Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis

11 December 2019

Katja Schwarz

Papers citing "Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis"

39 / 39 papers shown

Title
Modeling stochastic eye tracking data: A comparison of quantum generative adversarial networks and Markov models Shailendra Bhandari P. Lencastre Pedro G. Lind GAN 14 0 0 01 Aug 2024
Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning Amandeep Kumar Muhammad Awais Sanath Narayan Hisham Cholakkal Salman Khan Rao Muhammad Anwer 38 0 0 06 Jun 2024
Part-aware Shape Generation with Latent 3D Diffusion of Neural Voxel Fields Yuhang Huang SHilong Zou Xinwang Liu K. Xu DiffM 59 0 0 02 May 2024
En3D: An Enhanced Generative Model for Sculpting 3D Humans from 2D Synthetic Data Yifang Men Biwen Lei Yuan Yao Miaomiao Cui Zhouhui Lian Xuansong Xie SyDa 3DH 24 7 0 02 Jan 2024
HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses Caoyuan Ma Yu-Lun Liu Zhixiang Wang Wu Liu Xinchen Liu Zheng Wang 3DH 17 4 0 04 Dec 2023
Control3D: Towards Controllable Text-to-3D Generation Yang Chen Yingwei Pan Yehao Li Ting Yao Tao Mei DiffM 21 45 0 09 Nov 2023
AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections Yue Wu Sicheng Xu Jianfeng Xiang Fangyun Wei Qifeng Chen Jiaolong Yang Xin Tong 3DH 19 16 0 05 Sep 2023
Meta-Auxiliary Network for 3D GAN Inversion Bangrui Jiang Zhenhua Guo Yujiu Yang 15 3 0 18 May 2023
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction Hansheng Chen Jiatao Gu Anpei Chen Wei Tian Z. Tu Lingjie Liu Haoran Su VGen DiffM 39 146 0 13 Apr 2023
OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis Hongyi Xu Guoxian Song Zihang Jiang Jianfeng Zhang Yichun Shi Jing Liu Wan-Chun Ma Jiashi Feng Linjie Luo 40 27 0 27 Mar 2023
AgileGAN3D: Few-Shot 3D Portrait Stylization by Augmented Transfer Learning Guoxian Song Hongyi Xu Jing Liu Tiancheng Zhi Yichun Shi Jianfeng Zhang Zihang Jiang Jiashi Feng S. Sang Linjie Luo 3DH 21 6 0 24 Mar 2023
UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields Yuanbo Yang Yifei Yang Hanlei Guo R. Xiong Yue Wang Yiyi Liao 26 18 0 24 Mar 2023
HyperNeRFGAN: Hypernetwork approach to 3D NeRF GAN Adam Kania Artur Kasymov Maciej Ziȩba P. Spurek 30 9 0 27 Jan 2023
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 35 279 0 12 Dec 2022
Dr.3D: Adapting 3D GANs to Artistic Drawings Wonjoon Jin Nuri Ryu Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 3DH 23 15 0 30 Nov 2022
3D Neural Field Generation using Triplane Diffusion J. Shue E. R. Chan Ryan Po Zachary Ankner Jiajun Wu Gordon Wetzstein DiffM 36 232 0 30 Nov 2022
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model Gwanghyun Kim S. Chun DiffM 23 39 0 29 Nov 2022
CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields Keqiang Sun Shangzhe Wu Ning Zhang Zhaoyang Huang Quan Wang Hongsheng Li CVBM 16 52 0 23 Nov 2022
Multi-objective Deep Data Generation with Correlated Property Control Shiyu Wang Xiaojie Guo Xuanyang Lin Bo Pan Yuanqi Du ... S. Alkhalifa K. Minbiole Bill Wuest Amarda Shehu Liang Zhao AI4CE 42 14 0 01 Oct 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou H. Tang Gordon Wetzstein Leonidas J. Guibas Luc Van Gool Radu Timofte 26 20 0 29 Jun 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 38 106 0 28 Jun 2022
GRAM-HD: 3D-Consistent Image Generation at High Resolution with Generative Radiance Manifolds Jianfeng Xiang Jiaolong Yang Yu Deng Xin Tong 34 83 0 15 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 20 14 0 13 Jun 2022
Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis Xuanmeng Zhang Zhedong Zheng Daiheng Gao Bang Zhang Pan Pan Yi Yang 3DV GAN 23 51 0 13 Apr 2022
3D GAN Inversion for Controllable Portrait Image Animation Connor Z. Lin David B. Lindell E. R. Chan Gordon Wetzstein 3DH 21 60 0 25 Mar 2022
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation Yu Deng Jiaolong Yang Jianfeng Xiang Xin Tong 3DH 13 247 0 16 Dec 2021
3D-Aware Semantic-Guided Generative Model for Human Synthesis Jichao Zhang E. Sangineto H. Tang Aliaksandr Siarohin Zhun Zhong N. Sebe Wei Wang 3DH 19 35 0 02 Dec 2021
Evolving Evocative 2D Views of Generated 3D Objects Eric Chu 13 4 0 08 Nov 2021
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis Xudong Xu Xingang Pan Dahua Lin Bo Dai 3DH AI4CE 27 60 0 01 Nov 2021
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D Yiyi Liao Jun Xie Andreas Geiger 3DV 3DPC 11 555 0 28 Sep 2021
GaussiGAN: Controllable Image Synthesis with 3D Gaussians from Unposed Silhouettes Youssef A. Mejjati Isa Milefchik Aaron Gokaslan Oliver Wang K. Kim James Tompkin 3DV 3DGS 27 5 0 24 Jun 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 34 5 0 24 Jun 2021
Counterfactual Generative Networks Axel Sauer Andreas Geiger OOD BDL CML 30 123 0 15 Jan 2021
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 49 955 0 24 Nov 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 25 864 0 05 Jul 2020
Learning Implicit Surface Light Fields Michael Oechsle Michael Niemeyer L. Mescheder Thilo Strauss Andreas Geiger 3DH 3DV 29 43 0 27 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 17 54 0 28 Feb 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 264 10,344 0 12 Dec 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 221 815 0 04 Apr 2018