Recommended citation: "Estimation Contrastive de la Similarité pour un Apprentissage Flou Auto-Supervisé" Julien Denize, Jaonary Rabarisoa, Astrid Orcesi, Romain Hérault, Stéphane Canu; Conférence sur l’Apprentissage Automatique (CAp), 2022

Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning

Published in WACV, 2023

Paper link - Code Link

Recommended citation: "Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning" Julien Denize, Jaonary Rabarisoa, Astrid Orcesi, Romain Hérault, Stéphane Canu; Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, pp. 2706-2716

Self-supervised representation learning and applications to image and video analysis

Published in Theses. fr, 2023

Paper link - Code Link

Recommended citation: "Self-supervised representation learning and applications to image and video analysis| Theses. fr. J Denize, Normandie, 2023

Individual Locating of Soccer Players from a Single Moving View

Published in Sensors, 2023

Paper link

Recommended citation: " Maglo, Adrien, Astrid Orcesi, Julien Denize, and Quoc Cuong Pham. 2023. "Individual Locating of Soccer Players from a Single Moving View" Sensors 23, no. 18: 7938. https://doi.org/10.3390/s23187938

Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning

Published in MVAP, 2023

Paper link - Code Link

Recommended citation: "Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning" Julien Denize, Jaonary Rabarisoa, Astrid Orcesi, Romain Hérault; Machine Vision and Applications, 2023

COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers

Published in WACV Workshops, 2024

Paper link - Code Link

Recommended citation: "COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers" Julien Denize, Mykola Liashuha, Jaonary Rabarisoa, Astrid Orcesi, Romain Hérault; Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2024

DIOD: Self-Distillation Meets Object Discovery

Published in CVPR, 2024

Paper link - Code Link

Recommended citation: "Sandra Kara, Hejer Ammar, Julien Denize, Florian Chabot, Quoc-Cuong Pham; Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 3975-3985

SoccerNet 2023 challenges results

Published in Sports Engineering, 2024

Paper link

Recommended citation: "Cioppa, A., Giancola, S., Somers, V., Denize, J. et al. SoccerNet 2023 challenges results. Sports Eng 27, 24 (2024). https://doi.org/10.1007/s12283-024-00466-4

talks

Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning

Published: June 14, 2022

Speaker for the DATAAI institute at the Workshop Franco-Allemand Computer Vision that brought together German and French researchers on various subjects. I presented our work Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning, later published.

teaching

Factory-AI for Deep Learning Purposes

Tutorial, CEA List, SIALV Laboratory, 2022

Taught how to effectively use the internal HPC cluster to optimize Deep Learning experiments.

Machine Learning Course

Course Lecturer, CentraleSupélec, Université Paris-Saclay, 2022

The course was taking place in the M2 Big Data Management and Analytics (BDMA) and taught in English as the students were all registered to Erasmus or Erasmus Mundus.