Learning Implicit Fields for Generative Shape Modeling

6 December 2018

Papers citing "Learning Implicit Fields for Generative Shape Modeling"

50 / 1,122 papers shown

Title
LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling Boyan Jiang Xinlin Ren Mingsong Dou Xiangyang Xue Yanwei Fu Yinda Zhang 3DH 24 8 0 18 Aug 2022
PDRF: Progressively Deblurring Radiance Field for Fast and Robust Scene Reconstruction from Blurry Images Cheng-Fang Peng Rama Chellappa 30 12 0 17 Aug 2022
HoW-3D: Holistic 3D Wireframe Perception from a Single Image Wenchao Ma Bin Tan Nan Xue Tianfu Wu Xianwei Zheng Guisong Xia 3DV 28 11 0 15 Aug 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 24 23 0 12 Aug 2022
NeuralVDB: High-resolution Sparse Volume Representation using Hierarchical Neural Networks Doyub Kim Minjae Lee Ken Museth 30 28 0 08 Aug 2022
Learning to Generate 3D Shapes from a Single Example Rundi Wu Changxi Zheng GAN 3DV 37 34 0 05 Aug 2022
Transformers as Meta-Learners for Implicit Neural Representations Yinbo Chen Xiaolong Wang AI4CE 28 61 0 04 Aug 2022
Single-view 3D Mesh Reconstruction for Seen and Unseen Categories Xianghui Yang Guo-Shing Lin Luping Zhou 3DV 33 16 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 54 24 0 30 Jul 2022
Minimal Neural Atlas: Parameterizing Complex Surfaces with Minimal Charts and Distortion Weng Fei Low Gim Hee Lee 35 6 0 29 Jul 2022
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose Optimization Muhammad Zubair Irshad Sergey Zakharov Rares Andrei Ambrus Thomas Kollar Z. Kira Adrien Gaidon 3DH 32 65 0 27 Jul 2022
AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object Reconstruction Zerui Chen Yana Hasson Cordelia Schmid Ivan Laptev 3DH 32 51 0 26 Jul 2022
Cross-Modal 3D Shape Generation and Manipulation Zezhou Cheng Menglei Chai Jian Ren Hsin-Ying Lee Kyle Olszewski Zeng Huang Subhransu Maji Sergey Tulyakov 44 32 0 24 Jul 2022
Generalizable Patch-Based Neural Rendering M. Suhail Carlos Esteves Leonid Sigal A. Makadia 46 103 0 21 Jul 2022
Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives Wentao Yuan Qingtian Zhu Xiangyue Liu Yikang Ding Haotian Zhang Chi Zhang 22 3 0 21 Jul 2022
UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation Shenhan Qian Jiale Xu Ziwei Liu Liqian Ma Shenghua Gao 3DH 21 12 0 20 Jul 2022
CrossHuman: Learning Cross-Guidance from Multi-Frame Images for Human Reconstruction Liliang Chen Jiaqi Li Han Huang Yandong Guo 3DH 34 3 0 20 Jul 2022
Streamable Neural Fields Junwoo Cho Seungtae Nam Daniel Rho J. Ko Eunbyung Park AI4TS 40 17 0 20 Jul 2022
ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model Rao Fu Xiaoyu Zhan Yiwen Chen Daniel E. Ritchie Srinath Sridhar 39 79 0 19 Jul 2022
NeuForm: Adaptive Overfitting for Neural Shape Editing Connor Z. Lin Niloy J. Mitra Gordon Wetzstein Leonidas J. Guibas Paul Guerrero 3DH 28 18 0 18 Jul 2022
Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes Haolin Liu Yujian Zheng Guanying Chen Shuguang Cui Xiaoguang Han 3DV 18 27 0 18 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 37 27 0 18 Jul 2022
3D Concept Grounding on Neural Fields Yining Hong Yilun Du Chun-Tse Lin J. Tenenbaum Chuang Gan 34 19 0 13 Jul 2022
Vision Transformer for NeRF-Based View Synthesis from a Single Input Image Kai-En Lin Yen-Chen Lin Wei-Sheng Lai Nayeon Lee Yichang Shih R. Ramamoorthi ViT 34 113 0 12 Jul 2022
SD-GAN: Semantic Decomposition for Face Image Synthesis with Discrete Attribute Kangneng Zhou Xiaobin Zhu Daiheng Gao Kai Lee Xinjie Li Xu-Cheng Yin CVBM 49 4 0 12 Jul 2022
