1. Silvio Giancola, Anthony Cioppa, Bernard Ghanem, and Marc Van Droogenbroeck. Deep learning for action spotting in association football videos, volume 9 of Series in Computer Vision, chapter 2.5, pages 427-459. World Scientific, July 2025. Keyword(s): Soccer, Action spotting, Deep learning, Challenge, SoccerNet. [bibtex-entry]



2. Enzo D'Armenio, Maria Giulia Dondero, Adrien Deliège, and Alessandro Sarti. For a Semiotic Approach to Generative Image AI: On Compositional Criteria. Semiotic Review, 9, April 2025. Keyword(s): Semiotics, Composition. [bibtex-entry]



3. Adrien Deliège, Maria Giulia Dondero, and Enzo D'Armenio. Revisiting Wölfflin in the Age of AI: A Study of Classical and Baroque Composition in Generative Models. Journal of Imaging, 11(5):1-23, April 2025. Keyword(s): GenAI, Semiotics. [bibtex-entry]



4. Adrien Deliège, Jeanne Marlot, Marc Van Droogenbroeck, and Maria Giulia Dondero. How Good Is the Machine at the Imitation Game? On Stylistic Characteristics of AI-Generated Images. Journal of Imaging, 11(12):1-21, December 2025. Keyword(s): Semiotics, Text-to-image generation, Generative AI, Midjourney, Stylistic fidelity, Art movement. [bibtex-entry]



5. Silvio Giancola, Anthony Cioppa, Marc Gutiérrez-Pérez, Jan Held, Carlos Hinojosa, Victor Joos, Arnaud Leduc, Floriane Magera, Karen Sanchez, Vladimir Somers, Artur Xarles, Antonio Agudo, Alexandre Alahi, Olivier Barnich, Albert Clapés, Christophe De Vleeschouwer, Sergio Escalera, Bernard Ghanem, Thomas B. Moeslund, Marc Van Droogenbroeck, and et al.. SoccerNet 2025 Challenges Results. arXiv, abs/2508.19182, 2025. Keyword(s): SoccerNet, Challenge. [bibtex-entry]



6. Quentin Guidosse, Johanna Breyne, Anthony Cioppa, Kevin Maréchal, Ulysse Rubens, Marc Van Droogenbroeck, and Marc Dufrêne. Combining camera traps and artificial intelligence for monitoring visitor frequencies in natural areas: Lessons from a case study in the Belgian Ardenne. Journal of Outdoor Recreation and Tourism, 49:1-16, March 2025. Keyword(s): Camera, Trap, Artificial Intelligence, Tourism, Belgian Ardenne. [bibtex-entry]



7. Jan Held, Sanghyun Son, Renaud Vandeghen, Daniel Rebain, Matheus Gadelha, Yi Zhou, Anthony Cioppa, Ming C. Lin, Marc Van Droogenbroeck, and Andrea Tagliasacchi. MeshSplatting: Differentiable Rendering with Opaque Meshes. arXiv, abs/2512.06818, 2025. Keyword(s): Mesh, Splatting, Rendering. [bibtex-entry]



8. Jan Held, Renaud Vandeghen, Sanghyun Son, Daniel Rebain, Matheus Gadelha, Yi Zhou, Ming C. Lin, Marc Van Droogenbroeck, and Andrea Tagliasacchi. Triangle Splatting+: Differentiable Rendering with Opaque Triangles. arXiv, abs/2509.25122, 2025. Keyword(s): Triangle, Splatting, Rendering. [bibtex-entry]



9. Maxim Henry, Adrien Deliège, Anthony Cioppa, and Marc Van Droogenbroeck. LinDeps: A Fine-tuning Free Post-Pruning Method to Remove Layer-Wise Linear Dependencies with Guaranteed Performance Preservation. ArXiv, abs/2507.21573, 2025. Keyword(s): Pruning, Segmentation, CNN. [bibtex-entry]



10. Drishya Karki, Merey Ramazanova, Anthony Cioppa, Silvio Giancola, and Bernard Ghanem. Pixels or Positions? Benchmarking Modalities in Group Activity Recognition. arxiv, abs/2511.12606, 2025. Keyword(s): Group activity, Camera calibration, World Cup, SoccerNet-GAR, Tracking, Graph. [bibtex-entry]



11. Raphaël La Rocca, Anthony Cioppa, Enrico Ferrarini, Monica Höfte, Marc Van Droogenbroeck, Edwin De Pauw, Gauthier Eppe, and Loïc Quinton. Relational Graph Convolutional Network for Robust Mass Spectrum Classification. Journal of the American Society for Mass Spectrometry, 36(10):2036-2047, September 2025. Keyword(s): Graph convolutional network, Mass spectrometry, Classification, Defect. [bibtex-entry]



12. Sébastien Piérard, Adrien Deliège, and Marc Van Droogenbroeck. Multi-domain performance analysis with scores tailored to user preferences. arXiv, abs/2512.08715, 2025. Keyword(s): Performance, Multi-domain, Score, Evaluation. [bibtex-entry]



