Video outpainting is a challenging task, aiming at generating video content outside the
viewport of the input video while maintaining inter-frame and intra-frame consistency …

Story visualization aims to create visually compelling images or videos corresponding to
textual narratives. Despite recent advances in diffusion models yielding promising results …

We obtain the first analytic, interpretable and predictive theory of creativity in convolutional
diffusion models. Indeed, score-based diffusion models can generate highly creative images …

Recently, large-scale generative models have demonstrated outstanding text-to-image
generation capabilities. However, generating high-fidelity personalized images with specific …

In text-to-image diffusion models, the cross-attention map of each text token indicates the
specific image regions attended. Comparing these maps of syntactically related tokens …

BLOG | Samsung Research SAMSUNG Research Research Areas Intelligence Artificial
Intelligence Data Intelligence Device Innovation Robotics Next Generation Digital Appliances …