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Learning Implicit Fields for Generative Shape Modeling

6 December 2018

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Papers citing "Learning Implicit Fields for Generative Shape Modeling"

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Title
Controllable Text-to-3D Generation via Surface-Aligned Gaussian Splatting Zhiqi Li Yiming Chen Lingzhe Zhao Peidong Liu DiffM 3DGS 149 18 0 15 Mar 2024
TaylorGrid: Towards Fast and High-Quality Implicit Field Learning via Direct Taylor-based Grid Optimization Renyi Mao Qingshan Xu Peng Zheng Ye Wang Tieru Wu Rui Ma 72 0 0 22 Feb 2024
How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey Fabio Tosi Youming Zhang Ziren Gong Erik Sandström S. Mattoccia Martin R. Oswald Matteo Poggi 3DGS 205 63 0 20 Feb 2024
An Efficient Implicit Neural Representation Image Codec Based on Mixed Autoregressive Model for Low-Complexity Decoding Xiang Liu Jiahong Chen Bin Chen Zimo Liu Baoyi An Shu-Tao Xia Zhi Wang 68 0 0 23 Jan 2024
GridFormer: Point-Grid Transformer for Surface Reconstruction Shengtao Li G. Gao Yudong Liu Yu-Shen Liu M. Gu 3DPC 94 14 0 04 Jan 2024
Accurate Differential Operators for Hybrid Neural Fields Aditya Chetan Guandao Yang Zichen Wang Steve Marschner Bharath Hariharan AI4CE 80 4 0 10 Dec 2023
Slice3D: Multi-Slice, Occlusion-Revealing, Single View 3D Reconstruction Yizhi Wang Wallace P. Lira Wenqi Wang Ali Mahdavi-Amiri Hao Zhang 65 11 0 03 Dec 2023
Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction Huan Chen Wangcai Zhao Tingfa Xu Shiyun Zhou Peifu Liu Jianan Li 117 22 0 02 Dec 2023
DNS SLAM: Dense Neural Semantic-Informed SLAM Kunyi Li Michael Niemeyer Nassir Navab F. Tombari 107 19 0 30 Nov 2023
Reconstructing Objects in-the-wild for Realistic Sensor Simulation Ze Yang S. Manivasagam Yun Chen Jingkang Wang Rui Hu R. Urtasun 98 21 0 09 Nov 2023
Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images Yingzhi Tang Qijian Zhang Junhui Hou Yebin Liu 3DPC 3DH 293 3 0 06 Nov 2023
$p$ -Poisson surface reconstruction in curl-free flow from point clouds Yesom Park Taekyung Lee Jooyoung Hahn Myungjoo Kang 73 5 0 31 Oct 2023
Implicit Shape and Appearance Priors for Few-Shot Full Head Reconstruction Pol Caselles Eduard Ramon Jaime García G. Triginer Francesc Moreno-Noguer 91 3 0 12 Oct 2023
Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery Qi Li Jiaxin Cai Yuanlong Yu Jason Gu Jia Pan Wenxi Liu 62 4 0 07 Oct 2023
SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution Gengchen Mai Ni Lao Weiwei Sun Yuchi Ma Jiaming Song Chenlin Meng Hongxu Ma Jinmeng Rao Ziyuan Li Stefano Ermon 76 4 0 30 Sep 2023
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images Dongwoo Lee Jeongtaek Oh Jaesung Rim Sung-Jin Cho Kyoung Mu Lee VGen 124 28 0 16 Sep 2023
$Single View Refractive Index Tomography with Neural Fields$ Single View Refractive Index Tomography with Neural Fields Brandon Zhao A. Levis Liam Connor Pratul P. Srinivasan Katherine Bouman 29 4 0 08 Sep 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 45 7 0 26 Aug 2023
Neural Progressive Meshes Yun-Chun Chen Vladimir G. Kim Noam Aigerman Alec Jacobson 3DGS 37 6 0 10 Aug 2023
DTF-Net: Category-Level Pose Estimation and Shape Reconstruction via Deformable Template Field Haowen Wang Zhipeng Fan Zhen Zhao Zhengping Che Zhiyuan Xu Dong Liu Feifei Feng Yakun Huang Xiuquan Qiao Jian Tang 92 7 0 04 Aug 2023
RayMVSNet++: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo Yifei Shi Junhua Xi Dewen Hu Zhiping Cai Kaiyang Xu 3DV 109 62 0 16 Jul 2023
Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane Kun Han Shanlin Sun Xiaohui Xie 3DH MedIm 75 3 0 04 Jul 2023
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view Hanbyel Cho Yooshin Cho Jaesung Ahn Junmo Kim 3DH 84 16 0 30 Jun 2023
Pushing the Limits of 3D Shape Generation at Scale Wang Yu Xuelin Qian Jingyang Huo Tiejun Huang Bo Zhao Yanwei Fu 108 11 0 20 Jun 2023
