Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis

1 April 2021

Pieter Abbeel

Papers citing "Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis"

50 / 126 papers shown

Title
Blending-NeRF: Text-Driven Localized Editing in Neural Radiance Fields H. Song Seokhun Choi Hoseok Do Chul Lee Taehyeong Kim DiffM 33 24 0 23 Aug 2023
HollowNeRF: Pruning Hashgrid-Based NeRFs with Trainable Collision Mitigation Xiufeng Xie Riccardo Gherardi Zhihong Pan Stephen Huang 45 12 0 19 Aug 2023
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases Eugen Šlapak Enric Pardo Matús Dopiriak T. Maksymyuk Juraj Gazda AI4CE 35 12 0 14 Aug 2023
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis Seunghyeon Seo Yeonjin Chang Nojun Kwak 28 27 0 30 Jun 2023
Adjustable Visual Appearance for Generalizable Novel View Synthesis Josef Bengtson David Nilsson Che-Tsung Lin Marcel Büsching Fredrik Kahl 59 0 0 02 Jun 2023
ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis Shou-Yong Hu Kaichen Zhou Kaiyu Li L. Yu Lanqing Hong Tianyang Hu Zhenguo Li G. Lee Ziwei Liu 32 18 0 18 May 2023
SparseGNV: Generating Novel Views of Indoor Scenes with Sparse Input Views Weihao Cheng Yan-Pei Cao Ying Shan 42 2 0 11 May 2023
HashCC: Lightweight Method to Improve the Quality of the Camera-less NeRF Scene Generation Jan Olszewski 36 2 0 07 May 2023
VGOS: Voxel Grid Optimization for View Synthesis from Sparse Inputs Jiakai Sun Zhanjie Zhang Jiafu Chen Guangyuan Li Boyan Ji Lei Zhao Wei Xing Huaizhong Lin 38 20 0 26 Apr 2023
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs Moayed Haji-Ali Andrew Bond Tolga Birdal Duygu Ceylan Levent Karacan Erkut Erdem Aykut Erdem VGen DiffM 136 2 0 12 Apr 2023
Improving Neural Radiance Fields with Depth-aware Optimization for Novel View Synthesis Shu Chen Jun-ye Li Yang Zhang Beiji Zou 33 5 0 11 Apr 2023
Evaluate Geometry of Radiance Fields with Low-frequency Color Prior Qihang Fang Yafei Song Ke-ke Li Li Shen Huaiyu Wu Gang Xiong Liefeng Bo 46 3 0 10 Apr 2023
VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence Normalization Bingfan Zhu Yanchao Yang Xulong Wang Youyi Zheng Leonidas J. Guibas 40 16 0 31 Mar 2023
S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces Haoyu Wu Alexandros Graikos Dimitris Samaras 3DV 44 15 0 30 Mar 2023
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis Guangcong Wang Zhaoxi Chen Chen Change Loy Ziwei Liu MDE 59 179 0 28 Mar 2023
Regularize implicit neural representation by itself Zhemin Li Hongxia Wang Deyu Meng 33 10 0 27 Mar 2023
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis Liangchen Song Zhong Li Xuan Gong Lele Chen Zhaoyu Chen Yinghao Xu Junsong Yuan 67 6 0 15 Mar 2023
Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild Jae-Won Lee In-Ho Kim Hwan Heo Hyunwoo J. Kim 50 7 0 05 Mar 2023
MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs Seunghyeon Seo D. Han Yeonjin Chang Nojun Kwak 25 45 0 17 Feb 2023
3D-aware Conditional Image Synthesis Kangle Deng Gengshan Yang Deva Ramanan Sitong Su 33 30 0 16 Feb 2023
Behind the Scenes: Density Fields for Single View Reconstruction Felix Wimbauer Nan Yang Christian Rupprecht Daniel Cremers MDE 54 51 0 18 Jan 2023
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP Runnan Chen Youquan Liu Lingdong Kong Xinge Zhu Yuexin Ma Yikang Li Yuenan Hou Yu Qiao Wenping Wang CLIP 3DPC 39 140 0 12 Jan 2023
NeRF-Art: Text-Driven Neural Radiance Fields Stylization Can Wang Ruixia Jiang Menglei Chai Mingming He Dongdong Chen Jing Liao AI4CE 29 119 0 15 Dec 2022
CREPE: Can Vision-Language Foundation Models Reason Compositionally? Zixian Ma Jerry Hong Mustafa Omer Gul Mona Gandhi Irena Gao Ranjay Krishna CoGe 42 125 0 13 Dec 2022
Neural Volume Super-Resolution Yuval Bahat Yuxuan Zhang Hendrik Sommerhoff A. Kolb Felix Heide SupR 37 6 0 09 Dec 2022
