8 citations · 24 across the 26 of their papers we have counts for
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cs.CV2024
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment
Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri +4
Conventional imaging diagnostics frequently encounter bottlenecks due to manual inspection, which can lead to delays and inconsistencies. Although deep learning offers a pathway to…
cs.CV2024
Quantization Effects on Neural Networks Perception: How would quantization change the perceptual field of vision models?
Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani +1
Neural network quantization is a critical technique for deploying models on resource-limited devices. Despite its widespread use, the impact of quantization on model perceptual fie…