Publications

Pasquale Cascarano, Lorenzo Stacchio, Alessandro Sebastiani, Alessandro Benfenati, Ulugbek S. Kamilov, Gustavo Marfia (2026). RELD: Regularization by Latent Denoising. IEEE SPL.

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Emanuele Balloni, Lorenzo Stacchio, Marina Paolanti, Primo Zingaretti, Roberto Pierdicca (2026). Orchestrating Generative AI Paradigms with Human-In-The-Loop for 3D Generation. IEEE TVCG.

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Christel Sirocchi, Lorenzo Stacchio, Lucia Migliorelli, Emanuele Frontoni, Adriano Mancini (2026). XaRNold: Assessing the Role of Virtual Humans in Immersive Fitness Environments with Aligned Flat, Multi-View, and 3D Parametric Visual Instruction Guidance. Virtual Reality.

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Elisa Saraceni, Lucia Migliorelli, Emanuele Frontoni, Lorenzo Stacchio (2026). Beyond screen time: analyzing the discrepancy between objective and perceived smartphone usage in adolescents. Frontiers CS.

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Shirin Hajahmadi, Pasquale Cascarano, Lorenzo Stacchio, Alessandro Giacché, Gustavo Marfia (2026). Voice-augmented extended reality digital twin instruction: the case of the Rubik's Cube. Virtual Reality.

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Lorenzo Stacchio, Lorenzo Nepi, Marina Paolanti, Roberto Pierdicca (2025). RSplitZero: generalized zero-shot learning in remote sensing across attribute splits with single and multi-modal representations. IJDE.

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Luca Asunis, Vincenzo Armandi, Lorenzo Stacchio, Pasquale Cascarano, Giulio Augello, Silvano Carradori, Andrea Loretti, Jacopo Meglioraldi, Giacomo Vallasciani, Gustavo Marfia (2025). CRoCs-XR: A cross-reality collaborative experience for fashion X-commerce via virtual and augmented reality. ISMAR-W.

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Antonio Santo Catinello, Matteo Dunnhofer, Giovanni Maria Farinella, Emanuele Frontoni, Antonino Furnari, Christian Micheloni, Marina Paolanti, Rocco Pietrini, Domenico Salierno, Lorenzo Stacchio, Asim Yaar (2025). Ego and Exo Views for an Object-Level Human Behavior Analysis and Understanding Through Tracking in Retail Spaces. ICIAP.

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Michele Giordano, Daniele Berardini, Emanuele Frontoni, Primo Zingaretti, Lorenzo Stacchio (2025). A Modular and Efficient Framework for the Development of Large Language Model-Based Virtual Humans: An Educational Scenario. ICIAP.

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Vincenzo Armandi, Lorenzo Stacchio, Pasquale Cascarano, Shirin Hajahmadi, Lorenzo Donatiello, Gustavo Marfia (2025). An Augmented Outdoor Workout System for Jogging and Calisthenics Support. Frontiers VR.

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Silvia Garzarella, Lorenzo Stacchio, Pasquale Cascarano, Allegra De Filippo, Elena Cervellati, Gustavo Marfia (2025). A Large Reconstruction Model Driven Approach to Support Humans in Digitization of Dance Visual Material into 3D environments. CEUR-WS.

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Emanuele Balloni, Lorenzo Stacchio, Adriano Mancini, Emanuele Frontoni, Primo Zingaretti, Marina Paolanti (2025). A Neural Rendering system for fashion design process. EAAI.

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Ettore Santarnecchi, Emanuele Balloni, Marina Paolanti, Emanuele Frontoni, Lorenzo Stacchio, Primo Zingaretti, Roberto Pierdicca (2025). MineVRA: Exploring the Role of Generative AI-Driven Content Development in XR Environments through a Context-Aware Approach. IEEE TVCG.

