Deep Generative Models on 3D Representations: A Survey

27 October 2022

Papers citing "Deep Generative Models on 3D Representations: A Survey"

50 / 101 papers shown

Title
Benchmarking and Analyzing 3D-aware Image Synthesis with a Modularized Codebase Qiuyu Wang Zifan Shi Kecheng Zheng Yinghao Xu Sida Peng Yujun Shen 278 4 0 21 Jun 2023
UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields Yuanbo Yang Yifei Yang Hanlei Guo R. Xiong Yue Wang Yiyi Liao 60 19 0 24 Mar 2023
DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-aware Scene Synthesis Yinghao Xu Menglei Chai Zifan Shi Sida Peng Ivan Skorokhodov ... Ceyuan Yang Yujun Shen Hsin-Ying Lee Bolei Zhou Sergey Tulyakov VGen 65 61 0 22 Dec 2022
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 83 286 0 12 Dec 2022
3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models Gimin Nam Mariem Khlifi Andrew Rodriguez Alberto Tono Linqi Zhou Paul Guerrero DiffM 52 68 0 01 Dec 2022
AvatarGen: A 3D Generative Model for Animatable Human Avatars Jianfeng Zhang Zihang Jiang Dingdong Yang Hongyi Xu Yichun Shi Guoxian Song Zhongcong Xu Xinchao Wang Jiashi Feng 3DH 72 77 0 26 Nov 2022
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions Gene Chou Yuval Bahat Felix Heide DiffM 64 118 0 24 Nov 2022
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars Jingxiang Sun Xuanxia Wang Lizhen Wang Xiaoyu Li Yong Zhang Hongwen Zhang Yebin Liu 3DH 66 117 0 21 Nov 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 113 500 0 12 Oct 2022
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images Jun Gao Tianchang Shen Zian Wang Wenzheng Chen K. Yin Daiqing Li Or Litany Zan Gojcic Sanja Fidler 66 449 0 22 Sep 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation Miguel Angel Bautista Pengsheng Guo Samira Abnar Walter A. Talbott Alexander Toshev ... Shuangfei Zhai Hanlin Goh Daniel Ulbricht Afshin Dehghan J. Susskind SyDa 3DGS 54 137 0 27 Jul 2022
ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model Rao Fu Xiaoyu Zhan Yiwen Chen Daniel E. Ritchie Srinath Sridhar 64 79 0 19 Jul 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 93 108 0 28 Jun 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 176 1,114 0 22 Jun 2022
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids Katja Schwarz Axel Sauer Michael Niemeyer Yiyi Liao Andreas Geiger 84 149 0 15 Jun 2022
Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations Atsuhiro Noguchi Xiao Sun Stephen Lin Tatsuya Harada 55 67 0 19 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 350 6,854 0 13 Apr 2022
Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images A. Tewari R. MallikarjunB. Xingang Pan Ohad Fried Maneesh Agrawala Christian Theobalt CoGe 3DV DRL 50 51 0 29 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 68 99 0 28 Mar 2022
Towards Implicit Text-Guided 3D Shape Generation Zhengzhe Liu Yi Wang Xiaojuan Qi Chi-Wing Fu 47 91 0 28 Mar 2022
A Visual Navigation Perspective for Category-Level Object Pose Estimation Jiaxin Guo Fangxun Zhong R. Xiong Yunhui Liu Yue Wang Yiyi Liao OCL 63 6 0 25 Mar 2022
Pix2NeRF: Unsupervised Conditional $π$ -GAN for Single Image to Neural Radiance Fields Translation Shengqu Cai Anton Obukhov Dengxin Dai Luc Van Gool 52 100 0 26 Feb 2022
Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 94 576 0 21 Jan 2022
StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 91 354 0 21 Dec 2021
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CLIP 97 385 0 09 Dec 2021
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 239 1,646 0 09 Dec 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 160 627 0 22 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 99 450 0 10 Nov 2021
CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis Peng Zhou Lingxi Xie Bingbing Ni Qi Tian 72 175 0 19 Oct 2021
Voxel Transformer for 3D Object Detection Jiageng Mao Yujing Xue Minzhe Niu Haoyue Bai Jiashi Feng Xiaodan Liang Hang Xu Chunjing Xu 3DPC ViT 65 411 0 06 Sep 2021
3D Shape Generation with Grid-based Implicit Functions Moritz Ibing I. Lim Leif Kobbelt 58 59 0 22 Jul 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 80 1,721 0 20 Jun 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 96 751 0 20 Apr 2021
Unconstrained Scene Generation with Locally Conditioned Radiance Fields Terrance Devries Miguel Angel Bautista Nitish Srivastava Graham W. Taylor J. Susskind 75 155 0 01 Apr 2021
NeRF-VAE: A Geometry Aware 3D Scene Generative Model Adam R. Kosiorek Heiko Strathmann Daniel Zoran Pol Moreno R. Schneider Sovna Mokrá Danilo Jimenez Rezende DRL 83 141 0 01 Apr 2021
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis Jiaxin Li Zijian Feng Qi She Henghui Ding Changhu Wang G. Lee 3DH MDE 57 160 0 27 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 86 1,072 0 25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 51 821 0 25 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 80 641 0 18 Mar 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 247 743 0 02 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 385 4,919 0 24 Feb 2021
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes Towaki Takikawa Joey Litalien K. Yin Karsten Kreis Charles T. Loop Derek Nowrouzezahrai Alec Jacobson M. McGuire Sanja Fidler 3DV 89 522 0 26 Jan 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng Yuanqing Zhang Yinghao Xu Qianqian Wang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 269 701 0 31 Dec 2020
ANR: Articulated Neural Rendering for Virtual Avatars Amit Raj Julian Tanke James Hays Minh Vo Carsten Stoll Christoph Lassner 3DH 65 67 0 23 Dec 2020
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis E. R. Chan M. Monteiro Petr Kellnhofer Jiajun Wu Gordon Wetzstein GAN 104 853 0 02 Dec 2020
Deep Implicit Templates for 3D Shape Representation Zerong Zheng Tao Yu Qionghai Dai Yebin Liu 48 117 0 30 Nov 2020
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence Yu Deng Jiaolong Yang Xin Tong 68 150 0 27 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 140 962 0 24 Nov 2020
A Progressive Conditional Generative Adversarial Network for Generating Dense and Colored 3D Point Clouds Mohammad Arshad William J. Beksi 3DPC 49 22 0 12 Oct 2020
Learning Gradient Fields for Shape Generation Ruojin Cai Guandao Yang Hadar Averbuch-Elor Jinwei Gu Serge J. Belongie Noah Snavely B. Hariharan 3DPC 91 285 0 14 Aug 2020