Julien Cumin

28 papers B 5Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Knowledge Distillation for LLM-Based Human Activity Recognition in Homes.
CoRR
Julien Cumin, Oussama Er-Rahmany, Xi Chen
2025 — conf
Construction non-supervisée de variables pour la détection d'anomalies dans les séries temporelles.
EGC
Marine Hamon, Vincent Lemaire, Noureddine Yassine Nair Benrekia, Samuel Berlemont, Julien Cumin
2025 J jnl
Generating and Evaluating Data of Daily Activities with an Autonomous Agent in a Virtual Smart Home.
ACM Trans. Multim. Comput. Commun. Appl.
Lysa Gramoli, Julien Cumin, Jérémy Lacoche, Anthony Foulonneau, Bruno Arnaldi, Valérie Gouranton
2025 J jnl
MuRAL: A Multi-Resident Ambient Sensor Dataset Annotated with Natural Language for Activities of Daily Living.
CoRR
Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz
2025 J jnl
Multi-subject human activities: A survey of recognition and evaluation methods based on a formal framework.
Expert Syst. Appl.
Luca Arrotta, Gabriele Civitarese, Xi Chen, Julien Cumin, Claudio Bettini
2025 J jnl
Unsupervised Feature Construction for Anomaly Detection in Time Series - An Evaluation.
CoRR
Marine Hamon, Vincent Lemaire, Noureddine Yassine Nair Benrekia, Samuel Berlemont, Julien Cumin
2025 — conf
Unsupervised Feature Construction for Time Series Anomaly Detection - An Evaluation.
AALTD@ECML/PKDD
Marine Hamon, Vincent Lemaire, Noureddine Yassine Nair Benrekia, Samuel Berlemont, Julien Cumin
2024 — conf
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition.
PerCom Workshops
Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz
2024 J jnl
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition.
CoRR
Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz
2024 B conf
Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition.
ICPADS
Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz
2024 J jnl
Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition.
CoRR
Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz
2023 B conf
Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition.
ACII
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
2023 J jnl
Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition.
CoRR
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
2022 B conf
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals.
ACII
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
2022 J jnl
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals.
CoRR
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
2022 — conf
Maisons Collaboratives (démonstration).
JFSMA
Julien Cumin, Fano Ramparany, Iago Felipe Trentin, Olivier Boissier
2022 B conf
Transformer-Based Self-Supervised Learning for Emotion Recognition.
ICPR
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
2022 J jnl
Transformer-Based Self-Supervised Learning for Emotion Recognition.
CoRR
Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley
2021 — conf
Collaborative Homes.
ATAC@ISWC
Fano Ramparany, Iago Felipe Trentin, Julien Cumin, Olivier Boissier
2021 J jnl
PSINES: Activity and Availability Prediction for Adaptive Ambient Intelligence.
ACM Trans. Auton. Adapt. Syst.
Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley
2018 — conf
Inferring Availability for Communication in Smart Homes Using Context.
PerCom Workshops
Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley
2018 — —
Recognizing and predicting activities in smart homes. (Reconnaissance et prédiction d'activités dans la maison connectée).
Julien Cumin
2017 — conf
A Dataset of Routine Daily Activities in an Instrumented Home.
UCAmI
Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley
2017 B conf
Data Exploration with SQL using Machine Learning Techniques.
EDBT
Julien Cumin, Jean-Marc Petit, Vasile-Marian Scuturici, Sabina Surdu
2017 — conf
Human Activity Recognition Using Place-Based Decision Fusion in Smart Homes.
CONTEXT
Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley
2016 — conf
A Priori Data and A Posteriori Decision Fusions for Human Action Recognition.
VISIGRAPP (4: VISAPP)
Julien Cumin, Grégoire Lefebvre
2016 — conf
Recognizing Human Actions based on Extreme Learning Machines.
VISIGRAPP (4: VISAPP)
Grégoire Lefebvre, Julien Cumin
2016 — conf
Requêtes discriminantes pour l'exploration des données.
EGC
Julien Cumin, Jean-Marc Petit, Fabien Rouge, Vasile-Marian Scuturici, Christian Surace, Sabina Surdu