Julien Cumin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Venues

CoRR

PerCom Workshops

VISIGRAPP (4: VISAPP)

ACII

Grenoble Alpes University, France (PHD)

Education History

Grenoble Alpes University, France

PHD

Publications

Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition. CoRR (2024)
Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition. PerCom Workshops (2024)
Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz
Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition. CoRR (2024)
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition. CoRR (2023)
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition. ACII (2023)
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
Transformer-Based Self-Supervised Learning for Emotion Recognition. CoRR (2022)
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
Transformer-Based Self-Supervised Learning for Emotion Recognition. ICPR (2022)
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals. ACII (2022)
Julien Cumin, Fano Ramparany, Iago Felipe Trentin, Olivier Boissier
Maisons Collaboratives (démonstration). JFSMA (2022)
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals. CoRR (2022)
Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley
PSINES: Activity and Availability Prediction for Adaptive Ambient Intelligence. ACM Trans. Auton. Adapt. Syst. 15 (1) (2021)
Fano Ramparany, Iago Felipe Trentin, Julien Cumin, Olivier Boissier
Collaborative Homes. ATAC@ISWC (2021)
Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley
Inferring Availability for Communication in Smart Homes Using Context. PerCom Workshops (2018)
Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley
A Dataset of Routine Daily Activities in an Instrumented Home. UCAmI (2017)
Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley
Human Activity Recognition Using Place-Based Decision Fusion in Smart Homes. CONTEXT (2017)
Julien Cumin, Jean-Marc Petit, Vasile-Marian Scuturici, Sabina Surdu
Data Exploration with SQL using Machine Learning Techniques. EDBT (2017)
Julien Cumin, Grégoire Lefebvre
A Priori Data and A Posteriori Decision Fusions for Human Action Recognition. VISIGRAPP (4: VISAPP) (2016)
Julien Cumin, Jean-Marc Petit, Fabien Rouge, Vasile-Marian Scuturici, Christian Surace, Sabina Surdu
Requêtes discriminantes pour l'exploration des données. EGC (2016)
Grégoire Lefebvre, Julien Cumin
Recognizing Human Actions based on Extreme Learning Machines. VISIGRAPP (4: VISAPP) (2016)

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Publication Activity (10 Years)

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Julien Cumin