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
DeepCurrents: Learning Implicit Representations of Shapes with Boundaries David R Palmer Dmitriy Smirnov Stephanie Wang Albert Chern Justin Solomon AI4CE 25 20 0 17 Nov 2021
Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations Jan Zuiderveld Marco Federici Erik J. Bekkers AI4CE 34 6 0 14 Nov 2021
Learning Signal-Agnostic Manifolds of Neural Fields Yilun Du Katherine M. Collins J. Tenenbaum Vincent Sitzmann MedIm 34 47 0 11 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 76 446 0 10 Nov 2021
Theoretical and Empirical Analysis of a Fast Algorithm for Extracting Polygons from Signed Distance Bounds Nenad Markus Mirko Sužnjević 24 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 33 456 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 26 5 0 08 Nov 2021
TermiNeRF: Ray Termination Prediction for Efficient Neural Rendering Martin Piala R. Clark 35 79 0 05 Nov 2021
Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image Feng Liu Xiaoming Liu 3DPC 28 30 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 35 4 0 04 Nov 2021
Neural Scene Flow Prior Xueqian Li J. K. Pontes Simon Lucey AI4CE 24 93 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 22 39 0 01 Nov 2021
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis Xudong Xu Xingang Pan Dahua Lin Bo Dai 3DH AI4CE 37 60 0 01 Nov 2021
FC2T2: The Fast Continuous Convolutional Taylor Transform with Applications in Vision and Graphics Henning Lange J. Nathan Kutz 23 2 0 29 Oct 2021
Scale-Aware Dynamic Network for Continuous-Scale Super-Resolution Hanlin Wu Ning Ni Li-bao Zhang SupR 33 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 17 26 0 28 Oct 2021
Meta-Learning Sparse Implicit Neural Representations Jaehoon Lee Jihoon Tack Namhoon Lee Jinwoo Shin 29 44 0 27 Oct 2021
An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation Qing Wu Yuwei Li Yawen Sun Yan Zhou Hongjiang Wei Jing-xin Yu Yuyao Zhang 22 57 0 27 Oct 2021
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition Mark Boss Varun Jampani Raphael Braun Ce Liu Jonathan T. Barron Hendrik P. A. Lensch 36 208 0 27 Oct 2021
Dex-NeRF: Using a Neural Radiance Field to Grasp Transparent Objects Jeffrey Ichnowski Yahav Avigal Justin Kerr Ken Goldberg 48 169 0 27 Oct 2021
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion Hongyi Xu Thiemo Alldieck C. Sminchisescu 3DH 23 180 0 26 Oct 2021
Neural Relightable Participating Media Rendering Q. Zheng Gurprit Singh Hans-Peter Seidel AI4CE 33 19 0 25 Oct 2021
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit Representations Simon Giebenhain Bastian Goldlücke 3DPC 26 15 0 22 Oct 2021
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data Christoph Reich Tim Prangemeier Ozdemir Cetin Heinz Koeppl 32 10 0 20 Oct 2021
CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis Peng Zhou Lingxi Xie Bingbing Ni Qi Tian 26 174 0 19 Oct 2021
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers Z. Shi Zhao Meng Yiran Xing Yunpu Ma Roger Wattenhofer ViT 48 34 0 17 Oct 2021
HyperCube: Implicit Field Representations of Voxelized 3D Models Magdalena Proszewska Marcin Mazur Tomasz Trzciñski Przemysław Spurek 37 5 0 12 Oct 2021
3D Unsupervised Region-Aware Registration Transformer Yu Hao Yi Fang 3DPC ViT 18 1 0 07 Oct 2021
Ensemble Neural Representation Networks Milad Soltany Kadarvish Hesam Mojtahedi Hossein Entezari Zarch A. Kazerouni Alireza Morsali Azra Abtahi F. Marvasti 48 6 0 07 Oct 2021
CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation Aditya Sanghi Hang Chu Joseph G. Lambourne Ye Wang Chin-Yi Cheng Marco Fumero Kamal Rahimi Malekshan CLIP 60 289 0 06 Oct 2021
Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning Danny Driess Jung-Su Ha Marc Toussaint Russ Tedrake 119 63 0 02 Oct 2021
Identity-Disentangled Neural Deformation Model for Dynamic Meshes Binbin Xu Lingni Ma Yuting Ye Tanner Schmidt Christopher D. Twigg S. Lovegrove 3DH 47 2 0 30 Sep 2021
Model reduction for the material point method via an implicit neural representation of the deformation map Julius Berner Maurizio M. Chiaramonte E. Grinspun Kevin Carlberg 29 15 0 25 Sep 2021
A Skeleton-Driven Neural Occupancy Representation for Articulated Hands Korrawe Karunratanakul Adrian Spurr Zicong Fan Otmar Hilliges Siyu Tang 3DH 42 60 0 23 Sep 2021
HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation Subeesh Vasu Nicolas Talabot Artem Lukoianov Pierre Baqué Jonathan Donier Pascal Fua 44 4 0 22 Sep 2021
Discretization-independent surrogate modeling over complex geometries using hypernetworks and implicit representations J. Duvall Karthik Duraisamy Shaowu Pan AI4CE 37 3 0 14 Sep 2021
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images Size Wu Sheng Jin Wentao Liu Lei Bai Chao Qian Dong Liu Wanli Ouyang 3DH 29 45 0 13 Sep 2021
Multiresolution Deep Implicit Functions for 3D Shape Representation Zhang Chen Yinda Zhang Kyle Genova S. Fanello Sofien Bouaziz Christian Haene Ruofei Du Cem Keskin Thomas Funkhouser Danhang Tang 3DV 70 50 0 12 Sep 2021
NEAT: Neural Attention Fields for End-to-End Autonomous Driving Kashyap Chitta Aditya Prakash Andreas Geiger 3DPC 44 208 0 09 Sep 2021
Single Image 3D Object Estimation with Primitive Graph Networks Qian He Desen Zhou Bo Wan Xuming He 3DV 3DPC 50 5 0 09 Sep 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories Wonbong Jang Lourdes Agapito 40 216 0 03 Sep 2021
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 40 8 0 03 Sep 2021
The Power of Points for Modeling Humans in Clothing Qianli Ma Jinlong Yang Siyu Tang Michael J. Black 3DH 32 101 0 02 Sep 2021
NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo Yi Wei Shaohui Liu Yongming Rao Wang Zhao Jiwen Lu Jie Zhou 43 248 0 02 Sep 2021
Seeing Implicit Neural Representations as Fourier Series Nuri Benbarka Timon Hofer Hamd ul Moqeet Riaz A. Zell AI4CE 37 53 0 01 Sep 2021
Implicit Behavioral Cloning Peter R. Florence Corey Lynch Andy Zeng Oscar Ramirez Ayzaan Wahid Laura Downs Adrian S. Wong Johnny Lee Igor Mordatch Jonathan Tompson OffRL 77 372 0 01 Sep 2021
CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing Daxuan Ren Jianmin Zheng Jianfei Cai Jiatong Li Haiyong Jiang ... Junzhe Zhang Liang Pan Mingyuan Zhang Haiyu Zhao Shuai Yi 3DV 3DPC 30 49 0 25 Aug 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 43 116 0 24 Aug 2021
Fast Evaluation of Smooth Distance Constraints on Co-Dimensional Geometry A. Madan David I. W. Levin 29 4 0 24 Aug 2021
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators Qi-Xing Huang Xiangru Huang Bo Sun Zaiwei Zhang Junfeng Jiang Minh Nguyen 47 35 0 21 Aug 2021