  | Pierard, S., Deliège, A., & Van Droogenbroeck, M. (2025). Multi-domain performance analysis with scores tailored to user preferences. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/338442. |
 | Deliège, A., Marlot, J., Van Droogenbroeck, M., & Dondero, M. G. (02 December 2025). How Good Is the Machine at the Imitation Game? On Stylistic Characteristics of AI-Generated Images. Journal of Imaging, 11 (12), 429. doi:10.3390/jimaging11120429  Peer Reviewed verified by ORBi |
 | Pierard, S., Deliège, A., & Van Droogenbroeck, M. (2025). What Is the Optimal Ranking Score Between Precision and Recall? We Can Always Find It and It Is Rarely F1. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/338441. |
 | Halin, A., Deliège, A., Devue, C., & Van Droogenbroeck, M. (2025). Gaze-Based Indicators of Driver Cognitive Distraction: Effects of Different Traffic Conditions and Adaptive Cruise Control Use. In AutomotiveUI Adjunct '25: Proceedings of the 17th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (pp. 1-9). ACM. doi:10.1145/3744335.3758497 Peer reviewed |
 | Held, J.* , Vandeghen, R.* , Hamdi, A.* , Deliège, A., Cioppa, A., Giancola, S., Vedaldi, A., Ghanem, B., & Van Droogenbroeck, M. (13 August 2025). 3D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), nashville, United States. doi:10.1109/CVPR52734.2025.01990 Peer reviewed* These authors have contributed equally to this work. |
 | Pierard, S., Halin, A., Cioppa, A., Deliège, A., & Van Droogenbroeck, M. (13 August 2025). Foundations of the Theory of Performance-Based Ranking [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). doi:10.1109/CVPR52734.2025.01333 Peer reviewed |
 | Henry, M., Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (2025). LinDeps: A Fine-tuning Free Post-Pruning Method to Remove Layer-Wise Linear Dependencies with Guaranteed Performance Preservation. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/338515. |
 | Pierard, S., Deliège, A., Halin, A., & Van Droogenbroeck, M. (2025). A Methodology to Evaluate Strategies Predicting Rankings on Unseen Domains. In Procceedings of ICMEW 2025 (pp. 1-6). Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICMEW68306.2025.11152102 Peer reviewed |
 | Gaspar, V., Cioppa, A., Held, J., Giancola, S., Braham, M., Deliège, A., Ghanem, B., & Van Droogenbroeck, M. (June 2025). An End-To-End Pipeline for Virtual Banner Replacement in Football Broadcasts [Paper presentation]. 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). doi:10.1109/CVPRW67362.2025.00586 Peer reviewed |
 | Held, J.* , Vandeghen, R.* , Deliège, A., Hamdi, A., Giancola, S., Cioppa, A., Vedaldi, A., Ghanem, B., Tagliasacchi, A., & Van Droogenbroeck, M. (2025). Triangle Splatting for Real-Time Radiance Field Rendering. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/334146. * These authors have contributed equally to this work. |
 | D'Armenio, E., Dondero, M. G., Deliège, A., & Sarti Alessandro. (25 April 2025). For a Semiotic Approach to Generative Image AI: On Compositional Criteria. Semiotic Review, 9, 1-59. doi:10.71743/ee5nrx33 Peer Reviewed verified by ORBi |
 | Deliège, A., Dondero, M. G., & D'Armenio, E. (22 April 2025). Revisiting Wölfflin in the Age of AI: A Study of Classical and Baroque Composition in Generative Models. Journal of Imaging, 11 (5), 128. doi:10.3390/jimaging11050128 Peer Reviewed verified by ORBi |
 | Pierard, S., Halin, A., Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (07 April 2025). A Universal Framework for Performance Based Ranking Theory Tools and Applications [Poster presentation]. Rising Stars in AI Symposium, Saudi Arabia. |
 | Deliège, A. (11 December 2024). Le dynamisme dans l’image fixe selon les IA génératives [Paper presentation]. Séminaire international de sémiotique à Paris : Intelligence artificielle générative et nouveaux enjeux sémiotiques. Traduction et appropriations créatives, Paris, France. |
 | Pierard, S., Halin, A., Cioppa, A., Deliège, A., & Van Droogenbroeck, M. (2024). The Tile: A 2D Map of Ranking Scores for Two-Class Classification. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/325533. |
