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DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation

30 May 2023

Papers citing "DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation"

45 / 45 papers shown

Title
SCADE: NeRFs from Space Carving with Ambiguity-Aware Depth Estimates Mikaela Angelina Uy Ricardo Martín Brualla Leonidas Guibas Ke Li 53 35 0 23 Mar 2023
GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency Minseop Kwak Jiuhn Song Seung Wook Kim 72 46 0 26 Jan 2023
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance Sara Fridovich-Keil Giacomo Meanti Frederik Warburg Benjamin Recht Angjoo Kanazawa VGen 130 584 0 24 Jan 2023
NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior Wenjing Bian Zirui Wang Kejie Li Jiawang Bian V. Prisacariu 91 246 0 14 Dec 2022
NerfAcc: A General NeRF Acceleration Toolbox Ruilong Li Matthew Tancik Angjoo Kanazawa 65 86 0 10 Oct 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 130 465 0 01 Jun 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Tianyi Zhou Donghwan Lee MDE SSL 53 5 0 10 Mar 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 92 825 0 10 Feb 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 341 4,045 0 16 Jan 2022
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering Mijeong Kim Seonguk Seo Bohyung Han 125 209 0 31 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 87 234 0 10 Dec 2021
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views Barbara Roessle Jonathan T. Barron B. Mildenhall Pratul P. Srinivasan Matthias Nießner VGen 190 368 0 06 Dec 2021
Toward Practical Monocular Indoor Depth Estimation Cho-Ying Wu Jialiang Wang Michael Hall Ulrich Neumann Shuochen Su 3DV MDE 101 67 0 04 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 136 598 0 01 Dec 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 209 1,695 0 23 Nov 2021
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis Xudong Xu Xingang Pan Dahua Lin Bo Dai 3DH AI4CE 75 61 0 01 Nov 2021
TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis Benjamin Attal Eliot Laidlaw Aaron Gokaslan Changil Kim Christian Richardt James Tompkin Matthew O'Toole 69 111 0 30 Sep 2021
Consistent Depth of Moving Objects in Video Zhoutong Zhang Forrester Cole Richard Tucker William T. Freeman Tali Dekel MDE 58 62 0 02 Aug 2021
Depth-supervised NeRF: Fewer Views and Faster Training for Free Kangle Deng Andrew Liu Jun-Yan Zhu Deva Ramanan 209 890 0 06 Jul 2021
Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes Julian Chibane Aayush Bansal Verica Lazova Gerard Pons-Moll 71 246 0 14 Apr 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Ajay Jain Matthew Tancik Pieter Abbeel 126 504 0 01 Apr 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 88 1,076 0 25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 55 825 0 25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 121 1,984 0 24 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 138 1,746 0 24 Mar 2021
Learning to Recover 3D Scene Shape from a Single Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Long Mai Simon Chen Chunhua Shen MDE 109 239 0 17 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 184 1,745 0 03 Dec 2020
Learned Initializations for Optimizing Coordinate-Based Neural Representations Matthew Tancik B. Mildenhall Terrance Wang Divi Schmidt Pratul P. Srinivasan Jonathan T. Barron Ren Ng 109 291 0 03 Dec 2020
D-NeRF: Neural Radiance Fields for Dynamic Scenes Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 119 1,447 0 27 Nov 2020
Nerfies: Deformable Neural Radiance Fields Keunhong Park U. Sinha Jonathan T. Barron Sofien Bouaziz Dan B. Goldman S. M. Seitz Ricardo Martín Brualla 3DH 163 1,144 0 25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 162 963 0 24 Nov 2020
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 258 4,072 0 20 Nov 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 269 1,276 0 22 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 155 873 0 05 Jul 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 126 2,440 0 18 Jun 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 129 2,592 0 19 Mar 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 160 3,572 0 21 Jan 2020
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 121 844 0 08 Aug 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 210 1,800 0 02 Jul 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 484 1,733 0 06 Jun 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 126 1,221 0 23 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,905 0 11 Jan 2018
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 498 4,081 0 14 Feb 2017
Single-Image Depth Perception in the Wild Weifeng Chen Z. Fu Dawei Yang Jia Deng MDE 108 520 0 13 Apr 2016
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 241 4,066 0 09 Jun 2014