Yamil Vindas

According to our database, Yamil Vindas authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Trainable pruned ternary quantization for medical signal classification models.

Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre

Neurocomputing, 2024

Multi-Site Wireless Channel Charting Through Latent Space Alignment.

Yamil Vindas, Maxime Guillaud

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

2023

Guided deep embedded clustering regularization for multifeature medical signal classification.

Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre

Pattern Recognit., November, 2023

Deep Embedded Clustering Regularization for Supervised Imbalanced Cerebral Emboli Classification Using Transcranial Doppler Ultrasound.

Yamil Vindas, Emmanuel Roux, Blaise Kévin Guépié, Marilys Almar, Philippe Delachartre

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization.

Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre

Medical Image Anal., 2022

An hybrid CNN-Transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification.

Yamil Vindas, Blaise Kévin Guépié, Marilys Almar, Emmanuel Roux, Philippe Delachartre

Proceedings of the Machine Learning for Healthcare Conference, 2022