 | Deliège, A., Dondero, M. G., & D'Armenio, E. (01 November 2024). On the Dynamism of Paintings Through the Distribution of Edge Directions. Journal of Imaging, 10 (11), 276. doi:10.3390/jimaging10110276 Peer Reviewed verified by ORBi |
 | D'Armenio, E., Deliège, A., & Dondero, M. G. (September 2024). Semiotics of Machinic Co-Enunciation: About Generative Models (Midjourney and DALL•E). Signata. Annales des Sémiotiques, 15 (15). Peer Reviewed verified by ORBi |
 | Deliège, A. (September 2024). Temporal enunciation in still images: Dynamicity through edge directions [Paper presentation]. Digital Art History Summer School (DAHSS), Malaga, Spain. |
 | Deliège, A. (14 February 2024). Principes généraux d'intelligence artificielle & Expériences de traduction texte-image-texte avec GPT-4 et DALL•E 3 [Paper presentation]. Séminaire international de sémiotique à Paris : Énonciation(s) et passions dans les territoires sémiotiques ouverts par l’Intelligence Artificielle, Paris, France. |
 | Deliège, A. (2024). Advances on the F.R.S.-FNRS research project “Towards a Genealogy of Visual Forms”: On character poses in paintings. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/313347. |
 | Deliège, A., & Dondero, M. G. (2024). Between image analysis and generation : augmenting Susanna and the Elders [Paper presentation]. Chaire Francqui : L'image augmentée : entre histoire de l'art et computer vision, Liege, Belgium. |
 | Deliège, A., & Dondero, M. G. (2024). Similar paintings retrieval from individual and multiple poses. In Proceedings of the Vision for Art workshop, ECCV 2024. Berlin, Germany: Springer. doi:10.1007/978-3-031-91572-7_2 Peer reviewed |
 | Deliège, A. (2024). On the dynamicity in images through character poses and edges detection [Paper presentation]. Colloque "Interroger le visible, images qui se répondent. Analyse outillée, IA assistée", Lyon, France. |
 | D'Armenio, E., Deliège, A., & Dondero, M. G. (2024). A semiotic methodology for assessing the compositional effectiveness of generative text-to-image models (Midjourney and DALL•E). In Proceedings of the 1st workshop on critical evaluation of generative models and their impact on society, ECCV 2024. Berlin, Germany: Springer. Peer reviewed |
 | Deliège, A. (2024). Advances on the F.R.S.-FNRS research project “Towards a Genealogy of Visual Forms” : On edge directions and dynamicity in paintings. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/321373. |
 | Cioppa, A.* , Giancola, S.* , Somers, V., Magera, F., Zhou, X., Mkhallati, H., Deliège, A., Held, J., Hinojosa, C., Mansourian, A. M., Miralles, P., Barnich, O., De Vleeschouwer, C., Alahi, A., Ghanem, B., Van Droogenbroeck, M., Kamal, A., Maglo, A., Clapés, A., ... Meng, Z. (2023). SoccerNet 2023 Challenges Results. Sports Engineering. doi:10.1007/s12283-024-00466-4 Peer Reviewed verified by ORBi* These authors have contributed equally to this work. |
 | Giancola, S.* , Cioppa, A.* , Deliège, A., Magera, F., Somers, V., Kang, L., Zhou, X., Barnich, O., De Vleeschouwer, C., Alahi, A., Ghanem, B., Van Droogenbroeck, M., Darwish, A., Maglo, A., Clapés, A., Luyts, A., Boiarov, A., Xarles, A., Orcesi, A., ... Li, Z. (2022). SoccerNet 2022 Challenges Results. In ACM International Conference on Multimedia (pp. 75-86). New York, United States - New York: Association for Computing Machinery. doi:10.1145/3552437.3558545 Peer reviewed Dataset: https://www.soccer-net.org/data* These authors have contributed equally to this work. |
 | Cioppa, A.* , Deliège, A.* , Giancola, S.* , Ghanem, B., & Van Droogenbroeck, M. (21 June 2022). Scaling up SoccerNet with multi-view spatial localization and re-identification. Scientific Data, 9 (1). doi:10.1038/s41597-022-01469-1 Peer Reviewed verified by ORBi Dataset: https://www.soccer-net.org/data* These authors have contributed equally to this work. |
 | Cioppa, A.* , Giancola, S.* , Deliège, A.* , Kang, L.* , Zhou, X.* , Cheng, Z., Ghanem, B., & Van Droogenbroeck, M. (2022). SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 3490-3501). Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW56347.2022.00393 Peer reviewed* These authors have contributed equally to this work. |
