2 papers
cs.CV2026
SpurAudio: A Benchmark for Studying Shortcut Learning in Few-Shot Audio Classification
Giries Abu Ayoub, Morad Tukan, Loay Mualem
Few-shot classification (FSC) is widely used for learning from limited labeled data, yet most evaluations implicitly assume that target concepts are independent of contextual cues.…
cs.LG2025
Improving Model Classification by Optimizing the Training Dataset
Morad Tukan, Loay Mualem, Eitan Netzer +1
In the era of data-centric AI, the ability to curate high-quality training data is as crucial as model design. Coresets offer a principled approach to data reduction, enabling effi…