WiDS TLV 2020- Sharon Fogel- ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation Optical character recognition (OCR) systems performance improved significantly in the deep learning era. This is especially true for handwritten text recognition (HTR), where each author has a unique style, unlike printed text, where the variation is smaller by design. That said, deep learning based HTR is limited, as in every other task, by the number of training examples. Gathering data is a challenging and costly task, and even more