Cioppa, A.* , Giancola, S.* , Deliège, A., Ghanem, B., & Van Droogenbroeck, M. (31 May 2022). Goal! A practical guide to soccer video understanding [Paper presentation]. Norwegian Artificial Intelligence Society Symposium, Oslo, Norway. Dataset: https://www.soccer-net.org/data* These authors have contributed equally to this work. |
Cioppa, A., Deliège, A., Giancola, S., Magera, F., Somers, V., Cheng, Z., Kang, L., Zhou, X., Ghanem, B., & Van Droogenbroeck, M. (2022). Soccer Player Tracking, Re-Identification, Camera Calibration and Action Spotting - SoccerNet Challenge 2022 [Paper presentation]. ACAD Research presentation. |
Cioppa, A., Deliège, A., Giancola, S., Seikavandi, M., Dueholm, J., Nasrollahi, K., Ghanem, B., Moeslund, T., & Van Droogenbroeck, M. (19 June 2021). SoccerNet challenge : Task presentation and winner announcement [Paper presentation]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), ActivityNet. |
 | Deliège, A., Cioppa, A., Giancola, S., Seikavandi, M., Dueholm, J., Nasrollahi, K., Ghanem, B., Moeslund, T., & Van Droogenbroeck, M. (2021). SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 4508-4519). doi:10.1109/CVPRW53098.2021.00508 Peer reviewed |
 | Cioppa, A., Deliège, A., Magera, F., Giancola, S., Barnich, O., Ghanem, B., & Van Droogenbroeck, M. (2021). Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW53098.2021.00511 Peer reviewed |
 | Cioppa, A.* , Deliège, A.* , Noor, U. H., Gade, R., Van Droogenbroeck, M., & Moeslund, T. B. (2020). Multimodal and multiview distillation for real-time player detection on a football field. IEEE Conference on Computer Vision and Pattern Recognition. Proceedings, 3846-3855. doi:10.1109/CVPRW50498.2020.00448 Peer reviewed* These authors have contributed equally to this work. |
 | Cioppa, A.* , Deliège, A.* , Giancola, S.* , Ghanem, B., Van Droogenbroeck, M., Gade, R., & Moeslund, T. B. (2020). A Context-Aware Loss Function for Action Spotting in Soccer Videos. IEEE Conference on Computer Vision and Pattern Recognition. Proceedings, 13123-13133. doi:10.1109/CVPR42600.2020.01314 Peer reviewed* These authors have contributed equally to this work. |
 | Deliège, A. (2020). Des mathématiques derrière l'intelligence artificielle [Paper presentation]. Pi Day 2020, Liège, Belgium. |
 | Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (04 March 2020). Ghost Loss to Question the Reliability of Training Data. IEEE Access, 8, 44774-44782. doi:10.1109/ACCESS.2020.2978283 Peer Reviewed verified by ORBi |
 | Deliège, A., Istasse, M., Kumar, A., De Vleeschouwer, C., & Van Droogenbroeck, M. (2020). Ordinal Pooling. In 30th British Machine Vision Conference. Peer reviewed |
  | Lemelin, M., Daly, M., & Deliège, A. (2020). Analysis of the Topographic Roughness of the Moon Using the Wavelet Leaders Method and the Lunar Digital Elevation Model From the Lunar Orbiter Laser Altimeter and SELENE Terrain Camera. Journal of Geophysical Research. Planets, 125 (1). doi:10.1029/2019JE006105 Peer Reviewed verified by ORBi |
 | Van Droogenbroeck, M., Deliège, A., & Cioppa, A. (19 December 2019). Image classification using neural networks. |
 | Van Droogenbroeck, M., Deliège, A., & Cioppa, A. (18 December 2019). Image classification using neural networks. |
 | Cioppa, A.* , Deliège, A.* , Istasse, M., De Vleeschouwer, C., & Van Droogenbroeck, M. (2019). ARTHuS: Adaptive Real-Time Human Segmentation in Sports through Online Distillation. Conference on Computer Vision and Pattern Recognition Workshops, 2505-2514. doi:10.1109/CVPRW.2019.00306 Peer reviewed* These authors have contributed equally to this work. |
| Deliège, A. (2019). Des mathématiques derrière l'intelligence artificielle [Paper presentation]. Maths sous tous les angles, Amiens, France. |
 | Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (2019). An Effective Hit-or-Miss Layer Favoring Feature Interpretation as Learned Prototypes Deformations. In Thirty-Third AAAI Conference on Artificial Intelligence. Peer reviewed |