$Non-uniform Sampling Strategies for NeRF on 360{\textdegree} images$ Non-uniform Sampling Strategies for NeRF on 360{\textdegree} images Takashi Otonari Satoshi Ikehata Kiyoharu Aizawa 49 1 0 07 Dec 2022
NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors Congyue Deng C. Jiang C. Qi Xinchen Yan Yin Zhou Leonidas J. Guibas Drago Anguelov DiffM 29 161 0 06 Dec 2022
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields Rohith Agaram Shaurya Dewan Rahul Sajnani A. Poulenard Madhava Krishna Srinath Sridhar 48 6 0 05 Dec 2022
One-shot Implicit Animatable Avatars with Model-based Priors Yangyi Huang Hongwei Yi Weiyang Liu Haofan Wang Boxi Wu Wenxiao Wang Binbin Lin Debing Zhang Deng Cai 3DH 41 32 0 05 Dec 2022
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models Minghua Liu Yinhao Zhu H. Cai Shizhong Han Z. Ling Fatih Porikli Hao Su 3DPC 41 70 0 03 Dec 2022
Surface Normal Clustering for Implicit Representation of Manhattan Scenes Nikola Popovic D. Paudel Luc Van Gool 34 1 0 02 Dec 2022
3D GAN Inversion with Facial Symmetry Prior Fei Yin Yong Zhang Xuanxia Wang Tengfei Wang Xiaoyu Li ... Yanbo Fan Xiaodong Cun Ying Shan Cengiz Öztireli Yujiu Yang 3DH 26 47 0 30 Nov 2022
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views Dejia Xu Yi Ding Peihao Wang Zhiwen Fan Yi Wang Zhangyang Wang DiffM 59 143 0 29 Nov 2022
SparsePose: Sparse-View Camera Pose Regression and Refinement Samarth Sinha Jason Y. Zhang Andrea Tagliasacchi Igor Gilitschenski David B. Lindell 33 42 0 29 Nov 2022
Unsupervised Continual Semantic Adaptation through Neural Rendering Zhizheng Liu Francesco Milano Jonas Frey Roland Siegwart Hermann Blum Cesar Cadena CLL 39 18 0 25 Nov 2022
PANeRF: Pseudo-view Augmentation for Improved Neural Radiance Fields Based on Few-shot Inputs Young Chun Ahn Seokhwan Jang Sungheon Park Ji-Yeon Kim Nahyup Kang 38 12 0 23 Nov 2022
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views Sheng-Ming Liang Yichen Liu Shangzhe Wu Yu-Wing Tai Chi-Keung Tang 43 7 0 22 Nov 2022
SPARF: Neural Radiance Fields from Sparse and Noisy Poses Prune Truong Marie-Julie Rakotosaona Fabian Manhardt F. Tombari 3DH 37 177 0 21 Nov 2022
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models Ajay Jain Amber Xie Pieter Abbeel DiffM 38 89 0 21 Nov 2022
AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training Yi Ding Peter Hedman B. Mildenhall Dejia Xu Jonathan T. Barron Zhangyang Wang Tianfan Xue AI4CE 36 37 0 17 Nov 2022
VIINTER: View Interpolation with Implicit Neural Representations of Images Brandon Yushan Feng Susmija Jabbireddy Amitabh Varshney SupR 65 13 0 01 Nov 2022
Boosting Point Clouds Rendering via Radiance Mapping Xiaoyang Huang Yi Zhang Bingbing Ni Teng Li Kaijin Chen Wenjun Zhang 38 12 0 27 Oct 2022
360FusionNeRF: Panoramic Neural Radiance Fields with Joint Guidance Shreyas Kulkarni Peng Yin Sebastian Scherer MDE 35 24 0 28 Sep 2022
Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding Pedro Figueiredo Avinash Paliwal N. Kalantari 42 6 0 27 Sep 2022
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model Mingyuan Zhang Zhongang Cai Liang Pan Fangzhou Hong Xinying Guo Lei Yang Ziwei Liu DiffM VGen 58 542 0 31 Aug 2022
Neural Mesh-Based Graphics Shubhendu Jena Franck Multon A. Boukhayma 40 11 0 10 Aug 2022
PlaneFormers: From Sparse View Planes to 3D Reconstruction Samir Agarwala Linyi Jin C. Rockwell David Fouhey 37 26 0 08 Aug 2022
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context Zizhang Li Mengmeng Wang Huaijin Pi Kechun Xu Jianbiao Mei Yong Liu 45 71 0 17 Jul 2022
NeuralPassthrough: Learned Real-Time View Synthesis for VR Lei Xiao Salah Nouri J. Hegland Alberto García García Douglas Lanman 24 26 0 05 Jul 2022
Regularization of NeRFs using differential geometry T. Ehret Roger Marí Gabriele Facciolo AI4CE 29 5 0 29 Jun 2022