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Vision-language pre-training: Basics, recent advances, and future trends
This monograph surveys vision-language pre-training (VLP) methods for multimodal
intelligence that have been developed in the last few years. We group these approaches …
intelligence that have been developed in the last few years. We group these approaches …
Large-scale text-to-image generation models for visual artists' creative works
Large-scale Text-to-image Generation Models (LTGMs)(eg, DALL-E), self-supervised deep
learning models trained on a huge dataset, have demonstrated the capacity for generating …
learning models trained on a huge dataset, have demonstrated the capacity for generating …
Videocrafter2: Overcoming data limitations for high-quality video diffusion models
H Chen, Y Zhang, X Cun, M ** counterfactuals for photorealistic object removal and insertion
Diffusion models have revolutionized image editing but often generate images that violate
physical laws, particularly the effects of objects on the scene, eg, occlusions, shadows, and …
physical laws, particularly the effects of objects on the scene, eg, occlusions, shadows, and …
Generative disco: Text-to-video generation for music visualization
Visuals can enhance our experience of music, owing to the way they can amplify the
emotions and messages conveyed within it. However, creating music visualization is a …
emotions and messages conveyed within it. However, creating music visualization is a …