 | Deliège, A.* , Cioppa, A.* , & Van Droogenbroeck, M.*. (January 2019). HitNet: a neural network with capsules embedded in a Hit-or-Miss layer, extended with hybrid data augmentation and ghost capsules [Paper presentation]. Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning, Honolulu, United States - Hawaii. doi:10.48550/arXiv.1806.06519 Peer reviewed* These authors have contributed equally to this work. |
 | Lemelin, M., Daly, M., & Deliège, A. (2019). Investigating lunar 2-dimensional topographic properties at different spatial scales using lunar orbiter laser altimetter data and the wavelet leaders method [Poster presentation]. 50th Lunar and Planetary Science Conference, United States - Texas. |
 | Allan, M., Deliège, A., Verheyden, S., Nicolay, S., & Fagel, N. (2018). Evidence for solar influence in a Holocene speleothem record (Père Noël cave, SE Belgium). Quaternary Science Reviews. doi:10.1016/j.quascirev.2018.05.039 Peer Reviewed verified by ORBi |
 | Cioppa, A., Deliège, A., & Van Droogenbroeck, M. (2018). A bottom-up approach based on semantics for the interpretation of the main camera stream in soccer games. In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 1846-1855). Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW.2018.00229 Peer reviewed |
 | Deliège, A., & Nicolay, S. (April 2018). Analysis and indication on long-term forecasting of the Oceanic Niño index with wavelet-induced components [Poster presentation]. European Geosciences Union General Assembly 2018, Wien, Austria. |
| Deliège, A. (2018). Des mathématiques derrière l'intelligence artificielle [Paper presentation]. Pi Day 2018, Liège, Belgium. |
Lemelin, M., Daly, M., & Deliège, A. (2018). INVESTIGATING LUNAR TOPOGRAPHIC PROPERTIES AT DIFFERENT SPATIAL SCALES USING DATA FROM THE LUNAR ORBITER LASER ALTIMETER AND THE WAVELET LEADERS METHOD [Poster presentation]. 49th Lunar and Planetary Science Conference 2018. |
 | Deliège, A., & Nicolay, S. (11 September 2017). Extracting oscillating components from nonstationary time series: A wavelet-induced method. Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, 96. doi:10.1103/PhysRevE.96.033307 Peer Reviewed verified by ORBi |
 | Allan, M., Deliège, A., Nicolay, S., verheyden, S., & Fagel, N. (2017). Does Belgian Holocene speleothem record solar forcing and cold events? ORBi-University of Liège. https://orbi.uliege.be/handle/2268/213231. doi:10.5194/cp-2017-91 |
 | Deliège, A. (2017). Application of wavelet transforms to geosciences: Extraction of functional and frequential information [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/209501 |
Allan, M., Deliège, A., Nicolay, S., verheyden, S., & Fagel, N. (12 May 2017). Belgian speleothem records Holocene cold events? [Poster presentation]. PAGES-OSM, Zaragoza, Spain. |
Deliège, A. (07 February 2017). How to extract the oscillating components of a signal? A wavelet-based approach compared to the Empirical Mode Decomposition [Paper presentation]. Seminars in Mathematical Engineering, Louvain-La-Neuve, Belgium. |
 | Deliège, A., & Nicolay, S. (February 2017). Analysis and indications on long-term forecasting of the Oceanic Niño Index with wavelet-induced components. Pure and Applied Geophysics, 174 (4), 1815-1826. doi:10.1007/s00024-017-1491-4 Peer Reviewed verified by ORBi |
 | Deliège, A.* , Kleyntssens, T.* , & Nicolay, S. (2017). Mars Topography Investigated Through the Wavelet Leaders Method: a Multidimensional Study of its Fractal Structure. Planetary and Space Science, 136C, 46-58. doi:10.1016/j.pss.2016.12.008 Peer Reviewed verified by ORBi* These authors have contributed equally to this work. |
 | Deliège, A. (22 December 2016). How to extract the oscillating components of a signal? A wavelet-based approach compared to the Empirical Mode Decomposition [Paper presentation]. Séminaire interne entre doctorants. |
 | Kleyntssens, T., Deliège, A., & Nicolay, S. (2016). The Fractal Nature of Mars Topography Analyzed via the Wavelet Leaders Method. In Information Technology: New Generations. Switzerland: Springer. doi:10.1007/978-3-319-32467-8_117 Peer reviewed |
