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Typology of risks of generative text-to-image models
This paper investigates the direct risks and harms associated with modern text-to-image
generative models, such as DALL-E and Midjourney, through a comprehensive literature …
generative models, such as DALL-E and Midjourney, through a comprehensive literature …
Metaverse wearables for immersive digital healthcare: a review
The recent exponential growth of metaverse technology has been instrumental in resha**
a myriad of sectors, not least digital healthcare. This comprehensive review critically …
a myriad of sectors, not least digital healthcare. This comprehensive review critically …
Text-to-image diffusion models in generative ai: A survey
This survey reviews text-to-image diffusion models in the context that diffusion models have
emerged to be popular for a wide range of generative tasks. As a self-contained work, this …
emerged to be popular for a wide range of generative tasks. As a self-contained work, this …
Tifa: Accurate and interpretable text-to-image faithfulness evaluation with question answering
Despite thousands of researchers, engineers, and artists actively working on improving text-
to-image generation models, systems often fail to produce images that accurately align with …
to-image generation models, systems often fail to produce images that accurately align with …
A survey of the vision transformers and their CNN-transformer based variants
Vision transformers have become popular as a possible substitute to convolutional neural
networks (CNNs) for a variety of computer vision applications. These transformers, with their …
networks (CNNs) for a variety of computer vision applications. These transformers, with their …
Agiqa-3k: An open database for ai-generated image quality assessment
With the rapid advancements of the text-to-image generative model, AI-generated images
(AGIs) have been widely applied to entertainment, education, social media, etc. However …
(AGIs) have been widely applied to entertainment, education, social media, etc. However …
[PDF][PDF] Multimodal image synthesis and editing: A survey
As information exists in various modalities in real world, effective interaction and fusion
among multimodal information plays a key role for the creation and perception of multimodal …
among multimodal information plays a key role for the creation and perception of multimodal …
Dall-eval: Probing the reasoning skills and social biases of text-to-image generation models
Recently, DALL-E, a multimodal transformer language model, and its variants including
diffusion models have shown high-quality text-to-image generation capabilities. However …
diffusion models have shown high-quality text-to-image generation capabilities. However …
Clipdraw: Exploring text-to-drawing synthesis through language-image encoders
CLIPDraw is an algorithm that synthesizes novel drawings from natural language input. It
does not require any additional training; rather, a pre-trained CLIP language-image encoder …
does not require any additional training; rather, a pre-trained CLIP language-image encoder …
Diffusion models, image super-resolution, and everything: A survey
Diffusion models (DMs) have disrupted the image super-resolution (SR) field and further
closed the gap between image quality and human perceptual preferences. They are easy to …
closed the gap between image quality and human perceptual preferences. They are easy to …