Reproducing AmbientGAN: Generative models from lossy measurements. - Mehdi Ahmadi; Timothy Nest; Mostafa Abdelnaim; Thanh-Dung Le (CoRR, 2018)

Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives. - Thanh-Dung Le; Rita Noumeir; Jerome Rambaud; Guillaume Sans; Philippe Jouvet (CoRR, 2021)

Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation. - Thanh-Dung Le; Jerome Rambaud; Guillaume Sans; Philippe Jouvet; Rita Noumeir (CoRR, 2021)

Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning. - Thanh-Dung Le; Rita Noumeir; Jerome Rambaud; Guillaume Sans; Philippe Jouvet (CoRR, 2022)

A Small-Scale Switch Transformer and NLP-based Model for Clinical Narratives Classification. - Thanh-Dung Le; Philippe Jouvet; Rita Noumeir (CoRR, 2023)

Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals. - Clara Macabiau; Thanh-Dung Le; Kevin Albert; Philippe Jouvet; Rita Noumeir (CoRR, 2023)

A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection. - Thanh-Dung Le; Clara Macabiau; Kevin Albert; Philippe Jouvet; Rita Noumeir (IEEE Access, 2024)

Label Propagation Techniques for Artifact Detection in Imbalanced Classes Using Photoplethysmogram Signals. - Clara Macabiau; Thanh-Dung Le; Kevin Albert; Mana Shahriari; Philippe Jouvet; Rita Noumeir (IEEE Access, 2024)

Boosting Transformer's Robustness and Efficacy in PPG Signal Artifact Detection with Self-Supervised Learning. - Thanh-Dung Le (CoRR, 2024)

Multi-objective Representation for Numbers in Clinical Narratives Using CamemBERT-bio. - Boammani Aser Lompo; Thanh-Dung Le (CoRR, 2024)

Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring. - Mario Francisco Munoz; Hoang Vu Huy; Thanh-Dung Le (CoRR, 2024)

The Impact of LoRA Adapters for LLMs on Clinical NLP Classification Under Data Limitations. - Thanh-Dung Le; Ti Ti Nguyen; Vu Nguyen Ha (CoRR, 2024)

On-board Satellite Image Classification for Earth Observation: A Comparative Study of Pre-Trained Vision Transformer Models. - Thanh-Dung Le; Vu Nguyen Ha; Ti Ti Nguyen; Geoffrey Eappen; Prabhu K. Thiruvasagam; Luis Manuel Garcés Socarrás; Hong-Fu Chou; Jorge Luis González Rios; Juan Carlos Merlano Duncan; Symeon Chatzinotas (CoRR, 2024)

On-Air Deep Learning Integrated Semantic Inference Models for Enhanced Earth Observation Satellite Networks. - Hong-Fu Chou; Vu Nguyen Ha; Prabhu K. Thiruvasagam; Thanh-Dung Le; Geoffrey Eappen; Ti Ti Nguyen; Luis Manuel Garcés Socarrás; Jorge Luis González Rios; Juan Carlos Merlano Duncan; Symeon Chatzinotas (CoRR, 2024)

Cognitive Semantic Augmentation LEO Satellite Networks for Earth Observation. - Hong-Fu Chou; Vu Nguyen Ha; Prabhu K. Thiruvasagam; Thanh-Dung Le; Geoffrey Eappen; Ti Ti Nguyen; Duc-Dung Tran; Luis Manuel Garcés Socarrás; Juan Carlos Merlano Duncan; Symeon Chatzinotas (CoRR, 2024)

Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image Classification. - Thanh-Dung Le; Vu Nguyen Ha; Ti Ti Nguyen; Geoffrey Eappen; Prabhu K. Thiruvasagam; Hong-Fu Chou; Duc-Dung Tran; Luis Manuel Garcés Socarrás; Jorge Luis González Rios; Juan Carlos Merlano Duncan; Symeon Chatzinotas (CoRR, 2024)

The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints. - Thanh-Dung Le; Ti Ti Nguyen; Vu Nguyen Ha; Symeon Chatzinotas; Philippe Jouvet; Rita Noumeir (IEEE Access, 2025)

A Semantic-Loss Function Modeling Framework With Task-Oriented Machine Learning Perspectives. - Ti Ti Nguyen; Thanh-Dung Le; Vu Nguyen Ha; Hong-Fu Chou; Geoffrey Eappen; Duc-Dung Tran; Hung Nguyen-Kha; Prabhu Thiruvasagam; Luis Manuel Garcés Socarrás; Jorge Luis González Rios; Juan Carlos Merlano Duncan; Symeon Chatzinotas (CoRR, 2025)

Heart Rate and Body Temperature Relationship in Children Admitted to PICU: A Machine Learning Approach. - Emilie Lu; Thanh-Dung Le; Philippe Jouvet; Rita Noumeir (IEEE Trans. Biomed. Eng., 2025)