RobustNeRF: Ignoring Distractors with Robust Losses

2 February 2023

David J. Fleet

Papers citing "RobustNeRF: Ignoring Distractors with Robust Losses"

38 / 38 papers shown

Title
MVGSR: Multi-View Consistency Gaussian Splatting for Robust Surface Reconstruction Chenfeng Hou Qi Xun Yeo Mengqi Guo Yongxin Su Yanyan Li G. Lee 3DGS 107 2 0 11 Mar 2025
ForestSplats: Deformable transient field for Gaussian Splatting in the Wild Wongi Park Myeongseok Nam Siwon Kim Sangwoo Jo Soomok Lee 3DGS 120 0 0 08 Mar 2025
T-3DGS: Removing Transient Objects for 3D Scene Reconstruction Vadim Pryadilshchikov Alexander Markin Artem Komarichev Ruslan Rakhimov Peter Wonka Evgeny Burnaev 3DGS 148 4 0 29 Nov 2024
NexusSplats: Efficient 3D Gaussian Splatting in the Wild Yuzhou Tang Dejun Xu Yongjie Hou Zhenzhong Wang Min Jiang 3DGS 153 2 0 21 Nov 2024
PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting Alex Hanson Allen Tu Vasu Singla Mayuka Jayawardhana Matthias Zwicker Tom Goldstein 3DGS 88 12 0 14 Jun 2024
NuRF: Nudging the Particle Filter in Radiance Fields for Robot Visual Localization Wugang Meng Tianfu Wu Huan Yin Fumin Zhang 69 1 0 01 Jun 2024
Learning Neural Duplex Radiance Fields for Real-Time View Synthesis Bo Liu Christian Richardt Aljaz Bozic Chao-Hsuan Li Vijay Rengarajan ... Xiaoyu Xiang Tuotuo Li Bo Zhu Rakesh Ranjan Jing Liao AI4CE 69 29 0 20 Apr 2023
Volume Rendering Digest (for NeRF) Andrea Tagliasacchi B. Mildenhall 55 37 0 29 Aug 2022
RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild Jason Y. Zhang Deva Ramanan Shubham Tulsiani 90 88 0 11 Aug 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 124 462 0 01 Jun 2022
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes Jia-Wei Liu Yan-Pei Cao Weijia Mao Wenqiao Zhang David Junhao Zhang Jussi Keppo Ying Shan Xiaohu Qie Mike Zheng Shou 204 118 0 31 May 2022
Fast Dynamic Radiance Fields with Time-Aware Neural Voxels Jiemin Fang Taoran Yi Xinggang Wang Lingxi Xie Xiaopeng Zhang Wenyu Liu Matthias Nießner Qi Tian VGen 173 303 0 30 May 2022
ReLU Fields: The Little Non-linearity That Could Animesh Karnewar Tobias Ritschel Oliver Wang Niloy J. Mitra 158 104 0 22 May 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 102 263 0 07 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 92 821 0 10 Feb 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 315 4,017 0 16 Jan 2022
Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields Dor Verbin Peter Hedman B. Mildenhall Todd E. Zickler Jonathan T. Barron Pratul P. Srinivasan 96 599 0 07 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 127 597 0 01 Dec 2021
Urban Radiance Fields Konstantinos Rematas An Liu Pratul P. Srinivasan Jonathan T. Barron Andrea Tagliasacchi Thomas Funkhouser V. Ferrari 50 288 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 65 188 0 29 Nov 2021
NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images B. Mildenhall Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan Jonathan T. Barron 129 388 0 26 Nov 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 95 126 0 25 Nov 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 191 1,678 0 23 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 110 451 0 10 Nov 2021
Self-Calibrating Neural Radiance Fields Yoonwoo Jeong Seokjun Ahn Chris Choy Anima Anandkumar Minsu Cho Jaesik Park 74 241 0 31 Aug 2021
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields Keunhong Park U. Sinha Peter Hedman Jonathan T. Barron Sofien Bouaziz Dan B. Goldman Ricardo Martín Brualla S. M. Seitz 80 228 0 24 Jun 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 96 1,726 0 20 Jun 2021
Dynamic View Synthesis from Dynamic Monocular Video Chen Gao Ayush Saraf Johannes Kopf Jia-Bin Huang 128 416 0 13 May 2021
Neural Trajectory Fields for Dynamic Novel View Synthesis Chaoyang Wang Benjamin Eckart Simon Lucey Orazio Gallo 84 77 0 12 May 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 108 751 0 20 Apr 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 119 1,973 0 24 Mar 2021
Neural Radiance Flow for 4D View Synthesis and Video Processing Yilun Du Yinan Zhang Hong-Xing Yu J. Tenenbaum Jiajun Wu AI4CE 82 275 0 17 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 173 1,740 0 03 Dec 2020
NeRF++: Analyzing and Improving Neural Radiance Fields Kai Zhang Gernot Riegler Noah Snavely V. Koltun 88 1,042 0 15 Oct 2020
Neural Volumes: Learning Dynamic Renderable Volumes from Images Stephen Lombardi Tomas Simon Jason M. Saragih Gabriel Schwartz Andreas M. Lehrmann Yaser Sheikh 3DH 68 280 0 18 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 160 1,280 0 04 Jun 2019
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
A General and Adaptive Robust Loss Function Jonathan T. Barron OOD DRL 193 538 0 11 Jan 2017