Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource GLANCEGuided Language Through Autoregression Establishing Natural and Classifier-Free Editing Subject The topic of the resource Autoregression; Classifier-free guidance; Diffusion models; Generative adversarial networks; Guided diffusion; Image inpainting; Image tokenization; Image-to-Image generation; Text-to-image generation Description An account of the resource In this study, researchers aimed to simplify text conversion into images using the latest text-to-image generation methods. While these methods have improved the quality and relevance of generated images, certain crucial questions remained unanswered, limiting their practicality and overall quality. To address these issues, the researchers introduced a novel text-to-image method. This method allows for better control of the scene depicted in the image through text, enhances the tokenization process by incorporating specific knowledge about key image regions such as faces and important objects, and provides guidance to the transformer model without needing a classifier. The outcome of this work was a model that achieved state-of-the-art results in terms of image quality and human evaluation, enabling the generation of high-fidelity 512?512-pixel images. Moreover, this method introduced new capabilities, including scene editing, text editing with reference scenes, handling out-of-distribution text prompts, and generating story illustrations. The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024. Creator An entity primarily responsible for making the resource Joshi D.; Tank A.; Pramila R.M. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-922 LNNS, pp. 93-102. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-97-0975-5_8" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-97-0975-5_8</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85197240594&amp;doi=10.1007%2F978-981-97-0975-5_8&amp;partnerID=40&amp;md5=d1bf9533386ce7d06aaab9a8e9411f09" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85197240594&amp;doi=10.1007%2f978-981-97-0975-5_8&amp;partnerID=40&amp;md5=d1bf9533386ce7d06aaab9a8e9411f09</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981970974-8 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Joshi D., Christ University, Bangalore, Indore, India; Tank A., Christ University, Bangalore, Indore, India; Pramila R.M., Christ University, Bangalore, Indore, India