
Incorporating logical knowledge improves image generation models.


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logicaldefender-enhancing-image-generation-with-logical-knowledge


LogicalDefender: Enhancing Image Generation with Logical Knowledge


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YOSO introduces a novel generative model for high-quality one-step image synthesis by integrating diffusion process with GANs.


yoso-one-step-text-to-image-synthesis-with-self-cooperative-diffusion-gans


YOSO: One-Step Text-To-Image Synthesis with Self-Cooperative Diffusion GANs



Developing a balance swap-sampling method for creative text pair-to-object generation.


tp2o-creative-text-pair-to-object-generation-using-balance-swap-sampling


TP2O: Creative Text Pair-to-Object Generation using Balance Swap-Sampling



DiffChat enables interactive image creation by aligning Large Language Models with Text-to-Image Synthesis models through user-specified instructions.


diffchat-learning-to-chat-with-text-to-image-synthesis-models-for-interactive-image-creation


DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation
