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Humansd: A native skeleton-guided diffusion model for human image generation
Controllable human image generation (HIG) has attracted significant attention from
academia and industry for its numerous real-life applications. State-of-the-art solutions, such …
academia and industry for its numerous real-life applications. State-of-the-art solutions, such …
Deep person generation: A survey from the perspective of face, pose, and cloth synthesis
Deep person generation has attracted extensive research attention due to its wide
applications in virtual agents, video conferencing, online shop**, and art/movie …
applications in virtual agents, video conferencing, online shop**, and art/movie …
Cross attention based style distribution for controllable person image synthesis
Controllable person image synthesis task enables a wide range of applications through
explicit control over body pose and appearance. In this paper, we propose a cross attention …
explicit control over body pose and appearance. In this paper, we propose a cross attention …
Appearance and pose-guided human generation: A survey
Appearance and pose-guided human generation is a burgeoning field that has captured
significant attention. This subject's primary objective is to transfer pose information from a …
significant attention. This subject's primary objective is to transfer pose information from a …
Rana: Relightable articulated neural avatars
We propose RANA, a relightable and articulated neural avatar for the photorealistic
synthesis of humans under arbitrary viewpoints, body poses, and lighting. We only require a …
synthesis of humans under arbitrary viewpoints, body poses, and lighting. We only require a …
Pose-guided human animation from a single image in the wild
We present a new pose transfer method for synthesizing a human animation from a single
image of a person controlled by a sequence of body poses. Existing pose transfer methods …
image of a person controlled by a sequence of body poses. Existing pose transfer methods …
Watch it move: Unsupervised discovery of 3d joints for re-posing of articulated objects
Rendering articulated objects while controlling their poses is critical to applications such as
virtual reality or animation for movies. Manipulating the pose of an object, however, requires …
virtual reality or animation for movies. Manipulating the pose of an object, however, requires …
Towards effective usage of human-centric priors in diffusion models for text-based human image generation
Vanilla text-to-image diffusion models struggle with generating accurate human images
commonly resulting in imperfect anatomies such as unnatural postures or disproportionate …
commonly resulting in imperfect anatomies such as unnatural postures or disproportionate …
Upgpt: Universal diffusion model for person image generation, editing and pose transfer
Text-to-image models (T2I) such as StableDiffusion have been used to generate high quality
images of people. However, due to the random nature of the generation process, the person …
images of people. However, due to the random nature of the generation process, the person …
Verbal-person nets: Pose-guided multi-granularity language-to-person generation
Person image generation conditioned on natural language allows us to personalize image
editing in a user-friendly manner. This fashion, however, involves different granularities of …
editing in a user-friendly manner. This fashion, however, involves different granularities of …