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cs.CV2025
ViT-ProtoNet for Few-Shot Image Classification: A Multi-Benchmark Evaluation
Abdulvahap Mutlu, Şengül Doğan, Türker Tuncer
The remarkable representational power of Vision Transformers (ViTs) remains underutilized in few-shot image classification. In this work, we introduce ViT-ProtoNet, which integrate…
cs.LG2025
Synthetic ALS-EEG Data Augmentation for ALS Diagnosis Using Conditional WGAN with Weight Clipping
Abdulvahap Mutlu, Şengül Doğan, Türker Tuncer
Amyotrophic Lateral Sclerosis (ALS) is a rare neurodegenerative disease, and high-quality EEG data from ALS patients are scarce. This data scarcity, coupled with severe class imbal…