Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models

18 June 2024

Papers citing "Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models"

21 / 21 papers shown

Title
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 58 7 0 28 Jan 2025
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion Jaidev Shriram Alex Trevithick Lingjie Liu Ravi Ramamoorthi DiffM 3DGS 62 54 0 10 Apr 2024
MVD-Fusion: Single-view 3D via Depth-consistent Multi-view Generation Hanzhe Hu Zhizhuo Zhou Varun Jampani Shubham Tulsiani MDE 33 21 0 04 Apr 2024
latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction Christopher Wewer Kevin Raj Eddy Ilg Bernt Schiele J. E. Lenssen 3DGS 54 8 0 24 Mar 2024
MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images Yuedong Chen Haofei Xu Chuanxia Zheng Bohan Zhuang Marc Pollefeys Andreas Geiger Tat-Jen Cham Jianfei Cai 3DGS 43 15 0 21 Mar 2024
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation Jiaxiang Tang Zhaoxi Chen Xiaokang Chen Tengfei Wang Gang Zeng Ziwei Liu 3DGS 3DV 79 341 0 07 Feb 2024
EscherNet: A Generative Model for Scalable View Synthesis Xin Kong Shikun Liu Xiaoyang Lyu Marwan Taher Xiaojuan Qi Andrew J. Davison DiffM 75 42 0 06 Feb 2024
Denoising Diffusion via Image-Based Rendering Titas Anciukevicius Fabian Manhardt Federico Tombari Paul Henderson 32 11 0 05 Feb 2024
ReconFusion: 3D Reconstruction with Diffusion Priors Rundi Wu B. Mildenhall Philipp Henzler Keunhong Park Ruiqi Gao ... Pratul P. Srinivasan Dor Verbin Jonathan T. Barron Ben Poole Aleksander Holynski 76 168 0 05 Dec 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 150 985 0 25 Nov 2023
3DGen: Triplane Latent Diffusion for Textured Mesh Generation Anchit Gupta Wenhan Xiong Yixin Nie Anchit Gupta Barlas Oğuz DiffM 89 156 0 09 Mar 2023
RealFusion: 360° Reconstruction of Any Object from a Single Image Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 85 288 0 21 Feb 2023
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 47 123 0 19 Sep 2022
PixelSynth: Generating a 3D-Consistent Experience from a Single Image C. Rockwell David Fouhey Justin Johnson VGen 50 83 0 12 Aug 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 164 711 0 02 Mar 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 236 1,508 0 31 Dec 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 206 860 0 10 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 108 864 0 03 Feb 2017
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 219 2,391 0 25 Jan 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 226 74,467 0 18 May 2015