Recent advances in implicit representation-based 3d shape generation

JM Sun, T Wu, L Gao - Visual Intelligence, 2024 - Springer
Various techniques have been developed and introduced to address the pressing need to
create three-dimensional (3D) content for advanced applications such as virtual reality and …

Scenescape: Text-driven consistent scene generation

R Fridman, A Abecasis, Y Kasten… - Advances in Neural …, 2023 - proceedings.neurips.cc
We present a method for text-driven perpetual view generation--synthesizing long-term
videos of various scenes solely, given an input text prompt describing the scene and camera …

Wonderjourney: Going from anywhere to everywhere

HX Yu, H Duan, J Hur, K Sargent… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce WonderJourney a modular framework for perpetual 3D scene generation.
Unlike prior work on view generation that focuses on a single type of scenes we start at any …

Citydreamer: Compositional generative model of unbounded 3d cities

H **e, Z Chen, F Hong, Z Liu - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Abstract 3D city generation is a desirable yet challenging task since humans are more
sensitive to structural distortions in urban environments. Additionally generating 3D cities is …

Nerfiller: Completing scenes via generative 3d inpainting

E Weber, A Holynski, V Jampani… - Proceedings of the …, 2024 - openaccess.thecvf.com
We propose NeRFiller an approach that completes missing portions of a 3D capture via
generative 3D inpainting using off-the-shelf 2D visual generative models. Often parts of a …

Infinicity: Infinite-scale city synthesis

CH Lin, HY Lee, W Menapace, M Chai… - Proceedings of the …, 2023 - openaccess.thecvf.com
Toward infinite-scale 3D city synthesis, we propose a novel framework, InfiniCity, which
constructs and renders an unconstrainedly large and 3D-grounded environment from …

Scenedreamer: Unbounded 3d scene generation from 2d image collections

Z Chen, G Wang, Z Liu - IEEE transactions on pattern analysis …, 2023 - ieeexplore.ieee.org
In this work, we present SceneDreamer, an unconditional generative model for unbounded
3D scenes, which synthesizes large-scale 3D landscapes from random noise. Our …

Wonderworld: Interactive 3d scene generation from a single image

HX Yu, H Duan, C Herrmann, WT Freeman… - arxiv preprint arxiv …, 2024 - arxiv.org
We present WonderWorld, a novel framework for interactive 3D scene generation that
enables users to interactively specify scene contents and layout and see the created scenes …

Streetscapes: Large-scale consistent street view generation using autoregressive video diffusion

B Deng, R Tucker, Z Li, L Guibas, N Snavely… - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
We present a method for generating Streetscapes—long sequences of views through an on-
the-fly synthesized city-scale scene. Our generation is conditioned by language input (eg …

Coho: Context-sensitive city-scale hierarchical urban layout generation

L He, D Aliaga - European Conference on Computer Vision, 2024 - Springer
The generation of large-scale urban layouts has garnered substantial interest across various
disciplines. Prior methods have utilized procedural generation requiring manual rule coding …