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
Locally Aware Piecewise Transformation Fields for 3D Human Mesh Registration Shaofei Wang Andreas Geiger Siyu Tang 3DH 36 48 0 16 Apr 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements Qianli Ma Shunsuke Saito Jinlong Yang Siyu Tang Michael J. Black 3DH AI4CE 16 96 0 15 Apr 2021
A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation Jiteng Mu Weichao Qiu Adam Kortylewski Alan Yuille Nuno Vasconcelos Xiaolong Wang 27 106 0 15 Apr 2021
Aligning Latent and Image Spaces to Connect the Unconnectable Ivan Skorokhodov Grigorii Sotnikov Mohamed Elhoseiny DiffM 27 78 0 14 Apr 2021
Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes Julian Chibane Aayush Bansal Verica Lazova Gerard Pons-Moll 26 237 0 14 Apr 2021
LEAP: Learning Articulated Occupancy of People Marko Mihajlovic Yan Zhang Michael J. Black Siyu Tang 3DH 31 129 0 14 Apr 2021
ShapeMOD: Macro Operation Discovery for 3D Shape Programs R. K. Jones David Charatan Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 31 9 0 13 Apr 2021
CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly Fenggen Yu Zhiqin Chen Manyi Li Aditya Sanghi Hooman Shayani Ali Mahdavi-Amiri Hao Zhang 3DV 3DPC 27 63 0 12 Apr 2021
Compressive Neural Representations of Volumetric Scalar Fields Yuzhe Lu K. Jiang Joshua A. Levine M. Berger AI4CE 29 87 0 11 Apr 2021
Modulated Periodic Activations for Generalizable Local Functional Representations Ishit Mehta Michael Gharbi Connelly Barnes Eli Shechtman R. Ramamoorthi Manmohan Chandraker 24 153 0 08 Apr 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes Xu Chen Yufeng Zheng Michael J. Black Otmar Hilliges Andreas Geiger 3DH 30 229 0 08 Apr 2021
SMD-Nets: Stereo Mixture Density Networks Fabio Tosi Yiyi Liao Carolin Schmitt Andreas Geiger 3DV 31 84 0 08 Apr 2021
CoCoNets: Continuous Contrastive 3D Scene Representations Shamit Lal Mihir Prabhudesai Ishita Mediratta Adam W. Harley Katerina Fragkiadaki SSL 3DH 3DPC 36 25 0 08 Apr 2021
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks Shunsuke Saito Jinlong Yang Qianli Ma Michael J. Black 3DH 55 213 0 07 Apr 2021
Neural Articulated Radiance Field Atsuhiro Noguchi Xiao Sun Stephen Lin Tatsuya Harada 3DH AI4CE 27 223 0 07 Apr 2021
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation Ashwin Raju S. Miao Mei Han Le Lu Junzhou Huang Adam P. Harrison 3DV MedIm 27 33 0 07 Apr 2021
gradSim: Differentiable simulation for system identification and visuomotor control Krishna Murthy Jatavallabhula Miles Macklin Florian Golemo Vikram S. Voleti Petrini ... Erleben Liam Paull Florian Shkurti Derek Nowrouzezahrai Sanja Fidler 27 99 0 06 Apr 2021
MirrorNeRF: One-shot Neural Portrait Radiance Field from Multi-mirror Catadioptric Imaging ZiYun Wang Liao Wang Fuqiang Zhao Minye Wu Lan Xu Jingyi Yu 3DH 31 9 0 06 Apr 2021
Convolutional Neural Opacity Radiance Fields Haimin Luo Anpei Chen Qixuan Zhang Bai Pang Minye Wu Lan Xu Jingyi Yu AI4CE 36 19 0 05 Apr 2021
Synergies Between Affordance and Geometry: 6-DoF Grasp Detection via Implicit Representations Zhenyu Jiang Yifeng Zhu Maxwell Svetlik Kuan Fang Yuke Zhu 28 139 0 04 Apr 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction Feng Liu Luan Tran Xiaoming Liu 3DV 39 16 0 02 Apr 2021
NPMs: Neural Parametric Models for 3D Deformable Shapes Pablo Rodríguez Palafox Aljavz Bovzivc Justus Thies Matthias Nießner Angela Dai 3DH 22 107 0 01 Apr 2021
RGB-D Local Implicit Function for Depth Completion of Transparent Objects Luyang Zhu Arsalan Mousavian Yu Xiang H. Mazhar Jozef van Eenbergen Shoubhik Debnath Dieter Fox 31 90 0 01 Apr 2021
Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches Benoît Guillard Edoardo Remelli Pierre Yvernay Pascal Fua 3DV 21 77 0 01 Apr 2021
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields Michael Niemeyer Andreas Geiger VGen 3DH 30 66 0 31 Mar 2021
SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks Zoe Landgraf Raluca Scona Tristan Laidlow Stephen James Stefan Leutenegger Andrew J. Davison OCL 16 8 0 30 Mar 2021
Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction Jiapeng Tang Dan Xu Kui Jia Lei Zhang 3DPC 3DH 24 32 0 30 Mar 2021
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis Jiaxin Li Zijian Feng Qi She Henghui Ding Changhu Wang G. Lee 3DH MDE 23 156 0 27 Mar 2021
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation Abol Basher M. Sarmad Jani Boutellier 3DV 43 13 0 26 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 38 1,053 0 25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 17 806 0 25 Mar 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction Shilin Liu Haoxiang Guo Hao Pan Peng-Shuai Wang Xin Tong Yang Liu 3DPC 3DV 29 97 0 23 Mar 2021
Neural Lumigraph Rendering Petr Kellnhofer Lars Jebe Andrew Jones Ryan P. Spicer K. Pulli Gordon Wetzstein 3DV 3DH 27 146 0 22 Mar 2021
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks Despoina Paschalidou Angelos Katharopoulos Andreas Geiger Sanja Fidler 3DPC 3DV 3DH 29 112 0 18 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 13 629 0 18 Mar 2021
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis Amin Heyrani Nobari Wei Chen Faez Ahmed GAN AI4CE 19 11 0 10 Mar 2021
COIN: COmpression with Implicit Neural representations Emilien Dupont Adam Goliñski Milad Alizadeh Yee Whye Teh Arnaud Doucet 23 223 0 03 Mar 2021
A Revisit of Shape Editing Techniques: from the Geometric to the Neural Viewpoint Yu-Jie Yuan Yu-Kun Lai Tong Wu Lin Gao Ligang Liu 31 30 0 02 Mar 2021
NeuTex: Neural Texture Mapping for Volumetric Neural Rendering Fanbo Xiang Zexiang Xu Milovs Havsan Yannick Hold-Geoffroy Kalyan Sunkavalli Hao Su 3DH 29 102 0 01 Mar 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View Konstantinos Rematas Ricardo Martín Brualla V. Ferrari 54 110 0 17 Feb 2021
Modeling 3D Surface Manifolds with a Locally Conditioned Atlas Przemysław Spurek Sebastian Winczowski Maciej Ziȩba Tomasz Trzciñski Kacper Kania Marcin Mazur 20 4 0 11 Feb 2021
Generative Models as Distributions of Functions Emilien Dupont Yee Whye Teh Arnaud Doucet 22 103 0 09 Feb 2021
Towards Generalising Neural Implicit Representations Theo W. Costain V. Prisacariu 39 2 0 29 Jan 2021
CNN with large memory layers R. Karimov Yury Malkov Karim Iskakov Victor Lempitsky 27 0 0 27 Jan 2021
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes Towaki Takikawa Joey Litalien K. Yin Karsten Kreis Charles T. Loop Derek Nowrouzezahrai Alec Jacobson M. McGuire Sanja Fidler 3DV 36 513 0 26 Jan 2021
Joint Learning of 3D Shape Retrieval and Deformation Mikaela Angelina Uy Vladimir G. Kim Minhyuk Sung Noam Aigerman S. Chaudhuri Leonidas J. Guibas 3DPC 3DV 27 49 0 19 Jan 2021
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild Shivam Duggal Zihao Wang Wei-Chiu Ma S. Manivasagam Justin Liang Shenlong Wang R. Urtasun 3DV 68 25 0 18 Jan 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 70 507 0 14 Jan 2021
Reproducing Activation Function for Deep Learning Senwei Liang Liyao Lyu Chunmei Wang Haizhao Yang 36 21 0 13 Jan 2021
Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation Wei Chen Arun Ramamurthy 25 23 0 07 Jan 2021