ATSal: An Attention Based Architecture for Saliency Prediction in 360$^ circ $ Videos. - Yasser Dahou; Marouane Tliba; Kevin McGuinness; Noel E. O'Connor (ICPR Workshops (3), 2020)

ATSal: An Attention Based Architecture for Saliency Prediction in 360 Videos. - Yasser Abdelaziz Dahou Djilali; Marouane Tliba; Kevin McGuinness; Noel E. O'Connor (CoRR, 2020)

Salypath: A Deep-Based Architecture For Visual Attention Prediction. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Rachid Harba (ICIP, 2021)

A domain adaptive deep learning solution for scanpath prediction of paintings. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Alessandro Bruno (CBMI, 2022)

Self Supervised Scanpath Prediction Framework for Painting Images. - Marouane Tliba; Mohamed Amine Kerkouri; Aladine Chetouani; Alessandro Bruno (CVPR Workshops, 2022)

SalyPath360: Saliency and scanpath prediction framework for omnidirectional images. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Mohamed Sayeh (HVEI, 2022)

Representation Learning Optimization for 3D Point Cloud Quality Assessment Without Reference. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (ICIP, 2022)

Deep-Based Quality Assessment of Medical Images Through Domain Adaptation. - Marouane Tliba; Aymen Sekhri; Mohamed Amine Kerkouri; Aladine Chetouani (ICIP, 2022)

Point Cloud Quality Assessment Using Cross-correlation of Deep Features. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (QoEVMA @ ACM Multimedia, 2022)

SATSal: A Multi-Level Self-Attention Based Architecture for Visual Saliency Prediction. - Marouane Tliba; Mohamed Amine Kerkouri; Bashir Ghariba; Aladine Chetouani; Arzu Çöltekin; Mohamed S. Shehata; Alessandro Bruno (IEEE Access, 2022)

PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (CoRR, 2022)

Insights into Classifying and Mitigating LLMs' Hallucinations. - Alessandro Bruno; Pier Luigi Mazzeo; Aladine Chetouani; Marouane Tliba; Mohamed Amine Kerkouri (AIxPAC@AI*IA, 2023)

Automatic diagnosis of knee osteoarthritis severity using Swin transformer. - Aymen Sekhri; Mohamed Amine Kerkouri; Aladine Chetouani; Marouane Tliba; Yassine Nasser; Rachid Jennane; Alessandro Bruno (CBMI, 2023)

Detecting colour vision deficiencies via Webcam-based Eye-tracking: A case study. - Alessandro Bruno; Marouane Tliba; Mohamed Amine Kerkouri; Aladine Chetouani; Carlo Calogero Giunta; Arzu Çöltekin (ETRA, 2023)

Multi-Modal Evaluation of 3D Point Clouds Images: A Novel No-Reference Approach Using a Multi-Stream Attentive Architecture. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (EUSIPCO, 2023)

PCQA-Graphpoint: Efficient Deep-Based Graph Metric for Point Cloud Quality Assessment. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (ICASSP, 2023)

An Inter-Observer Consistent Deep Adversarial Training for Visual Scanpath Prediction. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Alessandro Bruno (ICIP, 2023)

Quality evaluation of point clouds: a novel no-reference approach using transformer-based architecture. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (CoRR, 2023)

Health Misinformation Detection: A Chunking Strategy Integrated to Retrieval-Augmented Generation (short paper). - Walid Taib; Idriss Saadallah; Abdelali Ichou; Abderrahmene Hamdi; Alessandro Bruno; Pier Luigi Mazzeo; Aladine Chetouani; Marouane Tliba; Mohamed Amine Kerkouri (AIxPAC@AI*IA, 2024)

AVAtt : Art Visual Attention dataset for diverse painting styles. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Alessandro Bruno (ETRA, 2024)

Perceptual Evaluation of Masked AutoEncoder Emergent Properties Through Eye-Tracking-Based Policy. - Marouane Tliba; Mohamed Amine Kerkouri; Aladine Chetouani; Alessandro Bruno; Mohammed El Hassouni; Arzu Çöltekin (ETRA, 2024)

Multi-purpose Domain Adaptive Network for Unsupervised SAR Colorization. - Nour Aburaed; Mina Al-Saad; Marouane Tliba; Aladine Chetouani; Mohammed Q. Alkhatib; M. Sami Zitouni; Saeed Al-Mansoori; Hussain Al-Ahmad (EUSIPCO, 2024)

Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment. - Aymen Sekhri; Marouane Tliba; Mohamed Amine Kerkouri; Yassine Nasser; Aladine Chetouani; Alessandro Bruno; Rachid Jennane (EUSIPCO, 2024)

Balancing Representation Abstractions and Local Details Preservation for 3d Point Cloud Quality Assessment. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (ICASSP, 2024)

Quantization Effects on Neural Networks Perception: How would quantization change the perceptual field of vision models? - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Alessandro Bruno (IPTA, 2024)

Enhancing Immersive Experiences through 3D Point Cloud Analysis: A Novel Framework for Applying 2D Visual Saliency Models to 3D Point Clouds. - Marouane Tliba; Xuemei Zhou; Irene Viola 001; Pablo César; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (QoMEX, 2024)

Revising the use of deep learning for effective point clouds quality assessment. (Révision de l'utilisation de l'apprentissage profond pour une évaluation efficace de la qualité des nuages de points). - Marouane Tliba (2024)

Special issue: Multimedia data analysis for smart city environment safety. - Alessandro Bruno; Aladine Chetouani; Zoheir A. Sabeur; Marouane Tliba; Evangelos Maltezos; Miguel Gonzalez San Emeterio (Multim. Tools Appl., 2024)

Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging. - David C. Wong 005; Bin Wang 068; Gorkem Durak; Marouane Tliba; Akshay Chaudhari; Aladine Chetouani; Ahmet Enis Çetin; Cagdas Topel; Nicolo Gennaro; Camila Lopes Vendrami; Tugce Agirlar Trabzonlu; Amir Ali Rahsepar; et al. (CVPR Workshops, 2025)

Knowledge Distillation Approach for SOS Fusion Staging: Towards Fully Automated Skeletal Maturity Assessment. - Omid Halimi Milani; Amanda Nikho; Marouane Tliba; Lauren Mills; Ahmet Enis Çetin; Mohammed H. Elnagar (CVPR Workshops, 2025)

Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images. - David C. Wong 005; Bin Wang 068; Gorkem Durak; Marouane Tliba; Mohamed Amine Kerkouri; Aladine Chetouani; Ahmet Enis Çetin; Cagdas Topel; Nicolo Gennaro; Camila Vendrami; Tugce Agirlar Trabzonlu; Amir Ali Rahsepar; et al. (ETRA, 2025)

Gradient Attention Map Based Verification of Deep Convolutional Neural Networks with Application to X-ray Image Datasets. - Omid Halimi Milani; Amanda Nikho; Lauren Mills; Marouane Tliba; Ahmet Enis Çetin; Mohammed H. Elnagar (VTS, 2025)

Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Nour Aburaed; Alessandro Bruno (CoRR, 2025)