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Vincenzo Armandi, Andrea Loretti, Lorenzo Stacchio, Pasquale Cascarano, Gustavo Marfia (2025). Multi-Modal Large Language Model driven Augmented Reality Situated Visualization: the Case of Wine Recognition. WACV.

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Lorenzo Stacchio, Marina Paolanti, Francesca Spigarelli, Emanuele Frontoni (2025). Deep Armocromia: A novel dataset for face seasonal color analysis and classification. ECCV Workshops.

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Emanuele Balloni, Lorenzo Stacchio, Lucrezia Gorgoglione, Marina Paolanti, Roberto Pierdicca, Adriano Mancini, Emanuele Frontoni, Primo Zingaretti (2025). A data-centric module for neural rendering. ECCV Workshops.

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Lorenzo Stacchio, Emanuele Balloni, Lucrezia Gorgoglione, Adriano Mancini, Benedetta Giovanola, Simona Tiribelli, Primo Zingaretti (2024). An ethical framework for trustworthy Neural Rendering applied in cultural heritage and creative industries. Frontiers CS.

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Lorenzo Stacchio, Roberto Pierdicca, Marina Paolanti, Primo Zingaretti, Emanuele Frontoni, Benedetta Giovanola, Simona Tiribelli (2024). XRAI-Ethics: Towards a Robust Ethical Analysis Framework for Extended Artificial Intelligence. ISMAR-Adjunct.

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Silvia Garzarella, Lorenzo Stacchio, Pasquale Cascarano, Allegra De Filippo, Elena Cervellati, Gustavo Marfia (2024). Preserving and Annotating Dance Heritage Material through Deep Learning Tools: A Case Study on Rudolf Nureyev. ECAI Workshop on Artificial Intelligence and Creativity (CREAI).

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Shirin Hajahmadi, Lorenzo Stacchio, Alessandro Giacché, Pasquale Cascarano, Gustavo Marfia (2024). Investigating eXtended Reality-powered Digital Twins for sequential instruction learning: the case of the Rubik's cube. ISMAR.

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Lorenzo Stacchio, Emanuele Balloni, Lucrezia Gorgoglione, Marina Paolanti, Emanuele Frontoni, Roberto Pierdicca (2024). X-NR: Towards An Extended Reality-Driven Human Evaluation Framework for Neural-Rendering. International Conference on Extended Reality (XR Salento).

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Giacomo Vallasciani, Lorenzo Stacchio, Pasquale Cascarano, Gustavo Marfia (2024). CreAIXR: Fostering Creativity with Generative AI in XR environments. IEEE MetaCom.

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Lorenzo Stacchio, Alessia Angeli, Giuseppe Lisanti, Gustavo Marfia (2024). Analyzing cultural relationships visual cues through deep learning models in a cross-dataset setting. NCAA.

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Lorenzo Stacchio, Giacomo Vallasciani, Giulio Augello, Silvano Carradori, Pasquale Cascarano, Gustavo Marfia (2024). WiXaRd: Towards a holistic distributed platform for multi-party and cross-reality WebXR experiences. IEEE VRW.

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Lorenzo Stacchio, Giuseppe Di Maria, Gustavo Marfia (2024). Flying in XR: Bridging Desktop Applications in eXtended Reality through Deep Learning. IEEE VRW.

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Lorenzo Stacchio, Silvia Garzarella, Pasquale Cascarano, Allegra De Filippo, Elena Cervellati, Gustavo Marfia (2024). DanXe: An extended artificial intelligence framework to analyze and promote dance heritage. DAACH.

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Lorenzo Stacchio, Vincenzo Armandi, Shirin Hajahmadi, Lorenzo Donatiello, Gustavo Marfia (2024). M-AGEW: Empowering Outdoor Workouts with Data-Driven Augmented Reality Assistance. IEEE AIxVR.

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Claudia Scorolli, Eduardo Naddei Grasso, Lorenzo Stacchio, Vincenzo Armandi, Giovanni Matteucci, Gustavo Marfia (2023). Would you rather come to a tango concert in theater or in VR? Aesthetic emotions & social presence in musical experiences, either live, 2D or 3D. CHB.

