MetaSDF: Meta-learning Signed Distance Functions

17 June 2020

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

50 / 61 papers shown

Title
QuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization Yueh-Cheng Liu Lukas Höllein Matthias Nießner Angela Dai 3DGS 29 0 0 08 May 2025
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields David K. Park Xihaier Luo Guang Zhao Seungjun Lee M. Oprescu Shinjae Yoo AI4TS 27 0 0 16 Apr 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 29 0 0 20 Jan 2025
Collaborative Imputation of Urban Time Series through Cross-city Meta-learning Tong Nie Wei Ma Jian 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 44 1 0 20 Jan 2025
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations Shen Fan Przemyslaw Musialski AI4CE 21 0 0 16 Oct 2024
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 55 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 96 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 47 7 0 09 Jun 2024
Meta ControlNet: Enhancing Task Adaptation via Meta Learning Junjie Yang Jinze Zhao Peihao Wang Zhangyang Wang Yingbin Liang 31 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 39 3 0 28 Nov 2023
Mixing-Denoising Generalizable Occupancy Networks Amine Ouasfi A. Boukhayma 3DPC AI4CE 3DV 26 8 0 20 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 20 7 0 26 Aug 2023
InstantAvatar: Efficient 3D Head Reconstruction via Surface Rendering Antonio Canela Pol Caselles Inshah Malik Eduard Ramon Jaime García Jordi Sánchez-Riera G. Triginer Francesc Moreno-Noguer 3DH 22 2 0 09 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 31 4 0 07 May 2023
Distributed Neural Representation for Reactive in situ Visualization Qi Wu J. Insley V. Mateevitsi S. Rizzi M. Papka Kwan-Liu Ma 24 1 0 28 Mar 2023
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis Liangchen Song Zhong Li Xuan Gong Lele Chen Zhe Chen Yinghao Xu Junsong Yuan 62 6 0 15 Mar 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 29 46 0 10 Feb 2023
Hypernetworks build Implicit Neural Representations of Sounds Filip Szatkowski Karol J. Piczak Przemtslaw Spurek Jacek Tabor Tomasz Trzciñski 24 11 0 09 Feb 2023
SCARP: 3D Shape Completion in ARbitrary Poses for Improved Grasping Bipasha Sen Aditya Agarwal Gaurav Singh B. Brojeshwar Srinath Sridhar Madhava Krishna 3DPC 35 10 0 17 Jan 2023
Masked Wavelet Representation for Compact Neural Radiance Fields Daniel Rho Byeonghyeon Lee Seungtae Nam J. Lee J. Ko Eunbyung Park 44 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 20 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 38 7 0 22 Nov 2022
RGB-Only Reconstruction of Tabletop Scenes for Collision-Free Manipulator Control Z-H. Tang Balakumar Sundaralingam Jonathan Tremblay Bowen Wen Ye Yuan Stephen Tyree Charles T. Loop A. Schwing Stan Birchfield 32 10 0 21 Oct 2022
Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding Pedro Figueiredo Avinash Paliwal N. Kalantari 34 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 24 7 0 07 Sep 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 14 23 0 12 Aug 2022
Neural Mesh-Based Graphics Shubhendu Jena Franck Multon A. Boukhayma 32 11 0 10 Aug 2022
Transformers as Meta-Learners for Implicit Neural Representations Yinbo Chen Xiaolong Wang AI4CE 24 60 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 33 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 20 0 29 Jul 2022
Learning Deep SDF Maps Online for Robot Navigation and Exploration Gadiel Sznaier Camps Robert Dyro Marco Pavone Mac Schwager 21 12 0 21 Jul 2022
Neural Implicit Dictionary via Mixture-of-Expert Training Peihao Wang Zhiwen Fan Tianlong Chen Zhangyang Wang 22 12 0 08 Jul 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 27 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 39 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 29 99 0 26 Feb 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 34 125 0 05 Jan 2022
Learning from the Tangram to Solve Mini Visual Tasks Yizhou Zhao Liang Qiu Pan Lu Feng Shi Tian Han Song-Chun Zhu 25 5 0 12 Dec 2021
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation Anthony Simeonov Yilun Du Andrea Tagliasacchi J. Tenenbaum Alberto Rodriguez Pulkit Agrawal Vincent Sitzmann 11 238 0 09 Dec 2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation David B. Lindell Dave Van Veen Jeong Joon Park Gordon Wetzstein 24 144 0 09 Dec 2021
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 31 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 50 66 0 26 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 49 615 0 22 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
Learning Signal-Agnostic Manifolds of Neural Fields Yilun Du Katherine M. Collins J. Tenenbaum Vincent Sitzmann MedIm 26 47 0 11 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 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 29 60 0 01 Nov 2021
Meta-Learning Sparse Implicit Neural Representations Jaehoon Lee Jihoon Tack Namhoon Lee Jinwoo Shin 22 44 0 27 Oct 2021
Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles Bram Wallace Devansh Arpit Huan Wang Caiming Xiong SSL OOD 30 0 0 19 Oct 2021