13. Sébastien Piérard, Adrien Deliège, and Marc Van Droogenbroeck. What Is the Optimal Ranking Score Between Precision and Recall? We Can Always Find It and It Is Rarely F1. arXiv, abs/2511.22442, 2025. Keyword(s): Performance, Ranking, Classification, Detection, Precision, Recall, F1. [bibtex-entry]



14. Victor Rong, Jan Held, Victor Chu, Daniel Rebain, Marc Van Droogenbroeck, Kiriakos N. Kutulakos, Andrea Tagliasacchi, and David B. Lindell. Nexels: Neurally-Textured Surfels for Real-Time Novel View Synthesis with Sparse Geometries. arXiv, abs/2512.13796, 2025. Keyword(s): Novel-view synthesis, Texture, Splatting, Rendering. [bibtex-entry]

1. Håkan Ardö, Mikael Nilsson, Anthony Cioppa, Floriane Magera, Silvio Giancola, Haochen Liu, Bernard Ghanem, and Marc Van Droogenbroeck. Spiideo SoccerNet SynLoc: Single Frame World Coordinate Athlete Detection and Localization with Synthetic Data. In International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIAPP), volume 2, Porto, Portugal, pages 278-285, February 2025. SCITEPRESS - Science and Technology Publications. Keyword(s): Soccer, Dataset, Synthetic, Player, Human, Detection, Localization, SoccerNet. [bibtex-entry]



2. Enzo D'Armenio, Adrien Deliège, and Maria Giulia Dondero. A Semiotic Methodology for Assessing the Compositional Effectiveness of Generative Text-to-Image Models (Midjourney and DALLE). In European Conference on Computer Vision Workshops (ECCV Workshops), volume 15644 of Lecture Notes in Computer Science, Milan, Italy, pages 112-127, 2025. Springer Nature Switzerland. Keyword(s): Semiotics, Composition, Generative AI, Midjourney, DALLE, Art. [bibtex-entry]



3. Mohamad Dalal, Artur Xarles, Anthony Cioppa, Silvio Giancola, Marc Van Droogenbroeck, Bernard Ghanem, Albert Clapés, Sergio Escalera, and Thomas B. Moeslund. Action Anticipation from SoccerNet Football Video Broadcasts. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Nashville, Tennessee, USA, pages 6070-6081, June 2025. Keyword(s): Action, Anticipation, SoccerNet. [bibtex-entry]



4. Adrien Deliège and Maria Giulia Dondero. Similar Paintings Retrieval from Individual and Multiple Poses. In European Conference on Computer Vision Workshops (ECCV Workshops), Lecture Notes in Computer Science, Milan, Italy, pages 17-32, 2025. Springer Nature Switzerland. Keyword(s): Painting, Art, Pose, Retrieval. [bibtex-entry]



5. Victor Gaspar, Anthony Cioppa, Jan Held, Silvio Giancola, Marc Braham, Adrien Deliège, Benard Ghanem, and Marc Van Droogenbroeck. An End-to-End Pipeline for Virtual Banner Replacement in Football Broadcasts. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Nashville, Tennessee, USA, pages 5872-5883, June 2025. IEEE. Keyword(s): Soccer, Football, Banner, Augmented reality. [bibtex-entry]



6. Anaïs Halin, Adrien Deliège, Christel Devue, and Marc Van Droogenbroeck. Gaze-Based Indicators of Driver Cognitive Distraction: Effects of Different Traffic Conditions and Adaptive Cruise Control Use. In Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Brisbane, Australia, pages 151-156, September 2025. ACM. Keyword(s): Driver state, Cognitive distraction, Workload, Indicators, Gaze parameters, Percent road center, Gaze dispersion, Simulator study, Driving automation, Adaptive cruise control, Driving environment complexity, Traffic conditions. [bibtex-entry]



7. Anaïs Halin, Christel Devue, and Marc Van Droogenbroeck. DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving. In Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Brisbane, Australia, pages 47-52, September 2025. ACM. Keyword(s): Driving automation, Automation level, Vehicle engagement, Driver involvement, Driving environment complexity, Adaptive automation, Human-automation interaction, Cooperation, Risk assessment, Risk management. [bibtex-entry]



8. Anaïs Halin, Sébastien Piérard, Renaud Vandeghen, Benoît Gérin, Maxime Zanella, Martin Colot, Jan Held, Anthony Cioppa, Emmanuel Jean, Gianluca Bontempi, Saïd Mahmoudi, Benoît Macq, and Marc Van Droogenbroeck. Physically Interpretable Probabilistic Domain Characterization. In Asian Conference on Computer Vision Workshop, volume 15482 of Lecture Notes in Computer Science, pages 17-35, 2025. Keyword(s): Domain adaptation, Learning. [bibtex-entry]



