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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
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 117 130 0 05 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 146 63 0 03 Jan 2022
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators Andrew F. Luo Tianqin Li Wenhao Zhang T. Lee GAN 3DV 90 32 0 01 Jan 2022
NICE-SLAM: Neural Implicit Scalable Encoding for SLAM Zihan Zhu Songyou Peng Viktor Larsson Weiwei Xu Hujun Bao Zhaopeng Cui Martin R. Oswald Marc Pollefeys 146 696 0 22 Dec 2021
Learning Positional Embeddings for Coordinate-MLPs Sameera Ramasinghe Simon Lucey 86 10 0 21 Dec 2021
StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 126 354 0 21 Dec 2021
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 103 58 0 21 Dec 2021
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling Ren Li Bo Wang Cuiping Li Ling-Xiao Zhang Lin Gao 49 9 0 21 Dec 2021
HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars T. Hu Tao Yu Zerong Zheng He Zhang Yebin Liu Matthias Zwicker 3DH 93 35 0 19 Dec 2021
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 129 312 0 16 Dec 2021
I M Avatar: Implicit Morphable Head Avatars from Videos Yufeng Zheng Victoria Fernandez-Abrevaya Marcel C. Bühler Xu Chen Michael J. Black Otmar Hilliges 3DH 142 216 0 14 Dec 2021
Learning Body-Aware 3D Shape Generative Models Bryce Blinn Alexander Ding R. K. Jones Manolis Savva Srinath Sridhar Daniel E. Ritchie 3DH 77 5 0 13 Dec 2021
Implicit Transformer Network for Screen Content Image Continuous Super-Resolution Jingyu Yang Sheng Shen Huanjing Yue Kun Li 53 65 0 12 Dec 2021
UNIST: Unpaired Neural Implicit Shape Translation Network Qimin Chen Johannes Merz Aditya Sanghi Hooman Shayani Ali Mahdavi-Amiri Hao Zhang 3DPC 61 8 0 10 Dec 2021
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 282 1,672 0 09 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 124 248 0 09 Dec 2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation David B. Lindell Dave Van Veen Jeong Joon Park Gordon Wetzstein 96 152 0 09 Dec 2021
Implicit Neural Representations for Image Compression Yannick Strümpler Janis Postels Ren Yang Luc van Gool F. Tombari 93 165 0 08 Dec 2021
Neural Points: Point Cloud Representation with Neural Fields for Arbitrary Upsampling Wanquan Feng Jin Li Hongrui Cai Xiaonan Luo Juyong Zhang 3DPC 73 69 0 08 Dec 2021
Class-agnostic Reconstruction of Dynamic Objects from Videos Zhongzheng Ren Xiaoming Zhao Alex Schwing 61 9 0 03 Dec 2021
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 91 91 0 03 Dec 2021
NeRF-SR: High-Quality Neural Radiance Fields using Supersampling Chen Wang Xian-Chun Wu Yuanchen Guo Song-Hai Zhang Yu-Wing Tai Shijia Hu 114 117 0 03 Dec 2021
Frame Averaging for Equivariant Shape Space Learning Matan Atzmon Koki Nagano Sanja Fidler S. Khamis Y. Lipman FedML 82 13 0 03 Dec 2021
Fast Neural Representations for Direct Volume Rendering S. Weiss Philipp Hermüller Rüdiger Westermann 90 42 0 02 Dec 2021
Hierarchical Neural Implicit Pose Network for Animation and Motion Retargeting Sourav Biswas K. Yin Maria Shugrina Sanja Fidler S. Khamis 3DH 73 6 0 02 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 169 601 0 01 Dec 2021
NeRFReN: Neural Radiance Fields with Reflections Yuanchen Guo Di Kang Linchao Bao Yu He Song-Hai Zhang 105 149 0 30 Nov 2021
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping Alexandre Boulch Pierre-Alain Langlois Gilles Puy Renaud Marlet 3DPC SSL 111 20 0 30 Nov 2021
Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs Sameera Ramasinghe Simon Lucey 96 129 0 30 Nov 2021
MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks Benoît Guillard Federico Stella Pascal Fua 121 88 0 29 Nov 2021
High Quality Segmentation for Ultra High-resolution Images Tiancheng Shen Yuechen Zhang Lu Qi Jason Kuen Xingyu Xie Jianlong Wu Zhe Lin Jiaya Jia 221 42 0 29 Nov 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 106 66 0 26 Nov 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 152 127 0 25 Nov 2021
Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences Moritz Ibing Gregor Kobsik Leif Kobbelt 90 37 0 24 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 230 637 0 22 Nov 2021
LOLNeRF: Learn from One Look Daniel Rebain Mark J. Matthews K. M. Yi Dmitry Lagun Andrea Tagliasacchi 3DV 87 112 0 19 Nov 2021
DeepCurrents: Learning Implicit Representations of Shapes with Boundaries David R Palmer Dmitriy Smirnov Stephanie Wang Albert Chern Justin Solomon AI4CE 65 20 0 17 Nov 2021
Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations Jan Zuiderveld Marco Federici Erik J. Bekkers AI4CE 78 6 0 14 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 135 457 0 10 Nov 2021
Theoretical and Empirical Analysis of a Fast Algorithm for Extracting Polygons from Signed Distance Bounds Nenad Markus Mirko Sužnjević 51 0 0 10 Nov 2021
Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis Tianchang Shen Jun Gao K. Yin Xuan Li Sanja Fidler 3DV 131 466 0 08 Nov 2021
Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images Jianfei Guo Zhiyuan Yang Xi Lin Qingfu Zhang 3DH 84 5 0 08 Nov 2021
TermiNeRF: Ray Termination Prediction for Efficient Neural Rendering Martin Piala R. Clark 81 80 0 05 Nov 2021
Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image Feng Liu Xiaoming Liu 3DPC 75 31 0 04 Nov 2021
Towards Panoptic 3D Parsing for Single Image in the Wild Sainan Liu Vincent Nguyen Yuan Gao Subarna Tripathi Zhuowen Tu 3DV 67 4 0 04 Nov 2021
Neural Scene Flow Prior Xueqian Li J. K. Pontes Simon Lucey AI4CE 82 95 0 01 Nov 2021
OctField: Hierarchical Implicit Functions for 3D Modeling Jiapeng Tang Weikai Chen Jie Yang Bo Wang Songrun Liu Bo Yang Lin Gao 66 39 0 01 Nov 2021
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis Xudong Xu Xingang Pan Dahua Lin Bo Dai 3DH AI4CE 79 61 0 01 Nov 2021
Scale-Aware Dynamic Network for Continuous-Scale Super-Resolution Hanlin Wu Ning Ni Li-bao Zhang SupR 97 4 0 29 Oct 2021
Neural Disparity Refinement for Arbitrary Resolution Stereo Filippo Aleotti Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 3DV 92 27 0 28 Oct 2021