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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
SE(3)-Equivariant Relational Rearrangement with Neural Descriptor Fields Anthony Simeonov Yilun Du Lin Yen-Chen Alberto Rodriguez L. Kaelbling Tomas Lozano-Perez Pulkit Agrawal 100 57 0 17 Nov 2022
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures G. Metzer Elad Richardson Or Patashnik Raja Giryes Daniel Cohen-Or DiffM 183 471 0 14 Nov 2022
TINC: Tree-structured Implicit Neural Compression Runzhao Yang Tingxiong Xiao Yuxiao Cheng J. Suo Qionghai Dai 106 11 0 12 Nov 2022
VIINTER: View Interpolation with Implicit Neural Representations of Images Brandon Yushan Feng Susmija Jabbireddy Amitabh Varshney SupR 84 13 0 01 Nov 2022
Learning Neural Implicit Representations with Surface Signal Parameterizations Yanran Guan Andrei Chubarau Ruby Rao Derek Nowrouzezahrai AI4CE 54 4 0 01 Nov 2022
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction Edith Tretschk Navami Kairanda R. MallikarjunB. Rishabh Dabral Adam Kortylewski Bernhard Egger Marc Habermann Pascal Fua Christian Theobalt Vladislav Golyanik 3DH 120 36 0 27 Oct 2022
HRTF Field: Unifying Measured HRTF Magnitude Representation with Neural Fields You Zhang Yuxiang Wang Z. Duan 63 10 0 27 Oct 2022
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds M. Arshad William J. Beksi 3DPC 3DV 92 3 0 26 Oct 2022
Isomorphic mesh generation from point clouds with multilayer perceptrons Shoko Miyauchi K. Morooka Ryo Kurazume 3DPC 68 1 0 21 Oct 2022
FIND: An Unsupervised Implicit 3D Model of Articulated Human Feet Oliver Boyne James Charles R. Cipolla 3DH 75 4 0 21 Oct 2022
NIFT: Neural Interaction Field and Template for Object Manipulation Zeyu Huang Juzhan Xu Sisi Dai Kai Xu Hao Zhang Hui Huang Ruizhen Hu 88 7 0 20 Oct 2022
Self-Supervised Representation Learning for CAD Benjamin T. Jones Michael Hu Vladimir G. Kim Adriana Schulz SSL AI4CE 74 19 0 19 Oct 2022
ARAH: Animatable Volume Rendering of Articulated Human SDFs Shaofei Wang Katja Schwarz Andreas Geiger Siyu Tang 3DH 94 134 0 18 Oct 2022
ITSRN++: Stronger and Better Implicit Transformer Network for Continuous Screen Content Image Super-Resolution Sheng Shen Huanjing Yue Jingyu Yang Kun Li SupR 66 3 0 17 Oct 2022
Signal Processing for Implicit Neural Representations Dejia Xu Peihao Wang Yi Ding Zhiwen Fan Zhangyang Wang 101 39 0 17 Oct 2022
Controllable Style Transfer via Test-time Training of Implicit Neural Representation Sunwoo Kim Youngjo Min Younghun Jung Seung Wook Kim 68 9 0 14 Oct 2022
Lightweight Stepless Super-Resolution of Remote Sensing Images via Saliency-Aware Dynamic Routing Strategy Hanlin Wu Ning Ni Li-bao Zhang 103 12 0 14 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 157 506 0 12 Oct 2022
Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang Liqian Ma Oluwasanmi Koyejo Alex Schwing CVBM 3DH 82 12 0 11 Oct 2022
Neural Shape Deformation Priors Jiapeng Tang Lev Markhasin Bi Wang Justus Thies Matthias Nießner 118 28 0 11 Oct 2022
MAgNet: Mesh Agnostic Neural PDE Solver Oussama Boussif D. Assouline L. Benabbou Yoshua Bengio AI4CE 217 30 0 11 Oct 2022
A Simple Plugin for Transforming Images to Arbitrary Scales Qinye Zhou Zi-Hua Li Weidi Xie Xiaoyun Zhang Ya Zhang Yanfeng Wang ViT 46 1 0 07 Oct 2022
Neural Volumetric Mesh Generator Yang Zheng Lemeng Wu Xingchao Liu Zhe Chen Qiang Liu Qi-Xing Huang DiffM 46 9 0 06 Oct 2022
