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Mohamed Amine Kerkouri

Observed names: KERKOURI, Mohamed A., Kerkouri, Mohamed Amine, Kerkouri, Mohammed Amine, M.A. Kerkouri, Mohamed A Kerkouri, Mohamed A. Kerkouri, Mohamed Amine KERKOURI
Observed institutions: Northwestern University, Université d'Orléans, VSB - Technical University of Ostrava, Université Sorbonne Paris Nord, Laboratoire Pluridisciplinaire de Recherche en Ingénierie des Systèmes, Mécanique et Energétique, Development Initiatives, Community Initiatives
ORCID: 0000-0002-7479-6879
Observed ORCID: 0000-0002-7479-6879
OpenAlex ID: A5042662381
SATSal: A Multi-Level Self-Attention Based Architecture for Visual Saliency Prediction
2022 · Marouane Tliba, Mohamed A. Kerkouri, et al. · IEEE Access · 29
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Automatic diagnosis of knee osteoarthritis severity using Swin transformer
2023 · Aymen Sekhri, Mohamed A Kerkouri, et al. · International Workshop on Content-Based Multimedia Indexing (CBMI) · 14
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Salypath: A Deep-Based Architecture For Visual Attention Prediction
2021 · Mohamed A. Kerkouri, Marouane Tliba, et al. · Proceedings - International Conference on Image Processing · 13
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Deep-Based Quality Assessment of Medical Images Through Domain Adaptation
2022 · Marouane Tliba, Aymen Sekhri, et al. · Proceedings - International Conference on Image Processing · 10
Insights into Classifying and Mitigating LLMs' Hallucinations
2023 · Bruno, Alessandro, Mazzeo, Pier Luigi, et al. · arXiv (Cornell University) · 9
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Self Supervised Scanpath Prediction Framework for Painting Images
2022 · Marouane Tliba, Mohamed Amine Kerkouri, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 8
A domain adaptive deep learning solution for scanpath prediction of paintings
2022 · Mohamed Amine Kerkouri, Marouane Tliba, et al. · International Workshop on Content-Based Multimedia Indexing (CBMI) · 7
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Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment
2024 · Aymen Sekhri, Marouane Tliba, et al. · European Signal Processing Conference (EUSIPCO) · 6
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SalyPath360: Saliency and scanpath prediction framework for omnidirectional images
2022 · Mohamed Amine Kerkouri, Marouane Tliba, et al. · Electronic Imaging · 6
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SalyPath360: Saliency and Scanpath Prediction Framework for Omnidirectional Images
2022 · Kerkouri, Mohamed Amine, Tliba, Marouane, et al. · arXiv (Cornell University) · 6
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Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images
2025 · David C Wong, Bin Wang, et al. · ACM Symposium on Eye Tracking Research and Applications (ETRA) · 3
Detecting colour vision deficiencies via Webcam-based Eye-tracking: A case study
2023 · Alessandro Bruno, Marouane Tliba, et al. · ACM Symposium on Eye Tracking Research and Applications (ETRA) · 3
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What They Saw, Not Just Where They Looked: Semantic Scanpath Similarity via VLMs and NLP metrics
2026 · Mohamed Amine Kerkouri, Marouane Tliba, et al. · ACM Symposium on Eye Tracking Research and Applications (ETRA) · 2
A Graph-Driven Approach to Knee Osteoarthritis Severity Classification
2025 · Marouane Tliba, Yassine Nasser, et al. · European Signal Processing Conference (EUSIPCO) · 1
AVAtt : Art Visual Attention dataset for diverse painting styles
2024 · Mohamed Amine Kerkouri, Marouane Tliba, et al. · ACM Symposium on Eye Tracking Research and Applications (ETRA) · 1
An Inter-Observer Consistent Deep Adversarial Training for Visual Scanpath Prediction
2023 · Mohamed Amine Kerkouri, Marouane Tliba, et al. · Proceedings - International Conference on Image Processing · 1
GazeRefine: Expert Gaze as a Test-Time Prompt for Training-Free Medical Image Segmentation
2026 · Benyahia, Mohammed Oussama, Tliba, Marouane, et al. · arXiv (Cornell University)
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Matched Outcomes, Divergent Gaze: How Foveated MLLMs Search Compared to Humans
2026 · Kerkouri, Mohamed Amine, Tliba, Marouane, et al. · arXiv (Cornell University)
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Divergent Gaze Patterns in Artistic Viewing: Spatial and Temporal Signatures of Attention Across Autistic Individuals, Artists, and Neurotypical Observers
2026 · Kerkouri, Mohammed Amine, Senggaran, Daphné, et al. · arXiv (Cornell University)
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ThinkProbe: Beyond Accuracy -- Structural Profiling of Open-Ended LLM Reasoning Traces via Non-Generative Thought Graphs
2026 · Kerkouri, Mohamed Amine, Hernandez, Simon D., et al. · arXiv (Cornell University)
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Closing the Foveal Gap: Perceptually Grounded Scanpath Comparison with Disc IoU
2026 · Mohamed Amine Kerkouri, Marouane Tliba, et al. · ACM Symposium on Eye Tracking Research and Applications (ETRA)
SPGen: Stochastic scanpath generation for paintings using unsupervised domain adaptation
2026 · Kerkouri, Mohamed Amine, Tliba, Marouane, et al. · arXiv (Cornell University)
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Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality
2025 · Kerkouri, Mohamed Amine, Tliba, Marouane, et al. · arXiv (Cornell University)
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Quantization Effects on Neural Networks Perception: How would quantization change the perceptual field of vision models?
2024 · Mohamed Amine KERKOURI, Marouane TLIBA, et al. · International Conference on Image Processing Theory, Tools and Applications (IPTA)
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Perceptual Evaluation of Masked AutoEncoder Emergent Properties Through Eye-Tracking-Based Policy
2024 · Marouane Tliba, Mohamed Amine Kerkouri, et al. · ACM Symposium on Eye Tracking Research and Applications (ETRA)
Works count: 42
Citation count: 119
H-index: 7
I10-index: 4
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