediction. | Mehdi Fatan, Emanuele Mincato, Dimitra Pintzou, Mariella Dimiccoli |
| 2024 | ICPR | 2by2: Weakly-Supervised Learning for Global Action Segmentation. | Elena Beln Bueno-Benito, Mariella Dimiccoli |
| 2023 | CVPR | Leveraging triplet loss for unsupervised action segmentation. | Elena Beln Bueno-Benito, Biel Tura Vecino, Mariella Dimiccoli |
| 2022 | CHI | Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning. | Wencan Zhang, Mariella Dimiccoli, Brian Y. Lim |
| 2022 | IBPRIA | Visual Event-Based Egocentric Human Action Recognition. | Francisco J. Moreno-Rodrguez, V. Javier Traver, Francisco Barranco, Mariella Dimiccoli, Filiberto Pla |
| 2022 | IROS | Recognizing object surface material from impact sounds for robot manipulation. | Mariella Dimiccoli, Shubhan P. Patni, Matej Hoffmann, Francesc Moreno-Noguer |
| 2021 | EMNLP | Learning grounded word meaning representations on similarity graphs. | Mariella Dimiccoli, Herwig Wendt, Pau Batlle Franch |
| 2021 | ICCV | Graph Constrained Data Representation Learning for Human Motion Segmentation. | Mariella Dimiccoli, Llus Garrido, Guillem Rodrguez Corominas, Herwig Wendt |
| 2021 | ICIP | Interaction-GCN: A Graph Convolutional Network Based Framework for Social Interaction Recognition in Egocentric Videos. | Simone Felicioni, Mariella Dimiccoli |
| 2020 | ICPR | Modeling Long-Term Interactions to Enhance Action Recognition. | Alejandro Cartas, Petia Radeva, Mariella Dimiccoli |
| 2020 | ICPR | Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams. | Alejandro Cartas, Estefana Talavera, Petia Radeva, Mariella Dimiccoli |
| 2019 | ICIP | Social Relation Recognition in Egocentric Photostreams. | Emanuel Snchez Aimar, Petia Radeva, Mariella Dimiccoli |
| 2019 | ICIP | Enhancing Temporal Segmentation by Nonlocal Self-Similarity. | Mariella Dimiccoli, Herwig Wendt |
| 2018 | ECCV | Learning Event Representations by Encoding the Temporal Context. | Catarina Dias, Mariella Dimiccoli |
| 2017 | IBPRIA | Recognizing Activities of Daily Living from Egocentric Images. | Alejandro Cartas, Juan Marn, Petia Radeva, Mariella Dimiccoli |
| 2017 | IBPRIA | Leveraging Activity Indexing for Egocentric Image Retrieval. | Gabriel Oliveira-Barra, Mariella Dimiccoli, Petia Radeva |
| 2017 | ICIP | All the people around me: Face discovery in egocentric photo-streams. | Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva |
| 2016 | ICPR | With whom do I interact? Detecting social interactions in egocentric photo-streams. | Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva |
| 2015 | IBPRIA | R-Clustering for Egocentric Video Segmentation. | Estefana Talavera, Mariella Dimiccoli, Marc Bolaos, Maedeh Aghaei, Petia Radeva |
| 2015 | ICMV | Towards social interaction detection in egocentric photo-streams. | Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva |
| 2009 | ICASSP | Exploiting T-junctions for depth segregation in single images. | Mariella Dimiccoli, Philippe Salembier |
| 2009 | ICIP | Hierarchical region-based representation for segmentation and filtering with depth in single images. | Mariella Dimiccoli, Philippe Salembier |
| 2007 | ISMM | Perceptual filtering with connected operators and image inpainting. | Mariella Dimiccoli, Philippe Salembier |
| 2007 | VCIP | Geometrical image filtering with connected operators and image inpainting. | Mariella Dimiccoli, Philippe Salembier |