Progressive Fourier Neural Representation for Sequential Video Compilation Haeyong Kang Jaehong Yoon Dahyun Kim Sung Ju Hwang Chang D. Yoo AI4TS 110 2 0 20 Jun 2023
CLIPXPlore: Coupled CLIP and Shape Spaces for 3D Shape Exploration Jingyu Hu Ka-Hei Hui Zhengzhe Liu Haotong Zhang Chi-Wing Fu 51 2 0 14 Jun 2023
Operator Learning with Neural Fields: Tackling PDEs on General Geometries Louis Serrano Lise Le Boudec Armand K. Koupai Thomas X. Wang Yuan Yin Jean-Noel Vittaut Patrick Gallinari AI4CE 93 42 0 12 Jun 2023
Learning Explicit Contact for Implicit Reconstruction of Hand-held Objects from Monocular Images Junxing Hu Hongwen Zhang Zerui Chen Mengcheng Li Yunlong Wang Yebin Liu Zhen Sun DiffM 68 7 0 31 May 2023
Template-free Articulated Neural Point Clouds for Reposable View Synthesis Lukas Uzolas E. Eisemann Petr Kellnhofer 3DH 123 9 0 30 May 2023
Pix2Repair: Implicit Shape Restoration from Images Xinchao Song N. Lamb Sean Banerjee N. Banerjee 3DV 61 0 0 29 May 2023
Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects Yue Fan Ivan Skorokhodov Oleg Voynov Savva Ignatyev Evgeny Burnaev Peter Wonka Yiqun Wang Yiqun Wang 3DV 110 12 0 29 May 2023
PanoContext-Former: Panoramic Total Scene Understanding with a Transformer Yuan Dong C. Fang Liefeng Bo Zilong Dong Ping Tan MDE ViT 60 11 0 21 May 2023
VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations Nikolaos Tsagkas Oisin Mac Aodha Chris Xiaoxuan Lu VLM 96 26 0 21 May 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 96 1 0 19 May 2023
Towards AI-Architecture Liberty: A Comprehensive Survey on Design and Generation of Virtual Architecture by Deep Learning Anqi Wang Jiahua Dong Lik-Hang Lee Jiachuan Shen Pan Hui 3DV AI4CE 86 1 0 30 Apr 2023
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 99 30 0 20 Apr 2023
Attention-based Part Assembly for 3D Volumetric Shape Modeling Chengzhi Wu Junwei Zheng Julius Pfrommer Jürgen Beyerer 3DPC 100 3 0 17 Apr 2023
DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos Qi Zhao M. Salman Asif Zhan Ma 76 34 0 13 Apr 2023
Point-SLAM: Dense Neural Point Cloud-based SLAM Erik Sandström Yue Li Luc Van Gool Martin R. Oswald 3DPC 96 144 0 09 Apr 2023
LiDAR-Based 3D Object Detection via Hybrid 2D Semantic Scene Generation Haitao Yang Zaiwei Zhang Xiangru Huang Min Bai Chen Song Bo Sun Li Erran Li Qi-Xing Huang 3DPC 76 2 0 04 Apr 2023
NerVE: Neural Volumetric Edges for Parametric Curve Extraction from Point Cloud Xiangyu Zhu Dong Du Weikai Chen Zhiyou Zhao Y. Nie Xiaoguang Han 3DPC 80 25 0 29 Mar 2023
$SnakeVoxFormer: Transformer-based Single Image\\Voxel Reconstruction with Run Length Encoding$ SnakeVoxFormer: Transformer-based Single Image\\Voxel Reconstruction with Run Length Encoding Jae Joong Lee Bedrich Benes ViT 65 0 0 28 Mar 2023
VecFontSDF: Learning to Reconstruct and Synthesize High-quality Vector Fonts via Signed Distance Functions Zeqing Xia Bojun Xiong Zheng Lian 3DV 164 8 0 22 Mar 2023
SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations Pu Li Jianwei Guo Xiaopeng Zhang Dongming Yan SSL 3DV 3DPC 94 36 0 19 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 125 3 0 06 Mar 2023
Efficient Implicit Neural Reconstruction Using LiDAR Dongyu Yan Xiaoyang Lyu Jieqi Shi Yi Lin 3DV 79 12 0 28 Feb 2023
Self-Supervised Category-Level Articulated Object Pose Estimation with Part-Level SE(3) Equivariance Xueyi Liu Ji Zhang Ruizhen Hu Haibin Huang He Wang Li Yi 3DPC 96 23 0 28 Feb 2023
LaplacianFusion: Detailed 3D Clothed-Human Body Reconstruction Hyomin Kim Hyeonseo Nam Jungeon Kim Jaesik Park Seungyong Lee 3DH 53 6 0 28 Feb 2023
Permutation Equivariant Neural Functionals Allan Zhou Kaien Yang Kaylee Burns Adriano Cardace Yiding Jiang Samuel Sokota J. Zico Kolter Chelsea Finn 131 56 0 27 Feb 2023
Learning Neural Volumetric Representations of Dynamic Humans in Minutes Chen Geng Sida Peng Zhenqi Xu Hujun Bao Xiaowei Zhou 3DH 87 70 0 23 Feb 2023