XDGAN: Multi-Modal 3D Shape Generation in 2D Space Hassan Abu Alhaija Alara Dirik André Knorig Sanja Fidler Maria Shugrina 3DV 74 7 0 06 Oct 2022
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence Sung‐Jin Hong Jisu Nam Seokju Cho Susung Hong Sangryul Jeon Dongbo Min Seung Wook Kim 3DV 86 21 0 06 Oct 2022
SinGRAV: Learning a Generative Radiance Volume from a Single Natural Scene Yujie Wang Xuelin Chen Baoquan Chen 82 10 0 03 Oct 2022
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View Synthesis Xingyi Li Chaoyi Hong Yiran Wang Z. Cao Ke Xian Guosheng Lin 100 19 0 29 Sep 2022
3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions Petros Tzathas Petros Maragos A. Roussos 40 6 0 28 Sep 2022
Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding Pedro Figueiredo Avinash Paliwal N. Kalantari 81 6 0 27 Sep 2022
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images Jun Gao Tianchang Shen Zian Wang Wenzheng Chen K. Yin Daiqing Li Or Litany Zan Gojcic Sanja Fidler 124 454 0 22 Sep 2022
Attention Beats Concatenation for Conditioning Neural Fields Daniel Rebain Mark J. Matthews K. M. Yi Gopal Sharma Dmitry Lagun Andrea Tagliasacchi AI4CE 90 23 0 21 Sep 2022
Implicit Conversion of Manifold B-Rep Solids by Neural Halfspace Representation Haoxiang Guo Yang Liu Hao Pan B. Guo AI4CE 88 9 0 21 Sep 2022
Learning Reconstructability for Drone Aerial Path Planning Yilin Liu Liqiang Lin Yue Hu Ke Xie Chi-Wing Fu Hao Zhang Hui Huang 68 20 0 21 Sep 2022
Iterative Poisson Surface Reconstruction (iPSR) for Unoriented Points Fei Hou Chiyu Wang Wencheng Wang Hong Qin Chen Qian Ying He 115 56 0 20 Sep 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 124 128 0 19 Sep 2022
Bridging Implicit and Explicit Geometric Transformation for Single-Image View Synthesis Byeongjun Park Hyojun Go Changick Kim 3DV 86 6 0 15 Sep 2022
Landmark-free Statistical Shape Modeling via Neural Flow Deformations David Lüdke Tamaz Amiranashvili F. Ambellan Ivan Ezhov Bjoern Menze S. Zachow MedIm 52 16 0 14 Sep 2022
Neural Point-based Shape Modeling of Humans in Challenging Clothing Qianli Ma Jinlong Yang Michael J. Black Siyu Tang 3DH 57 29 0 14 Sep 2022
Implicit Full Waveform Inversion with Deep Neural Representation Jian Sun K. Innanen AI4CE 70 36 0 08 Sep 2022
Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction Tong Wu Jiaqi Wang Xingang Pan Xudong Xu Christian Theobalt Ziwei Liu Dahua Lin 118 101 0 26 Aug 2022
Learning Continuous Implicit Representation for Near-Periodic Patterns B. Chen Tiancheng Zhi M. Hebert S. Narasimhan CLL AI4TS 57 6 0 25 Aug 2022
PIFu for the Real World: A Self-supervised Framework to Reconstruct Dressed Human from Single-view Images Zhangyang Xiong Dong Du Yushuang Wu Jing Dong Di Kang Linchao Bao Xiaoguang Han 3DH 103 1 0 23 Aug 2022
PDRF: Progressively Deblurring Radiance Field for Fast and Robust Scene Reconstruction from Blurry Images Cheng-Fang Peng Rama Chellappa 55 12 0 17 Aug 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 72 23 0 12 Aug 2022
Learning to Generate 3D Shapes from a Single Example Rundi Wu Changxi Zheng GAN 3DV 107 34 0 05 Aug 2022
Transformers as Meta-Learners for Implicit Neural Representations Yinbo Chen Xiaolong Wang AI4CE 91 68 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 99 25 0 30 Jul 2022
Minimal Neural Atlas: Parameterizing Complex Surfaces with Minimal Charts and Distortion Weng Fei Low Gim Hee Lee 67 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 110 68 0 27 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 86 32 0 24 Jul 2022