MetaSDF: Meta-learning Signed Distance Functions

17 June 2020

Papers citing "MetaSDF: Meta-learning Signed Distance Functions"

46 / 46 papers shown

Title
QuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization Yueh-Cheng Liu Lukas Höllein Matthias Nießner Angela Dai 3DGS 27 0 0 08 May 2025
Collaborative Imputation of Urban Time Series through Cross-city Meta-learning Tong Nie Wei Ma Jian-jun Sun Yu Yang Jiannong Cao AI4TS AI4CE 36 0 0 20 Jan 2025
MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance Jialong Guo Ke Liu Jiangchao Yao Zhihua Wang Jiajun Bu Haishuai Wang AI4TS 42 0 0 20 Jan 2025
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations Shen Fan Przemyslaw Musialski AI4CE 19 0 0 16 Oct 2024
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 53 2 0 07 Oct 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 76 1 0 15 Sep 2024
Grounding Continuous Representations in Geometry: Equivariant Neural Fields David R. Wessels David M. Knigge Samuele Papa Riccardo Valperga Sharvaree P. Vadgama E. Gavves Erik J. Bekkers 38 7 0 09 Jun 2024
Meta ControlNet: Enhancing Task Adaptation via Meta Learning Junjie Yang Jinze Zhao Peihao Wang Zhangyang Wang Yingbin Liang 26 2 0 03 Dec 2023
In Search of a Data Transformation That Accelerates Neural Field Training Junwon Seo Sangyoon Lee Kwang In Kim Jaeho Lee 29 3 0 28 Nov 2023
Patch-Grid: An Efficient and Feature-Preserving Neural Implicit Surface Representation Guying Lin Lei Yang Congyi Zhang Hao Pan Yuhan Ping Guodong Wei Taku Komura John Keyser Wenping Wang 18 7 0 26 Aug 2023
Neural Voting Field for Camera-Space 3D Hand Pose Estimation Lin Huang Chung-Ching Lin Kevin Qinghong Lin Lin Liang Lijuan Wang Junsong Yuan Zicheng Liu 29 4 0 07 May 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 14 46 0 10 Feb 2023
Hypernetworks build Implicit Neural Representations of Sounds Filip Szatkowski Karol J. Piczak Przemtslaw Spurek Jacek Tabor Tomasz Trzciñski 22 11 0 09 Feb 2023
Masked Wavelet Representation for Compact Neural Radiance Fields Daniel Rho Byeonghyeon Lee Seungtae Nam J. Lee J. Ko Eunbyung Park 36 52 0 18 Dec 2022
Generalizable Implicit Neural Representations via Instance Pattern Composers Chiheon Kim Doyup Lee Saehoon Kim Minsu Cho Wook-Shin Han AI4CE 18 24 0 23 Nov 2022
DeepJoin: Learning a Joint Occupancy, Signed Distance, and Normal Field Function for Shape Repair N. Lamb Sean Banerjee N. Banerjee 3DV 27 7 0 22 Nov 2022
Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding Pedro Figueiredo Avinash Paliwal N. Kalantari 24 6 0 27 Sep 2022
MetaDIP: Accelerating Deep Image Prior with Meta Learning Kevin Zhang Mingyang Xie Maharshi Gor Yi-Ting Chen Yvonne Zhou Christopher A. Metzler AI4CE 18 5 0 18 Sep 2022
Multi-NeuS: 3D Head Portraits from Single Image with Neural Implicit Functions Egor Burkov Ruslan Rakhimov Aleksandr Safin Evgeny Burnaev Victor Lempitsky 3DH 19 7 0 07 Sep 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 8 23 0 12 Aug 2022
Neural Mesh-Based Graphics Shubhendu Jena Franck Multon A. Boukhayma 27 11 0 10 Aug 2022
Transformers as Meta-Learners for Implicit Neural Representations Yinbo Chen Xiaolong Wang AI4CE 19 58 0 04 Aug 2022
Neural Correspondence Field for Object Pose Estimation Lin Huang Tomás Hodan Lingni Ma Linguang Zhang Luan Tran Christopher D. Twigg Po-Chen Wu Junsong Yuan Cem Keskin Robert Y. Wang 3DH 14 24 0 30 Jul 2022
Going Off-Grid: Continuous Implicit Neural Representations for 3D Vascular Modeling Dieuwertje Alblas Christoph Brune K. K. Yeung J. Wolterink AI4CE 14 18 0 29 Jul 2022
Learning Deep SDF Maps Online for Robot Navigation and Exploration Gadiel Sznaier Camps Robert Dyro Marco Pavone Mac Schwager 11 12 0 21 Jul 2022
Neural Implicit Dictionary via Mixture-of-Expert Training Peihao Wang Zhiwen Fan Tianlong Chen Zhangyang Wang 11 12 0 08 Jul 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 22 23 0 31 Mar 2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Luke Chen 3DH 25 59 0 28 Mar 2022
Pix2NeRF: Unsupervised Conditional $π$ -GAN for Single Image to Neural Radiance Fields Translation Shengqu Cai Anton Obukhov Dengxin Dai Luc Van Gool 24 99 0 26 Feb 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 22 125 0 05 Jan 2022
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 24 86 0 03 Dec 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 40 66 0 26 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
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis Xudong Xu Xingang Pan Dahua Lin Bo Dai 3DH AI4CE 27 60 0 01 Nov 2021
Meta-Learning Sparse Implicit Neural Representations Jaehoon Lee Jihoon Tack Namhoon Lee Jinwoo Shin 12 43 0 27 Oct 2021
Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles Bram Wallace Devansh Arpit Huan Wang Caiming Xiong SSL OOD 16 0 0 19 Oct 2021
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction Eduard Ramon G. Triginer Janna Escur Albert Pumarola Jaime García Xavier Giró-i-Nieto Francesc Moreno-Noguer 3DH 14 96 0 26 Jul 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 38 9 0 05 Jun 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 38 287 0 04 Jun 2021
Geometry encoding for numerical simulations Amir Maleki J. Heyse Rishikesh Ranade Haiyang He Priya Kasimbeg Jay Pathak 3DV AI4CE 27 2 0 15 Apr 2021
FoV-NeRF: Foveated Neural Radiance Fields for Virtual Reality Nianchen Deng Zhenyi He Jiannan Ye Budmonde Duinkharjav Praneeth Chakravarthula Xubo Yang Qi Sun 18 108 0 30 Mar 2021
Neural Lumigraph Rendering Petr Kellnhofer Lars Jebe Andrew Jones Ryan P. Spicer K. Pulli Gordon Wetzstein 3DV 3DH 16 146 0 22 Mar 2021
COIN: COmpression with Implicit Neural representations Emilien Dupont Adam Goliñski Milad Alizadeh Yee Whye Teh Arnaud Doucet 6 223 0 03 Mar 2021
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 214 558 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 212 968 0 10 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 252 11,677 0 09 Mar 2017