Deliège, A., Kleyntssens, T., & Nicolay, S. (April 2016). Poster EGU 2016: Mars Topography Investigated Through the Wavelet Leaders Method [Poster presentation]. European Geosciences Union General Assembly 2016, Vienne, Austria. |
 | Deliège, A., & Nicolay, S. (2016). A New Wavelet-Based Mode Decomposition for Oscillating Signals and Comparison with the Empirical Mode Decomposition. In Information Technology: New Generations (pp. 959-968). Switzerland: Springer. doi:10.1007/978-3-319-32467-8_83 Peer reviewed |
 | Deliège, A., & Nicolay, S. (April 2016). [Beamer] A New Wavelet-Based Mode Decomposition for Oscillating Signals and Comparison with the Empirical Mode Decomposition [Paper presentation]. 13th International Conference on Information Technology : New Generations, Las Vegas, United States - Nevada. |
 | Deliège, A., & Nicolay, S. (2016). Köppen–Geiger Climate Classification for Europe Recaptured via the Hölder Regularity of Air Temperature Data. Pure and Applied Geophysics, 173, 2885-2898. doi:10.1007/s00024-016-1339-3 Peer Reviewed verified by ORBi |
 | Kleyntssens, T., Deliège, A., & Nicolay, S. (2016). The Fractal Nature of Mars Topography Analyzed via the Wavelet Leaders Method [Poster presentation]. 13th International Conference on Information Technology : New Generations. |
 | Deliège, A. (2015). Ma thèse en 180 secondes [Paper presentation]. Finale Internationale du concours "Ma thèse en 180 secondes", Paris, France. |
Deliège, A., & Nicolay, S. (08 September 2015). A wavelet-based mode decomposition compared to the EMD [Poster presentation]. GRETSI 2015, Lyon, France. |
 | Deliège, A., Nicolay, S., & Fettweis, X. (June 2015). A forecasting method using a wavelet-based mode decomposition and application to the ENSO index [Paper presentation]. 35th International Symposium on Forecasting, Riverside, California, United States. |
 | Deliège, A., Nicolay, S., & Fettweis, X. (13 April 2015). EGU2015 - ENSO forecast using a wavelet-based mode decomposition [Paper presentation]. European Geosciences Union General Assembly 2015, Vienne, Austria. |
Deliège, A., & Nicolay, S. (2015). Par A plus B [Paper presentation]. Émission radio "Par A plus B", Bruxelles, Belgium. |
 | Deliège, A., Nicolay, S., & Fettweis, X. (December 2014). ENSO forecast using a wavelet-based mode decomposition [Poster presentation]. 577 WE-Heraeus-Seminar on Health, Energy & Extreme Events in a Changing Climate, Bad Honnef, Germany. |
 | Deliège, A., & Nicolay, S. (20 August 2014). A multifractal analysis of air temperature signals based on the wavelet leaders method [Paper presentation]. Seventh Solar Information Processing Workshop, La Roche en Ardenne, Belgium. |
 | Deliège, A., & Nicolay, S. (2014). A wavelet leaders-based climate classification of European surface air temperature signals. In G. Ruiz Garcia & I. Rojas Ruiz (Eds.), Proceedings of the International work-conference on Time Series: Volume 1, Granada 25-27 June 2014 (pp. 40-51). Grenade, Spain: Copicentro Granada S.L. Peer reviewed |
 | Deliège, A., & Nicolay, S. (25 June 2014). A wavelet leaders-based climate classification of European surface air temperature signals [Paper presentation]. International work-conference on time series analysis, Grenade, Spain. |
 | Deliège, A., & Nicolay, S. (19 June 2014). A wavelet-based analysis of surface air temperature regularity [Paper presentation]. Séminaire interne entre doctorants, Liège, Belgium. |
 | Deliège, A., & Nicolay, S. (06 June 2014). A wavelet-based analysis of surface air temperature variability [Paper presentation]. MeteoClim 2014, Antwerp's Ecohuis, Belgium. |
 | Deliège, A., & Nicolay, S. (22 May 2014). Multifractal analysis of air temperature signals using the wavelet leaders method [Paper presentation]. Groupe de contact FNRS "Wavelets and Applications", Bruxelles (ULB), Belgium. |
 | Deliège, A., & Nicolay, S. (25 March 2014). A multifractal-based climate analysis [Paper presentation]. Fractal Geometry and Stochastics V, Tabarz, Germany. |
 | Deliège, A. (2013). Analyse de la régularité hölderienne : De la théorie à l'application à des séries temporelles de températures [Master’s dissertation, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/172055 |
