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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 …
A comprehensive survey on 3d content generation
Recent years have witnessed remarkable advances in artificial intelligence generated
content (AIGC), with diverse input modalities, eg, text, image, video, audio and 3D. The 3D is …
content (AIGC), with diverse input modalities, eg, text, image, video, audio and 3D. The 3D is …
Wonder3d: Single image to 3d using cross-domain diffusion
In this work we introduce Wonder3D a novel method for generating high-fidelity textured
meshes from single-view images with remarkable efficiency. Recent methods based on the …
meshes from single-view images with remarkable efficiency. Recent methods based on the …
One-2-3-45: Any single image to 3d mesh in 45 seconds without per-shape optimization
Single image 3D reconstruction is an important but challenging task that requires extensive
knowledge of our natural world. Many existing methods solve this problem by optimizing a …
knowledge of our natural world. Many existing methods solve this problem by optimizing a …
Text-to-3d using gaussian splatting
Automatic text-to-3D generation that combines Score Distillation Sampling (SDS) with the
optimization of volume rendering has achieved remarkable progress in synthesizing realistic …
optimization of volume rendering has achieved remarkable progress in synthesizing realistic …
One-2-3-45++: Fast single image to 3d objects with consistent multi-view generation and 3d diffusion
Recent advancements in open-world 3D object generation have been remarkable with
image-to-3D methods offering superior fine-grained control over their text-to-3D …
image-to-3D methods offering superior fine-grained control over their text-to-3D …
Triplane meets gaussian splatting: Fast and generalizable single-view 3d reconstruction with transformers
Recent advancements in 3D reconstruction from single images have been driven by the
evolution of generative models. Prominent among these are methods based on Score …
evolution of generative models. Prominent among these are methods based on Score …
Magic123: One image to high-quality 3d object generation using both 2d and 3d diffusion priors
We present Magic123, a two-stage coarse-to-fine approach for high-quality, textured 3D
meshes generation from a single unposed image in the wild using both2D and 3D priors. In …
meshes generation from a single unposed image in the wild using both2D and 3D priors. In …
Text2room: Extracting textured 3d meshes from 2d text-to-image models
Abstract We present Text2Room, a method for generating room-scale textured 3D meshes
from a given text prompt as input. To this end, we leverage pre-trained 2D text-to-image …
from a given text prompt as input. To this end, we leverage pre-trained 2D text-to-image …
Renderdiffusion: Image diffusion for 3d reconstruction, inpainting and generation
Diffusion models currently achieve state-of-the-art performance for both conditional and
unconditional image generation. However, so far, image diffusion models do not support …
unconditional image generation. However, so far, image diffusion models do not support …