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Giuseppe Di Maria, Lorenzo Stacchio, Gustavo Marfia (2023). Unity-VRlines: Towards a Modular eXtended Reality Unity Flight Simulator. IFIP-ICEC.

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Lorenzo Stacchio, Claudia Scorolli, Gustavo Marfia (2023). Evaluating Human Aesthetic and Emotional Aspects of 3D generated content through eXtended Reality. AIxIA 2023 Workshop on Artificial Intelligence and Creativity (CREAI).

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Luca Asunis, Andrea Cirina, Lorenzo Stacchio, Gustavo Marfia (2023). HOCTOPUS: An Open-Source Cross-Reality tool to Augment Live-Streaming Remote Classes. ISMAR-Adjunct.

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Alessia Angeli, Lorenzo Stacchio, Lorenzo Donatiello, Alessandro Giacché, Gustavo Marfia (2023). Making paper labels smart for augmented wine recognition. TVC.

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Lorenzo Stacchio, Vincenzo Armandi, Lorenzo Donatiello, Gustavo Marfia (2023). AnnHoloTator: A Mixed Reality Collaborative Platform for Manufacturing Work Instruction Interaction. IEEE VRW.

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Elena Morotti, Lorenzo Stacchio, Lorenzo Donatiello, Marco Roccetti, Jari Tarabelli, Gustavo Marfia (2022). Exploiting fashion x-commerce through the empowerment of voice in the fashion virtual reality arena: Integrating voice assistant and virtual reality technologies for fashion communication. Virtual Reality.

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Lorenzo Stacchio, Alessia Angeli, Giuseppe Lisanti, Daniela Calanca, Gustavo Marfia (2022). Toward a Holistic Approach to the Socio-historical Analysis of Vernacular Photos. ACM TOMM.

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Lorenzo Stacchio, Alessia Angeli, Lorenzo Donatiello, Alessandro Giacché, Gustavo Marfia (2022). Rethinking Augmented Wine Recognition. ISMAR-Adjunct.

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Lorenzo Stacchio, Alessia Angeli, Giuseppe Lisanti, Gustavo Marfia (2022). Searching for cultural relationships through deep learning models. 1st International Virtual Conference on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding (VIPERC).

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Lorenzo Stacchio, Alessia Angeli, Giuseppe Lisanti, Gustavo Marfia (2022). Applying deep learning approaches to mixed quantitative-qualitative analyses. ACM GoodIT.

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Luciano Bononi, Lorenzo Donatiello, Danila Longo, Martina Massari, Federico Montori, Lorenzo Stacchio, Gustavo Marfia (2022). Digital twin collaborative platforms: Applications to humans-in-the-loop crafting of urban areas. IEEE Consumer Electronics Magazine, IEEE.

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Lorenzo Stacchio, Alessia Angeli, Gustavo Marfia (2022). Empowering digital twins with extended reality collaborations. Virtual Reality.

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Lorenzo Stacchio, Michele Perlino, Ulderico Vagnoni, Federica Sasso, Claudia Scorolli, Gustavo Marfia (2022). Who will Trust my Digital Twin? Maybe a Clerk in a Brick and Mortar Fashion Shop. IEEE VRW.

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Lorenzo Stacchio, Alessia Angeli, Shirin Hajahmadi, Gustavo Marfia (2021). Revive family photo albums through a collaborative environment exploiting the HoloLens 2. ISMAR-Adjunct.

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Lorenzo Stacchio, Alessia Angeli, Gustavo Marfia (2021). Empowering Locksmith Crafts via Mobile Augmented Reality. ACM GoodIT.

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Lorenzo Stacchio, Shirin Hajahmadi, Gustavo Marfia (2021). Preserving family album photos with the hololens 2. IEEE VRW.

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