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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 …
3d gaussian splatting as new era: A survey
3D Gaussian Splatting (3D-GS) has emerged as a significant advancement in the field of
Computer Graphics, offering explicit scene representation and novel view synthesis without …
Computer Graphics, offering explicit scene representation and novel view synthesis without …
Objaverse-xl: A universe of 10m+ 3d objects
M Deitke, R Liu, M Wallingford, H Ngo… - Advances in …, 2023 - proceedings.neurips.cc
Natural language processing and 2D vision models have attained remarkable proficiency on
many tasks primarily by escalating the scale of training data. However, 3D vision tasks have …
many tasks primarily by escalating the scale of training data. However, 3D vision tasks have …
Sv3d: Novel multi-view synthesis and 3d generation from a single image using latent video diffusion
Abstract We present Stable Video 3D (SV3D)—a latent video diffusion model for high-
resolution, image-to-multi-view generation of orbital videos around a 3D object. Recent …
resolution, image-to-multi-view generation of orbital videos around a 3D object. Recent …
Instantmesh: Efficient 3d mesh generation from a single image with sparse-view large reconstruction models
We present InstantMesh, a feed-forward framework for instant 3D mesh generation from a
single image, featuring state-of-the-art generation quality and significant training scalability …
single image, featuring state-of-the-art generation quality and significant training scalability …
Richdreamer: A generalizable normal-depth diffusion model for detail richness in text-to-3d
Lifting 2D diffusion for 3D generation is a challenging problem due to the lack of geometric
prior and the complex entanglement of materials and lighting in natural images. Existing …
prior and the complex entanglement of materials and lighting in natural images. Existing …
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets
In the realm of digital creativity, our potential to craft intricate 3D worlds from imagination is
often hampered by the limitations of existing digital tools, which demand extensive expertise …
often hampered by the limitations of existing digital tools, which demand extensive expertise …
Geowizard: Unleashing the diffusion priors for 3d geometry estimation from a single image
We introduce GeoWizard, a new generative foundation model designed for estimating
geometric attributes, eg, depth and normals, from single images. While significant research …
geometric attributes, eg, depth and normals, from single images. While significant research …
Triposr: Fast 3d object reconstruction from a single image
This technical report introduces TripoSR, a 3D reconstruction model leveraging transformer
architecture for fast feed-forward 3D generation, producing 3D mesh from a single image in …
architecture for fast feed-forward 3D generation, producing 3D mesh from a single image in …
Mvdiffusion++: A dense high-resolution multi-view diffusion model for single or sparse-view 3d object reconstruction
This paper presents a neural architecture MVDiffusion++ for 3D object reconstruction that
synthesizes dense and high-resolution views of an object given one or a few images without …
synthesizes dense and high-resolution views of an object given one or a few images without …