Survey on Controlable Image Synthesis with Deep Learning

18 July 2023

Papers citing "Survey on Controlable Image Synthesis with Deep Learning"

50 / 81 papers shown

Title
NeRF-Loc: Visual Localization with Conditional Neural Radiance Field Jianlin Liu Qiang Nie Yang Liu Chengjie Wang 77 39 0 17 Apr 2023
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction Hansheng Chen Jiatao Gu Anpei Chen Wei Tian Zhuowen Tu Lingjie Liu Haoran Su VGen DiffM 95 151 0 13 Apr 2023
NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects Zhiwen Yan Chen Li G. Lee 60 88 0 25 Mar 2023
GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images Jianchuan Chen Wen Yi Liqian Ma Xu Jia Huchuan Lu 3DH 45 23 0 24 Mar 2023
Balanced Spherical Grid for Egocentric View Synthesis Changwoon Choi Sang Min Kim Y. Kim EgoV 53 28 0 22 Mar 2023
NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer Kun Zhou Wenbo Li Yi Wang T. Hu Nianjuan Jiang Xiaoguang Han Jiasen Lu 43 25 0 13 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 70 530 0 07 Mar 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 105 4,074 1 10 Feb 2023
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion Yushi Lan Xuyi Meng Shuai Yang Chen Change Loy Bo Dai 3DH 3DV 68 30 0 14 Dec 2022
NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior Wenjing Bian Zirui Wang Kejie Li Jiawang Bian V. Prisacariu 77 241 0 14 Dec 2022
NeRFEditor: Differentiable Style Decomposition for Full 3D Scene Editing Chun-Yu Sun Yanbing Liu Junlin Han Stephen Gould 38 7 0 07 Dec 2022
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields Anh-Quan Cao Raoul de Charette MDE 82 45 0 05 Dec 2022
Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion René Haas Stella Grasshof Sami S. Brandt 3DV 41 2 0 14 Nov 2022
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 124 500 0 20 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 139 3,438 0 16 Oct 2022
3D GAN Inversion with Pose Optimization Jaehoon Ko Kyusun Cho Daewon Choi Kwang-seok Ryoo Seung Wook Kim 52 59 0 13 Oct 2022
XDGAN: Multi-Modal 3D Shape Generation in 2D Space Hassan Abu Alhaija Alara Dirik André Knorig Sanja Fidler Maria Shugrina 3DV 43 7 0 06 Oct 2022
IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View Synthesis Weicai Ye Shuo Chen Chong Bao Hujun Bao Marc Pollefeys Zhaopeng Cui Guofeng Zhang 60 47 0 02 Oct 2022
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View Synthesis Xingyi Li Chaoyi Hong Yiran Wang Z. Cao Ke Xian Guosheng Lin 65 19 0 29 Sep 2022
Generative Deformable Radiance Fields for Disentangled Image Synthesis of Topology-Varying Objects ZiYun Wang Yu Deng Jiaolong Yang Jingyi Yu Xin Tong 3DH 68 10 0 09 Sep 2022
Vision Transformer for NeRF-Based View Synthesis from a Single Input Image Kai-En Lin Yen-Chen Lin Wei-Sheng Lai Nayeon Lee Yichang Shih R. Ramamoorthi ViT 57 113 0 12 Jul 2022
Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations Tianlong Chen Peihao Wang Zhiwen Fan Zhangyang Wang 55 55 0 04 Jul 2022
Generalizable Neural Radiance Fields for Novel View Synthesis with Transformer Dan Wang Xinrui Cui Fellow Ieee Septimiu Salcudean F. I. Z. Jane Wang ViT 53 25 0 10 Jun 2022
NeRF-Editing: Geometry Editing of Neural Radiance Fields Yu-Jie Yuan Yang-Tian Sun Yu-kun Lai Yuewen Ma Rongfei Jia Lin Gao 51 242 0 10 May 2022
Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View Synthesis Wei Cheng Su Xu Jingtan Piao Chao Qian Wayne Wu Kwan-Yee Lin Hongsheng Li 3DH 46 37 0 25 Apr 2022
Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation Verica Lazova V. Guzov Kyle Olszewski Sergey Tulyakov Gerard Pons-Moll 77 77 0 22 Apr 2022
R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis Huan Wang Jian Ren Zeng Huang Kyle Olszewski Menglei Chai Yun Fu Sergey Tulyakov 62 82 0 31 Mar 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
ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers Jonávs Kulhánek Erik Derner Torsten Sattler Robert Babuvska ViT 63 75 0 18 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
Block-NeRF: Scalable Large Scene Neural View Synthesis Matthew Tancik Vincent Casser Xinchen Yan Sabeek Pradhan B. Mildenhall Pratul P. Srinivasan Jonathan T. Barron Henrik Kretzschmar AI4CE 84 818 0 10 Feb 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
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 296 3,582 0 20 Dec 2021
BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering Yuanbo Xiangli Linning Xu Xingang Pan Nanxuan Zhao Anyi Rao Christian Theobalt Bo Dai Dahua Lin AI4CE 78 230 0 10 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
CoNeRF: Controllable Neural Radiance Fields Kacper Kania K. M. Yi Marek Kowalski Tomasz Trzciñski Andrea Tagliasacchi AI4CE 65 77 0 03 Dec 2021
NeRFReN: Neural Radiance Fields with Reflections Yuanchen Guo Di Kang Linchao Bao Yu He Song-Hai Zhang 91 146 0 30 Nov 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 99 943 0 29 Nov 2021
HDR-NeRF: High Dynamic Range Neural Radiance Fields Xin Huang Qi Zhang Feng Ying Hongdong Li Xuan Wang Qing Wang 81 130 0 29 Nov 2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma Xiaoyu Li Jing Liao Qi Zhang Xuan Wang Jue Wang Pedro Sander 52 186 0 29 Nov 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 158 1,668 0 23 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 115 1,070 0 22 Nov 2021
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition Mark Boss Varun Jampani Raphael Braun Ce Liu Jonathan T. Barron Hendrik P. A. Lensch 59 210 0 27 Oct 2021
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation Bin Ren Hao Tang N. Sebe 52 30 0 19 Oct 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
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 207 228 0 12 Oct 2021
Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI Santhosh Kumar Ramakrishnan Aaron Gokaslan Erik Wijmans Oleksandr Maksymets Alexander Clegg ... Andrew Westbury Angel X. Chang Manolis Savva Yili Zhao Dhruv Batra 61 384 0 16 Sep 2021
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering Bangbang Yang Yinda Zhang Yinghao Xu Yijin Li Han Zhou Hujun Bao Guofeng Zhang Zhaopeng Cui AI4CE 63 277 0 04 Sep 2021
Self-Calibrating Neural Radiance Fields Yoonwoo Jeong Seokjun Ahn Chris Choy Anima Anandkumar Minsu Cho Jaesik Park 69 241 0 31 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 100 1,149 0 22 Jul 2021