Ben Crulis Ingénieur de recherche à l'Université de ToursDoctorat en informatique obtenu à l'université de Tours en 2024

Publications

Communication dans un congrès (5)

Apports des alternatives à la rétropropagation dans l'apprentissage des réseaux de neurones binaires Ben Crulis,Barthélemy Serres,Cyril de Runz,Venturini Gilles Extraction et Gestion de Connaissances (EGC) 2023, 2023, Lyon, France. pp.449-458 Communication dans un congrès hal-04344621v1
Are alternatives to backpropagation useful for training Binary Neural Networks? An experimental study in image classification Ben Crulis,Barthelemy Serres,Cyril de Runz,Gilles Venturini SAC '23: 38th ACM/SIGAPP Symposium on Applied Computing, 2023, Tallinn, Estonia. pp.1171-1178, ⟨10.1145/3555776.3577674⟩ Communication dans un congrès hal-04161529v1
The Traveling Analyst Problem: Definition and preliminary study Alexandre Chanson,Ben Crulis,Nicolas Labroche,Patrick Marcel,Veronika Peraltaet al. Design, Optimization, Languages and Analytical Processing of Big Data, Mar 2020, Copenhagen, Denmark Communication dans un congrès hal-03001208v1
Profiling user belief in BI exploration for measuring subjective interestingness Alexandre Chanson,Ben Crulis,Krista Drushku,Nicolas Labroche,Patrick Marcel DOLAP 2019, Mar 2019, Lisboa, Portugal Communication dans un congrès hal-02375871v1
User and Context Aware Composite Item Recommendation Krista Drushku,Alexandre Chanson,Ben Crulis,Nicolas Labroche,Patrick Marcel ComplexRec 2018 Second Workshop on Recommendation in Complex Scenarios @ RecSys 2018, Oct 2018, Vancouver, Canada Communication dans un congrès hal-01898300v1

Pré-publication, Document de travail (5)

Ternarization of Vision Language Models for use on edge devices Ben Crulis,Cyril de Runz,Barthelemy Serres,Gilles Venturini 2025 Pré-publication, Document de travail hal-05163536v1
An experimental comparative study of backpropagation and alternatives for training binary neural networks for image classification Ben Crulis,Barthélémy Serres,Cyril de Runz,Gilles Venturini 2024 Pré-publication, Document de travail hal-04678131v1
Few-shot target-driven instance detection based on open-vocabulary object detection models Ben Crulis,Barthélémy Serres,Cyril de Runz,Gilles Venturini 2024 Pré-publication, Document de travail hal-04849767v1
Tournesol: A quest for a large, secure and trustworthy database of reliable human judgments Lê-Nguyên Hoang,Louis Faucon,Aidan Jungo,Sergei Volodin,Dalia Papucet al. 2021 Pré-publication, Document de travail hal-03390514v1
A Subjective Interestingness measure for Business Intelligence explorations Alexandre Chanson,Ben Crulis,Nicolas Labroche,Patrick Marcel 2020 Pré-publication, Document de travail hal-03001221v1