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ORCIDJulien Cumin
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- affiliation (PhD 2018): Grenoble Alpes University, France
- affiliation: Orange Labs, Meylan, France
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2020 – today
- 2024
[c13]Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz:
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition. PerCom Workshops 2024: 1-6- [i5]Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz:
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition. CoRR abs/2404.07245 (2024) - [i4]Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz:
Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition. CoRR abs/2407.09529 (2024) - 2023
- [c12]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition. ACII 2023: 1-8 - [i3]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition. CoRR abs/2311.10119 (2023) - 2022
- [c11]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals. ACII 2022: 1-8 - [c10]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Transformer-Based Self-Supervised Learning for Emotion Recognition. ICPR 2022: 2605-2612 - [c9]Julien Cumin, Fano Ramparany, Iago Felipe Trentin, Olivier Boissier:
Maisons Collaboratives (démonstration). JFSMA 2022: 133-136 - [i2]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Transformer-Based Self-Supervised Learning for Emotion Recognition. CoRR abs/2204.05103 (2022) - [i1]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals. CoRR abs/2212.13885 (2022) - 2021
- [j1]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): 1:1-1:12 (2021) - [c8]Fano Ramparany, Iago Felipe Trentin, Julien Cumin, Olivier Boissier:
Collaborative Homes. ATAC@ISWC 2021: 7-12
2010 – 2019
- 2018
- [b1]Julien Cumin:
Recognizing and predicting activities in smart homes. (Reconnaissance et prédiction d'activités dans la maison connectée). Grenoble Alpes University, France, 2018 - [c7]Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley:
Inferring Availability for Communication in Smart Homes Using Context. PerCom Workshops 2018: 1-6 - 2017
- [c6]Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley:
Human Activity Recognition Using Place-Based Decision Fusion in Smart Homes. CONTEXT 2017: 137-150 - [c5]Julien Cumin, Jean-Marc Petit, Vasile-Marian Scuturici, Sabina Surdu:
Data Exploration with SQL using Machine Learning Techniques. EDBT 2017: 96-107 - [c4]Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley:
A Dataset of Routine Daily Activities in an Instrumented Home. UCAmI 2017: 413-425 - 2016
- [c3]Julien Cumin, Jean-Marc Petit, Fabien Rouge, Vasile-Marian Scuturici, Christian Surace, Sabina Surdu:
Requêtes discriminantes pour l'exploration des données. EGC 2016: 195-206 - [c2]Grégoire Lefebvre, Julien Cumin:
Recognizing Human Actions based on Extreme Learning Machines. VISIGRAPP (4: VISAPP) 2016: 478-483 - [c1]Julien Cumin, Grégoire Lefebvre:
A Priori Data and A Posteriori Decision Fusions for Human Action Recognition. VISIGRAPP (4: VISAPP) 2016: 493-500
Coauthor Index
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