Learning Continuous Grasping Function with a Dexterous Hand from Human Demonstrations Jianglong Ye Jiashun Wang Binghao Huang Yuzhe Qin Xiaolong Wang 125 51 0 11 Jul 2022
Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space Amine Ouasfi A. Boukhayma 3DPC 24 21 0 09 Jul 2022
What Makes for Automatic Reconstruction of Pulmonary Segments Kaiming Kuang Li Zhang Jingyuan Li Hongwei Bran Li Jiajun Chen Bo Du Jiancheng Yang 27 9 0 07 Jul 2022
Recovering Detail in 3D Shapes Using Disparity Maps Marissa Ramirez de Chanlatte Matheus Gadelha Thibault Groueix R. Měch 34 0 0 01 Jul 2022
Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis Jiancheng Yang Rui Shi Udaranga Wickramasinghe Qikui Zhu Bingbing Ni Pascal Fua 3DH MedIm 35 5 0 30 Jun 2022
Implicit U-Net for volumetric medical image segmentation Sergio Naval Marimont G. Tarroni SSeg 41 2 0 30 Jun 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou Hao Tang Gordon Wetzstein Leonidas J. Guibas Luc Van Gool Radu Timofte 45 20 0 29 Jun 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 49 106 0 28 Jun 2022
Ev-NeRF: Event Based Neural Radiance Field I. Hwang Junho Kim Y. Kim 58 61 0 24 Jun 2022
SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation Xin-Yang Zheng Yang Liu Peng-Shuai Wang Xin Tong 27 97 0 24 Jun 2022
Neural Implicit Manifold Learning for Topology-Aware Density Estimation Brendan Leigh Ross Gabriel Loaiza-Ganem Anthony L. Caterini Jesse C. Cresswell AI4CE 38 2 0 22 Jun 2022
EpiGRAF: Rethinking training of 3D GANs Ivan Skorokhodov Sergey Tulyakov Yiqun Wang Peter Wonka DiffM 46 125 0 21 Jun 2022
Deep Active Latent Surfaces for Medical Geometries Patrick M. Jensen Udaranga Wickramasinghe Anders B. Dahl Pascal Fua Vedrana Andersen Dahl MedIm 36 2 0 21 Jun 2022
TAVA: Template-free Animatable Volumetric Actors Ruilong Li Julian Tanke Minh Vo Michael Zollhofer Jurgen Gall Angjoo Kanazawa Christoph Lassner 3DH 42 150 0 17 Jun 2022
An Algorithm for the SE(3)-Transformation on Neural Implicit Maps for Remapping Functions Yijun Yuan A. Nüchter 24 9 0 17 Jun 2022
Learning Implicit Feature Alignment Function for Semantic Segmentation Hanzhe Hu Yinbo Chen Jiarui Xu Shubhankar Borse H. Cai Fatih Porikli Xinyu Wang 50 47 0 17 Jun 2022
How You Start Matters for Generalization Sameera Ramasinghe L. MacDonald M. Farazi Hemanth Saratchandran Simon Lucey ODL AI4CE 41 6 0 17 Jun 2022
K-Space Transformer for Undersampled MRI Reconstruction Ziheng Zhao Tianjiao Zhang Weidi Xie Yanfeng Wang Ya Zhang MedIm 41 5 0 14 Jun 2022
Reconstructing vehicles from orthographic drawings using deep neural networks Robin Klippert 14 0 0 14 Jun 2022
Semi-signed prioritized neural fitting for surface reconstruction from unoriented point clouds Runsong Zhu Di Kang Ka-Hei Hui Yue Qian Shi Qiu Zhen Dong Linchao Bao Pheng-Ann Heng Chi-Wing Fu 3DPC 49 5 0 14 Jun 2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data Mengyu Chu Lingjie Liu Q. Zheng Erik Franz Hans-Peter Seidel Christian Theobalt Rhaleb Zayer AI4CE 35 52 0 14 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 37 14 0 13 Jun 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 35 7 0 12 Jun 2022
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views Xiaoxiao Long Chu-Hsing Lin Peng Wang Taku Komura Wenping Wang 3DGS 51 182 0 12 Jun 2022
Neural Template: Topology-aware Reconstruction and Disentangled Generation of 3D Meshes Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu 3DV 27 29 0 10 Jun 2022