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Showing 1 to 10 of 10 for “"Stable Diffusion"”.

  1. Quantitative and Qualitative Analysis of Text-to-Image models

    … like Generative Adversarial Networks (GANs), Diffusion Models, and Transformers. These models have shown they can create high-quality images from a variety of text prompts. However, a comprehensive analysis that examines both their performance and possible biases is often missing from existing …

    vt Repository record for Quantitative and Qualitative Analysis of Text-to-Image models (opens in a new tab)

  2. Re_Imaged: Reimaging architecture through artificially intelligent generated images

    … the process of AI text-to-image generating tool Stable Diffusion, the thesis argues that human brain involvement is necessary due to the lack of Stable Diffusion's ability to understand architectural drawings and elements, the ability to representing architectural depth through spaces and …

    vt Repository record for Re_Imaged: Reimaging architecture through artificially intelligent generated images (opens in a new tab)

  3. SIM-FISH: Diffusion-based simulation for fluorescence image in situ hybridization

    Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2027-05-01

    uiuc Repository record for SIM-FISH: Diffusion-based simulation for fluorescence image in situ hybridization (opens in a new tab)

  4. Seeing Beyond Limits with Physics-Informed Priors

    … that large pretrained AI models—especially diffusion models—can act as general visual priors across both dimensionality and visibility challenges. A relax-then-tighten strategy handles ill-conditioning by applying truncated singular value decomposition to reduce rank deficiencies, followed …

    mit Repository record for Seeing Beyond Limits with Physics-Informed Priors (opens in a new tab)

  5. The Uncanny Valley: An Empirical Study on Human Perceptions of AI-Generated Text and Images

    … investigates AI-generated images produced by Stable Diffusion XL at varying degrees of realism. Fifty-six participants ranked each image’s “strangeness,” revealing that highly realistic or clearly stylized outputs raise fewer concerns. By contrast, images that inhabit the uncanny valley …

    mit Repository record for The Uncanny Valley: An Empirical Study on Human Perceptions of AI-Generated Text and Images (opens in a new tab)

  6. Multimodal Foundation Models through the Lens of Security: Robust Deepfake Detection and Adversarial Resilience

    … (T2I) generation models like DALL-E and Stable Diffusion, which create highly realistic images from simple text prompts. Additionally, Multimodal Large Language Models (MLLMs) such as LLaMA and ChatGPT integrate visual and textual data to generate informative responses. Vision Foundation …

    vt Repository record for Multimodal Foundation Models through the Lens of Security: Robust Deepfake Detection and Adversarial Resilience (opens in a new tab)

  7. Development and experimental analysis of a micro-flame ionization detector for portable gas chromatographs

    … micro-FID has been developed that utilized a diffusion flame encased in a micro-fabricated SOI structure. The micro-flame was fueled by a portable electrolyzer that provided the hydrogen and oxygen flow rates necessary for the device operation. The micro-FID was able to detect organic analytes …

    uiuc Repository record for Development and experimental analysis of a micro-flame ionization detector for portable gas chromatographs (opens in a new tab)

  8. Rapid assessment of the potential chloride resistance of structural concrete

    … artificial sea water and evolution of chloride diffusion over the test period. The ageing factor of concrete mixes, which describes the development of diffusion coefficient (D) from the unsteady to steady-state determined from this research was compared with those reported in The Concrete …

    dundee Repository record for Rapid assessment of the potential chloride resistance of structural concrete (opens in a new tab)

  9. Improving Controllability in Diffusion-Based Image Inpainting through Structured Workflows and Preference-Based Model Adaptation

    … approaches for improving controllability in diffusion-based image generation. The first addresses limitations of existing inpainting-based virtual staging methods, which can produce objects that are semantically inappropriate, visually unconvincing, or poorly matched to the surrounding …

    uwo Repository record for Improving Controllability in Diffusion-Based Image Inpainting through Structured Workflows and Preference-Based Model Adaptation (opens in a new tab)