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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 …
Lgm: Large multi-view gaussian model for high-resolution 3d content creation
Abstract 3D content creation has achieved significant progress in terms of both quality and
speed. Although current feed-forward models can produce 3D objects in seconds, their …
speed. Although current feed-forward models can produce 3D objects in seconds, their …
Splatter image: Ultra-fast single-view 3d reconstruction
Abstract We introduce the Splatter Image an ultra-efficient approach for monocular 3D object
reconstruction. Splatter Image is based on Gaussian Splatting which allows fast and high …
reconstruction. Splatter Image is based on Gaussian Splatting which allows fast and high …
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 …
Grm: Large gaussian reconstruction model for efficient 3d reconstruction and generation
We introduce GRM, a large-scale reconstructor capable of recovering a 3D asset from
sparse-view images in around 0.1 s. GRM is a feed-forward transformer-based model that …
sparse-view images in around 0.1 s. GRM is a feed-forward transformer-based model that …
Align your gaussians: Text-to-4d with dynamic 3d gaussians and composed diffusion models
Text-guided diffusion models have revolutionized image and video generation and have
also been successfully used for optimization-based 3D object synthesis. Here we instead …
also been successfully used for optimization-based 3D object synthesis. Here we instead …
Crm: Single image to 3d textured mesh with convolutional reconstruction model
Feed-forward 3D generative models like the Large Reconstruction Model (LRM) have
demonstrated exceptional generation speed. However, the transformer-based methods do …
demonstrated exceptional generation speed. However, the transformer-based methods do …
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 …
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 …