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State of the art on diffusion models for visual computing
The field of visual computing is rapidly advancing due to the emergence of generative
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …
Recent advances in 3d gaussian splatting
The emergence of 3D Gaussian splatting (3DGS) has greatly accelerated rendering in novel
view synthesis. Unlike neural implicit representations like neural radiance fields (NeRFs) …
view synthesis. Unlike neural implicit representations like neural radiance fields (NeRFs) …
Anydoor: Zero-shot object-level image customization
This work presents AnyDoor a diffusion-based image generator with the power to teleport
target objects to new scenes at user-specified locations with desired shapes. Instead of …
target objects to new scenes at user-specified locations with desired shapes. Instead of …
Magicanimate: Temporally consistent human image animation using diffusion model
This paper studies the human image animation task which aims to generate a video of a
certain reference identity following a particular motion sequence. Existing animation works …
certain reference identity following a particular motion sequence. Existing animation works …
Dragdiffusion: Harnessing diffusion models for interactive point-based image editing
Accurate and controllable image editing is a challenging task that has attracted significant
attention recently. Notably DragGAN developed by Pan et al.(2023) is an interactive point …
attention recently. Notably DragGAN developed by Pan et al.(2023) is an interactive point …
Fastcomposer: Tuning-free multi-subject image generation with localized attention
Diffusion models excel at text-to-image generation, especially in subject-driven generation
for personalized images. However, existing methods are inefficient due to the subject …
for personalized images. However, existing methods are inefficient due to the subject …
Style aligned image generation via shared attention
Abstract Large-scale Text-to-Image (T2I) models have rapidly gained prominence across
creative fields generating visually compelling outputs from textual prompts. However …
creative fields generating visually compelling outputs from textual prompts. However …
Storydiffusion: Consistent self-attention for long-range image and video generation
For recent diffusion-based generative models, maintaining consistent content across a
series of generated images, especially those containing subjects and complex details …
series of generated images, especially those containing subjects and complex details …
Mastering text-to-image diffusion: Recaptioning, planning, and generating with multimodal llms
Diffusion models have exhibit exceptional performance in text-to-image generation and
editing. However, existing methods often face challenges when handling complex text …
editing. However, existing methods often face challenges when handling complex text …
Follow your pose: Pose-guided text-to-video generation using pose-free videos
Generating text-editable and pose-controllable character videos have an imperious demand
in creating various digital human. Nevertheless, this task has been restricted by the absence …
in creating various digital human. Nevertheless, this task has been restricted by the absence …