Web2 days ago · We present ImageReward -- the first general-purpose text-to-image human preference reward model -- to address various prevalent issues in generative models and align them with human values and preferences. Its training is based on our systematic annotation pipeline that covers both the rating and ranking components, collecting a … Web7 Apr 2024 · Diffusion-based models have achieved state-of-the-art performance on text-to-image synthesis tasks. However, one critical limitation of these models is the low fidelity of generated images with respect to the text description, such as missing objects, mismatched attributes, and mislocated objects. One key reason for such inconsistencies is the …
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Web27 Aug 2013 · - Prepublishing on IEEE's texrxiv is encouraged. signalprocessingsociety.org IEEE JSTSP Special Issue on Signal Analysis for Detection and Manuscript Due: May 30, … WebPopulation Studies, 72 (2), 275–277. DOI: 10.1080/00324728.2024.1436026. Author's accepted manuscript available from the link below. Gray J, Hilton J and Bijak J (2024) … colored sheet metal near me
[2304.06588] ChatGPT-4 Outperforms Experts and Crowd Workers …
Web1 day ago · This paper assesses the accuracy, reliability and bias of the Large Language Model (LLM) ChatGPT-4 on the text analysis task of classifying the political affiliation of a Twitter poster based on the content of a tweet. The LLM is compared to manual annotation by both expert classifiers and crowd workers, generally considered the gold standard for … Web2 days ago · We present ImageReward -- the first general-purpose text-to-image human preference reward model -- to address various prevalent issues in generative models and … Web1 day ago · Expressive Text-to-Image Generation with Rich Text. Plain text has become a prevalent interface for text-to-image synthesis. However, its limited customization options hinder users from accurately describing desired outputs. For example, plain text makes it hard to specify continuous quantities, such as the precise RGB color value or importance ... colored sheep wool rs3