Learned Initializations for Optimizing Coordinate-Based Neural Representations

3 December 2020

Papers citing "Learned Initializations for Optimizing Coordinate-Based Neural Representations"

23 / 73 papers shown

Title
Addressing the Shape-Radiance Ambiguity in View-Dependent Radiance Fields Sverker Rasmuson Erik Sintorn Ulf Assarsson 20 3 0 03 Mar 2022
Overview frequency principle/spectral bias in deep learning Z. Xu Yaoyu Zhang Tao Luo FaML 30 65 0 19 Jan 2022
Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs Haithem Turki Deva Ramanan M. Satyanarayanan 33 383 0 20 Dec 2021
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 28 86 0 03 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 51 579 0 01 Dec 2021
NeuSample: Neural Sample Field for Efficient View Synthesis Jiemin Fang Lingxi Xie Xinggang Wang Xiaopeng Zhang Wenyu Liu Qi Tian 12 23 0 30 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 49 613 0 22 Nov 2021
DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering Liwen Wu Jae Yong Lee Anand Bhattad Yuxiong Wang David A. Forsyth VGen 14 80 0 19 Nov 2021
LVAC: Learned Volumetric Attribute Compression for Point Clouds using Coordinate Based Networks Berivan Isik P. Chou S. Hwang Nick Johnston G. Toderici 3DPC 26 28 0 17 Nov 2021
Full-Body Visual Self-Modeling of Robot Morphologies Boyuan Chen Robert Kwiatkowski Carl Vondrick Hod Lipson 26 11 0 11 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello J. Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 48 444 0 10 Nov 2021
Meta-Learning Sparse Implicit Neural Representations Jaehoon Lee Jihoon Tack Namhoon Lee Jinwoo Shin 22 44 0 27 Oct 2021
Neural Image Representations for Multi-Image Fusion and Layer Separation Seonghyeon Nam Marcus A. Brubaker Michael S. Brown 37 22 0 02 Aug 2021
Depth-supervised NeRF: Fewer Views and Faster Training for Free Kangle Deng Andrew Liu Jun-Yan Zhu Deva Ramanan 29 870 0 06 Jul 2021
Editing Conditional Radiance Fields Steven Liu Xiuming Zhang Zhoutong Zhang Richard Y. Zhang Jun-Yan Zhu Bryan C. Russell AI4CE 19 257 0 13 May 2021
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 28 67 0 19 Apr 2021
NeRF-VAE: A Geometry Aware 3D Scene Generative Model Adam R. Kosiorek Heiko Strathmann Daniel Zoran Pol Moreno R. Schneider Sovna Mokrá Danilo Jimenez Rezende DRL 29 139 0 01 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 16 1,907 0 24 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 13 627 0 18 Mar 2021
COIN: COmpression with Implicit Neural representations Emilien Dupont Adam Goliñski Milad Alizadeh Yee Whye Teh Arnaud Doucet 20 223 0 03 Mar 2021
Mixture of Volumetric Primitives for Efficient Neural Rendering Stephen Lombardi Tomas Simon Gabriel Schwartz Michael Zollhoefer Yaser Sheikh Jason M. Saragih 3DH 36 290 0 02 Mar 2021
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 240 558 0 19 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,681 0 09 Mar 2017