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ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers

18 March 2022

Papers citing "ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers"

50 / 55 papers shown

Title
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 330 4,037 0 16 Jan 2022
LENS: Localization enhanced by NeRF synthesis Arthur Moreau Nathan Piasco D. Tsishkou B. Stanciulescu A. de La Fortelle 87 126 0 13 Oct 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 132 467 0 01 Sep 2021
Reassessing the Limitations of CNN Methods for Camera Pose Regression Tony Ng A. L. Rodríguez Vassileios Balntas K. Mikolajczyk 64 21 0 16 Aug 2021
STR-GQN: Scene Representation and Rendering for Unknown Cameras Based on Spatial Transformation Routing Wen-Cheng Chen Min-Chun Hu Chu-Song Chen 65 6 0 06 Aug 2021
TransCamP: Graph Transformer for 6-DoF Camera Pose Estimation Xinyi Li Haibin Ling ViT 36 4 0 28 May 2021
Geometry-Free View Synthesis: Transformers and no 3D Priors Robin Rombach Patrick Esser Bjorn Ommer ViT 72 94 0 15 Apr 2021
Direct-PoseNet: Absolute Pose Regression with Photometric Consistency Shuai Chen Zirui Wang V. Prisacariu 3DV 36 63 0 08 Apr 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Ajay Jain Matthew Tancik Pieter Abbeel 110 502 0 01 Apr 2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild Philipp Henzler Jeremy Reizenstein Patrick Labatut Roman Shapovalov Tobias Ritschel Andrea Vedaldi David Novotny 3DPC 3DV 53 76 0 30 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 88 1,074 0 25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 55 824 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 1,973 0 24 Mar 2021
Learning Multi-Scene Absolute Pose Regression with Transformers Yoli Shavit Ron Ferens Y. Keller ViT 57 123 0 21 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 94 646 0 18 Mar 2021
Back to the Feature: Learning Robust Camera Localization from Pixels to Pose Paul-Edouard Sarlin Ajaykumar Unagar Maans Larsson Hugo Germain Carl Toft ... Marc Pollefeys Vincent Lepetit Lars Hammarstrand Fredrik Kahl Torsten Sattler SSL 3DPC 76 248 0 16 Mar 2021
Calibrated and Partially Calibrated Semi-Generalized Homographies Snehal Bhayani Torsten Sattler Dániel Baráth Patrik Beliansky J. Heikkilä Zuzana Kukelova 74 14 0 11 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering Qianqian Wang Zhicheng Wang Kyle Genova Pratul P. Srinivasan Howard Zhou Jonathan T. Barron Ricardo Martín Brualla Noah Snavely Thomas Funkhouser 3DV 100 792 0 25 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 415 4,953 0 24 Feb 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 129 2,962 0 17 Dec 2020
INeRF: Inverting Neural Radiance Fields for Pose Estimation Yen-Chen Lin Peter R. Florence Jonathan T. Barron Alberto Rodriguez Phillip Isola Nayeon Lee 124 454 0 10 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 180 1,740 0 03 Dec 2020
Stable View Synthesis Gernot Riegler V. Koltun 101 216 0 14 Nov 2020
GRF: Learning a General Radiance Field for 3D Representation and Rendering Alex Trevithick Bo Yang 3DV 3DH 72 231 0 09 Oct 2020
Free View Synthesis Gernot Riegler V. Koltun 72 357 0 12 Aug 2020
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections Ricardo Martín Brualla Noha Radwan Mehdi S. M. Sajjadi Jonathan T. Barron Alexey Dosovitskiy Daniel Duckworth 119 1,496 0 05 Aug 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 266 1,269 0 22 Jul 2020
Visual Camera Re-Localization from RGB and RGB-D Images Using DSAC Eric Brachmann Carsten Rother 85 222 0 27 Feb 2020
Geometry-Aware Neural Rendering Joshua Tobin OpenAI Pieter Abbeel 3DV 38 23 0 28 Oct 2019
To Learn or Not to Learn: Visual Localization from Essential Matrices Qunjie Zhou Torsten Sattler Marc Pollefeys Laura Leal-Taixe SSL 59 101 0 04 Aug 2019
Large-scale, real-time visual-inertial localization revisited Simon Lynen Bernhard Zeisl Dror Aiger M. Bosse Joel A. Hesch Marc Pollefeys Roland Siegwart Torsten Sattler 53 90 0 30 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 163 1,280 0 04 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 147 1,815 0 02 Jun 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 150 1,258 0 13 May 2019
Understanding the Limitations of CNN-based Absolute Camera Pose Regression Torsten Sattler Qunjie Zhou Marc Pollefeys Laura Leal-Taixe SSL 81 384 0 18 Mar 2019
Extreme View Synthesis Inchang Choi Orazio Gallo Alejandro J. Troccoli Min H. Kim Jan Kautz 58 193 0 12 Dec 2018
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin Cesar Cadena Roland Siegwart Marcin Dymczyk 3DV 45 875 0 09 Dec 2018
Real-Time RGB-D Camera Pose Estimation in Novel Scenes using a Relocalisation Cascade Tommaso Cavallari Stuart Golodetz Nicholas A. Lord Julien P. C. Valentin V. Prisacariu Luigi Di Stefano Philip Torr 53 81 0 29 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset Wenbin Li Sajad Saeedi J. McCormac R. Clark Dimos Tzoumanikas Qing Ye Yuzhong Huang Ruiming Tang Stefan Leutenegger 3DV 80 224 0 03 Sep 2018
Group Normalization Yuxin Wu Kaiming He 231 3,660 0 22 Mar 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 138 1,680 0 15 Feb 2018
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
Geometry-Aware Learning of Maps for Camera Localization Samarth Brahmbhatt Liang Feng Kihwan Kim James Hays Jan Kautz SSL 78 388 0 09 Dec 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 226 5,019 0 02 Nov 2017
Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network Zakaria Laskar Iaroslav Melekhov Surya Kalia Arno Solin 81 190 0 31 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
Geometric Loss Functions for Camera Pose Regression with Deep Learning Alex Kendall R. Cipolla 3DH 126 767 0 02 Apr 2017
Relative Camera Pose Estimation Using Convolutional Neural Networks Iaroslav Melekhov Juha Ylioinas Arno Solin Esa Rahtu 96 198 0 05 Feb 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015