Blaise Kévin Guépié

15 papers C 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification.
Pattern Recognit. Lett.
Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre
2025 — conf
Weakly-Supervised Semantic Space Structuring: Cardiac Cycle Position for Cerebral Emboli Visualization Using Contrastive Learning.
ISBI
Mathilde Dupouy, Yamil Vindas, Marilys Almar, Blaise Kévin Guépié, Philippe Delachartre
2024 J jnl
Trainable pruned ternary quantization for medical signal classification models.
Neurocomputing
Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
2023 — conf
Deep Embedded Clustering Regularization for Supervised Imbalanced Cerebral Emboli Classification Using Transcranial Doppler Ultrasound.
EUSIPCO
Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre
2023 J jnl
Guided deep embedded clustering regularization for multifeature medical signal classification.
Pattern Recognit.
Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre
2022 — conf
An hybrid CNN-Transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification.
MLHC
Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
2022 J jnl
Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization.
Medical Image Anal.
Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre
2022 J jnl
Two Strategies in Transient Change Detection.
IEEE Trans. Signal Process.
Daniel Egea-Roca, Blaise Kévin Guépié, José A. Lopez-Salcedo, Gonzalo Seco-Granados, Igor V. Nikiforov
2019 J jnl
Sequential Emboli Detection From Ultrasound Outpatient Data.
IEEE J. Biomed. Health Informatics
Blaise Kévin Guépié, Matthieu Martin, Victor Lacrosaz, Marilys Almar, Benoit Guibert, Philippe Delachartre
2017 J jnl
Detecting a Suddenly Arriving Dynamic Profile of Finite Duration.
IEEE Trans. Inf. Theory
Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov
2017 J jnl
Discrimination between emboli and artifacts for outpatient transcranial Doppler ultrasound data.
Medical Biol. Eng. Comput.
Blaise Kévin Guépié, Bruno Sciolla, Fabien Millioz, Marilys Almar, Philippe Delachartre
2015 — conf
Similarity-based residual useful life prediction for partially unknown cycle varying degradation.
ICPHM
Blaise Kévin Guépié, Stéphane Lecoeuche
2015 C conf
Time-frequency blood flow parameters estimation for micro-emboli detection.
ISPA
Blaise Kévin Guépié, Bruno Sciolla, Fabien Millioz, Romain Ramassamy, Emilie Pinatel, Marilys Almar, Benoit Guibert, Philippe Delachartre
2013 — —
Détection séquentielle de signaux transitoires : application à la surveillance d'un réseau d'eau potable. (Sequential detection of transient signals : application to the monitoring of drinking water supply network).
Blaise Kévin Guépié
2012 — conf
Detecting an abrupt change of finite duration.
ACSCC
Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov