Document Image Cleaning using Budget-Aware Black-Box Approximation. Recent work has shown that by approximating the behaviour of a non-differentiable black-box function using a neural network, the black-box can be integrated into a differentiable training pipeline for end-to-end training.
Jun 22, 2023
Jun 22, 2023 · Recent work has shown that by approximating the behaviour of a non-differentiable black-box function using a neural network, the black-box ...
This research work focuses on improving the performance of an Optical Character Recognition (OCR) system, which is used to recognize text from images.
Document Image Cleaning using Budget-Aware Black-Box Approximation ... In this work, we propose two sample selection algorithms to train an OCR preprocessor with ...
Tata Ganesh's Post · Document Image Cleaning using Budget-Aware Black-Box Approximation · Explore topics.
The repository contains code for training and evaluating the experiments performed in the submission titled "Document Image Cleaning using Budget-Aware ...
Co-authors ; Document Image Cleaning using Budget-Aware Black-Box Approximation. G Tata, K Singh, E Van Oeveren, N Ray. arXiv preprint arXiv:2306.13236, 2023.
Co-authors ; Document Image Cleaning using Budget-Aware Black-Box Approximation. G Tata, K Singh, E Van Oeveren, N Ray. arXiv preprint arXiv:2306.13236, 2023.
Document Image Cleaning using Budget-Aware Black-Box Approximation · 1 code implementation • 22 Jun 2023 • Ganesh Tata, Katyani Singh, Eric Van Oeveren, ...
Document Image Cleaning using Budget-Aware Black-Box Approximation ... Recent work has shown that by approximating the behaviour of a non-differentiable black-box ...