L'affiliation est "Génie des systèmes"

2026

Dolz, José et Ben Ayed, Ismail et Desrosiers, Christian, éds. 2026. « Less-supervised segmentation with CNNs: Scenarios, models and optimization ». Elsevier. 330 p.

Aslam, Muhammad Haseeb, Martinez, Clara, Pedersoli, Marco, Lameiras Koerich, Alessandro, Etemad, Ali et Granger, Eric. 2026. « Learning from stochastic teacher representations using student-guided knowledge distillation ». In Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2025, Proceedings, Part VI (Porto, Portugal, Sept. 15-19, 2025) Coll. « Lecture Notes in Computer Science », vol. 16018. pp. 235-253. Springer.

Baklouti, Ghassen, Silva-Rodríguez, Julio, Dolz, Jose, Bahig, Houda et Ben Ayed, Ismail. 2026. « Regularized low-rank adaptation for few-shot organ segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 517-527. Springer.

Beauséjour, Marie-Hélène, Wagnac, Éric et Petit, Yvan. 17 janvier 2026. « Une nouvelle technologie pour mieux évaluer les blessures de la moelle épinière chez les femmes et les personnes âgées ». The Conversation.

Behbahanipour, Morteza, Zarei, Seyed Fariborz et Shateri, Mohammadhadi. 2026. « An AI-based technique for fault location in inverter-based active distribution networks ». IET Generation, Transmission & Distribution, vol. 20, nº 1.

Beizaee, Farzad, Hajimiri, Sina, Ben Ayed, Ismail, Lodygensky, Gregory, Desrosiers, Christian et Dolz, Jose. 2026. « Reflect: Rectified flows for efficient brain anomaly correction transport ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part IV (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15963. pp. 456-466. Springer.

Carretier, Nathan, Beurienne, Erwan, Beauséjour, Marie-Hélène, Gros, Lucas, Bruna-Rosso, Claire, Dorsemaine, Marine, Behr, Michel, Bailly, Nicolas et Clément, Julien. 2026. « Validation of a markerless multi-camera pipeline for bouldering fall kinematics ». Sensors, vol. 26, nº 2.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « A unified view of learning from both labeled and unlabeled data ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 17-37. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Alternative learning scenarios ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 97-113. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « General introduction ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 1-13. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Semi-supervised learning ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 39-71. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Weakly supervised segmentation ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 73-96. Elsevier.

Hassanijajini, Hamidreza et Gardoni, Mickael. 2026. « A systemic integrated approach to achieve optimal choice regarding end users’ needs by combining archi-TRIZ and QFD for building design process ». In Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry: 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers, Part II (Seville, Spain, July 06-09, 2025) Coll. « IFIP Advances in Information and Communication Technology », vol. 773. pp. 3-13. Springer.

Hosseini, Seyed Mohammad, Ghazi, Georges et Botez, Ruxandra Mihaela. 2026. « New fuzzy-RNN autopilot system for the Cessna Citation X aircraft with a fuzzy transition algorithm ». Aeronautical Journal.
(Sous presse)

Khoshkbari, Hesam, Kaddoum, Georges, Abbasi, Omid, Selim, Bassant et Yanikomeroglu, Halim. 2026. « Beamforming for massive MIMO aerial communications: A robust and scalable DRL approach ». IEEE Transactions on Communications, vol. 74. pp. 261-275.

Kouassi, Olivier et Gardoni, Mickael. 2026. « Comparison and proposal for the integration of ASIT and C-K: Case study on the management of empty material in a postal organization ». In Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry: 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers, Part II (Seville, Spain, July 06-09, 2025) Coll. « IFIP Advances in Information and Communication Technology », vol. 773. pp. 259-270. Springer.

Koulougli, Dahina, Nguyen, Kim Khoa et Cheriet, Mohamed. 2026. « Cooperative cost game for multiple mobile network operators fronthaul design ». IEEE Transactions on Network Science and Engineering.
(Sous presse)

Ktari, Aymen, Ghazzai, Hakim, Rouissi, Fatma, Sboui, Lokman et Setti, Gianluca. 2026. « Dynamic data routing for non-ISL LEO satellite-based NT-IoT communications ». IEEE Wireless Communications Letters, vol. 15. pp. 760-764.

Léger, Anne, Bellemare, Jocelyn et Lapalme, James. 2026. « Conceptualizing social and environmental responsibility and its challenges in small and micro fashion and apparel enterprises ». Sustainability, vol. 18, nº 2.

Peng, Jizong, Pedersoli, Marco et Desrosiers, Christian. 2026. « Boosting semi-supervised image segmentation with global and local mutual information regularization ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 147-175. Elsevier.

Rolland, Evan, Krim, Yasser, Joubair, Ahmed, Bonev, Ilian A., Jones, Evan, Zhang, Pengpeng, Sun, Cheng et Zhao, Nanzhu. 2026. « Novel calibration method for robotic bottom-up vat polymerization additive manufacturing systems ». Robotics and Computer-Integrated Manufacturing, vol. 97.

Seyedi, Seyednavid et Gardoni, Mickaël. 2026. « Innovative solutions for enhanced driving safety: A TRIZ-based approach to reducing visibility issues and driver distraction ». In Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry: 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers, Part I (Seville, Spain, July 06-09, 2025) Coll. « IFIP Advances in Information and Communication Technology », vol. 772. pp. 222-231. Springer.

Shakeri, Fereshteh, Baklouti, Ghassen, Silva-Rodríguez, Julio, Zanella, Maxime, Bahig, Houda, Dolz, Jose et Ben Ayed, Ismail. 2026. « Test-time adaptation of medical vision-language models ». In Foundation Models for General Medical AI: Third International Workshop, MedAGI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 27, 2025) Coll. « Lecture Notes in Computer Science », vol. 16112. pp. 181-191. Springer.

Silva-Rodríguez, Julio, Ben Ayed, Ismail et Dolz, Jose. 2026. « Trustworthy few-shot transfer of medical VLMs through split conformal prediction ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 658-668. Springer.

Silva-Rodríguez, Julio, Dolz, José et Ben Ayed, Ismail. 2026. « A reality check of vision-language pre-training in radiology: Have we progressed using text? ». In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025) Coll. « Lecture Notes in Computer Science », vol. 15830. pp. 294-309. Springer.

Silva-Rodríguez, Julio, Fillioux, Leo, Cournède, Paul-Henry, Vakalopoulou, Maria, Christodoulidis, Stergios, Ben Ayed, Ismail et Dolz, José. 2026. « Full conformal adaptation of medical vision-language models ». In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025) Coll. « Lecture Notes in Computer Science », vol. 15830. pp. 278-293. Springer.

Silva-Rodríguez, Julio, Shakeri, Fereshteh, Bahig, Houda, Dolz, Jose et Ben Ayed, Ismail. 2026. « Few-shot, now for real: Medical VLMs adaptation without balanced sets or validation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 237-247. Springer.

Silva-Rodriguez, Julio-Jose, Dolz, Jose et Ben Ayed, Ismail. 2026. « Transductive few-shot adapters for medical image segmentation ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 295-309. Elsevier.