9. Anaïs Halin, Marc Van Droogenbroeck, and Christel Devue. Are Electrodermal Activity-Based Indicators of Driver Cognitive Distraction Robust to Varying Traffic Conditions and Adaptive Cruise Control Use?. In Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Brisbane, Australia, pages 78-82, September 2025. ACM. Keyword(s): Driver state, Cognitive distraction, Workload, Indicator, Electrodermal activity, EDA, Skin Conductance, Simulator study, Driving automation, Adaptive cruise control, Driving environment complexity, Traffic conditions. [bibtex-entry]



10. Anaïs Halin, Marc Van Droogenbroeck, and Christel Devue. Effects of Cognitive Distraction and Driving Environment Complexity on Adaptive Cruise Control Use and its Impact on Driving Performance: A Simulator Study. In International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI), Brisbane, Australia, pages 231-241, September 2025. ACM. Keyword(s): Simulator study, Adaptive automation, Driving automation, Adaptive cruise control, Driver state, Cognitive distraction, Driving environment complexity, Traffic conditions, Driver monitoring, Human study. [bibtex-entry]



11. Jan Held, Anthony Cioppa, Silvio Giancola, Elaf Almahmoud, Katherine M. Collins, Umang Bhatt, Bernard Ghanem, and Marc Van Droogenbroeck. Enhancing Football Refereeing with AI: VARS and X-VARS for Assisted Decision-Making. In MathSport Conference, Luxembourg, June 2025. Keyword(s): Soccer, Football, Refereering, VARS, Artificial intelligence, Decision. [bibtex-entry]



12. Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Christel Devue, Bernard Ghanem, and Marc Van Droogenbroeck. Towards an AI-Powered Video Assistant Referee System (VARS) for Association Football. In Scandinavian Conference on Image Analysis (SCIA), volume 15725 of Lecture Notes in Computer Science, pages 295-309, 2025. Keyword(s): Soccer, Football, Human study, VAR, VARS, Assistant referee, Referee, Artificial intelligence. [bibtex-entry]



13. Jan Held, Renaud Vandeghen, Abdullah Hamdi, Adrien Deliège, Anthony Cioppa, Silvio Giancola, Andrea Vedaldi, Bernard Ghanem, and Marc Van Droogenbroeck. 3D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, pages 21360-21369, June 2025. Keyword(s): Convex splatting, Splatting. [bibtex-entry]



14. Shuming Liu, Chen Zhao, Fatimah Zohra, Mattia Soldan, Alejandro Pardo, Mengmeng Xu, Lama Alssum, Merey Ramazanova, Juan León Alcázar, Anthony Cioppa, Silvio Giancola, Carlos Hinojosa, and Bernard Ghanem. OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Nashville, Tennessee, USA, pages 2616-2626, June 2025. IEEE. Keyword(s): Action detection. [bibtex-entry]



15. Floriane Magera, Thomas Hoyoux, Olivier Barnich, and Marc Van Droogenbroeck. BroadTrack: Broadcast Camera Tracking for Soccer. In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona, USA, pages 6177-6187, February 2025. Keyword(s): Calibration, Camera, Video, Sports, Soccer. [bibtex-entry]



16. Floriane Magera, Thomas Hoyoux, Martin Castin, Olivier Barnich, Anthony Cioppa, and Marc Van Droogenbroeck. Can Geometry Save Central Views for Sports Field Registration?. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Nashville, Tennessee, USA, pages 6060-6069, June 2025. Keyword(s): Camera, Calibration, Video, Ellipse, Circle, Field registration, Sports, Soccer, SoccerNet. [bibtex-entry]



17. Sébastien Piérard, Adrien Deliège, Anaïs Halin, and Marc Van Droogenbroeck. A Methodology to Evaluate Strategies Predicting Rankings on Unseen Domains. In IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Workshop on Big Surveillance Data Analysis and Processing (BIG-Surv), Nantes, France, pages 1-6, June-July 2025. Keyword(s): Surveilance, Background subtraction, Ranking, Prediction, Evaluation, Performance. [bibtex-entry]



18. Sébastien Piérard, Anaïs Halin, Anthony Cioppa, Adrien Deliège, and Marc Van Droogenbroeck. Foundations of the Theory of Performance-Based Ranking. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, pages 14293-14302, June 2025. Keyword(s): Performance, Classification, Ranking, Theory, Evaluation. [bibtex-entry]



19. Sébastien Piérard, Anaïs Halin, Adrien Deliège, Anthony Cioppa, and Marc Van Droogenbroeck. A Universal Framework for Performance Based Ranking Theory Tools and Applications. In Rising Stars in AI Symposium, Thuwal, Saudi Arabia, April 2025. Keyword(s): Performance, Tile, Ranking, Classification, Evaluation. [bibtex-entry]

1. Sébastien Piérard, Anaïs Halin, François Marelli, Simon Pernas, and Jérôme Pierre. Sorbetto: a Python library for producing classification tiles with different flavors to visualize, analyze, and compare performances in two-class classification problems, 2025. Keyword(s): Sorbetto. [bibtex-entry]

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