Harnessing Synthetic Datasets: The Role of Shape Bias in Deep Neural Network Generalization

Elior Benarous, Sotiris Anagnostidis, Luca Biggio +1

Recent advancements in deep learning have been primarily driven by the use of large models trained on increasingly vast datasets. While neural scaling laws have emerged to predict…