Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 70 papers shown

Title
Hand Shadow Art: A Differentiable Rendering Perspective Aalok Gangopadhyay Prajwal Singh Ashish Tiwari Shanmuganathan Raman 3DH 39 3 0 27 May 2025
VIN-NBV: A View Introspection Network for Next-Best-View Selection for Resource-Efficient 3D Reconstruction Noah Frahm Dongxu Zhao Andrea Dunn Beltran Ron Alterovitz Jan-Michael Frahm Junier Oliva Roni Sengupta 461 0 0 09 May 2025
SEGA: Drivable 3D Gaussian Head Avatar from a Single Image Chen Guo Zhuo Su Jian Wang Shuang Li Xu Chang Zhaohu Li Yang Zhao Guidong Wang Ruqi Huang 3DGS 513 1 0 19 Apr 2025
VoteFlow: Enforcing Local Rigidity in Self-Supervised Scene Flow Yancong Lin Shiming Wang Liangliang Nan Julian F. P. Kooij Holger Caesar 3DPC 188 1 0 28 Mar 2025
DeepUKF-VIN: Adaptively-tuned Deep Unscented Kalman Filter for 3D Visual-Inertial Navigation based on IMU-Vision-Net Khashayar Ghanizadegan Hashim A. Hashim 117 0 0 13 Mar 2025
Morpheus: Text-Driven 3D Gaussian Splat Shape and Color Stylization Jamie Wynn Z. Qureshi Jakub Powierza Jamie Watson Mohamed Sayed 3DGS DiffM 143 1 0 03 Mar 2025
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 218 7 0 24 Feb 2025
$IM360: Textured Mesh Reconstruction for Large-scale Indoor Mapping with 360$^\circ$ Cameras$ IM360: Textured Mesh Reconstruction for Large-scale Indoor Mapping with 360 $^\circ$ Cameras Dongki Jung Jaehoon Choi Yonghan Lee Dinesh Manocha 132 0 0 20 Feb 2025
Bilevel Learning for Bilevel Planning Bowen Li Tom Silver Sebastian A. Scherer Alexander G. Gray 247 2 0 12 Feb 2025
Make-A-Texture: Fast Shape-Aware Texture Generation in 3 Seconds Xiaoyu Xiang Liat Sless Gorelik Yuchen Fan Omri Armstrong Forrest N. Iandola Yilei Li Ita Lifshitz Rakesh Ranjan 3DGS DiffM 168 5 0 28 Jan 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 115 12 0 03 Jan 2025
Geometry Field Splatting with Gaussian Surfels Kaiwen Jiang Venkataram Sivaram Cheng Peng R. Ramamoorthi 137 2 0 26 Nov 2024
RoboPEPP: Vision-Based Robot Pose and Joint Angle Estimation through Embedding Predictive Pre-Training Raktim Gautam Goswami Prashanth Krishnamurthy Yann LeCun Farshad Khorrami 131 1 0 26 Nov 2024
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians Shuyi Jiang QiHao Zhao Hossein Rahmani De Wen Soh Jing Liu Na Zhao 3DGS 443 0 0 02 Oct 2024
View-Invariant Policy Learning via Zero-Shot Novel View Synthesis Stephen Tian Blake Wulfe Kyle Sargent Katherine Liu Sergey Zakharov Vitor Campagnolo Guizilini Jiajun Wu 130 12 0 05 Sep 2024
DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image Qingxuan Wu Zhiyang Dou Sirui Xu Soshi Shimada Chen Wang ... Taku Komura Vladislav Golyanik Christian Theobalt Wenping Wang Lingjie Liu CVBM 3DH 132 5 0 26 Jun 2024
SceneFactory: A Workflow-centric and Unified Framework for Incremental Scene Modeling Yijun Yuan M. Bleier Andreas Nüchter 100 0 0 13 May 2024
PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction Sinisa Stekovic Stefan Ainetter Mattia DÚrso Friedrich Fraundorfer Vincent Lepetit 121 0 0 16 Apr 2024
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion Jaidev Shriram Alex Trevithick Lingjie Liu Ravi Ramamoorthi DiffM 3DGS 144 59 0 10 Apr 2024
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset Alexander Khazatsky Karl Pertsch Suraj Nair Ashwin Balakrishna Sudeep Dasari ... Thomas Kollar Sergey Levine Chelsea Finn Sergey Levine Chelsea Finn 226 221 0 19 Mar 2024
HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs Artem Sevastopolsky Philip-William Grassal Simon Giebenhain ShahRukh Athar Luisa Verdoliva Matthias Niessner 3DH 210 4 0 21 Dec 2023
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI Nicolás Gaggion Benjamin A. Matheson Yan Xia Rodrigo Bonazzola Nishant Ravikumar Zeike A. Taylor Diego H. Milone Alejandro F. Frangi Enzo Ferrante 114 4 0 22 Nov 2023
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DV 3DPC 118 6 0 27 Dec 2022
FIND: An Unsupervised Implicit 3D Model of Articulated Human Feet Oliver Boyne James Charles R. Cipolla 3DH 68 4 0 21 Oct 2022
USC: Uncompromising Spatial Constraints for Safety-Oriented 3D Object Detectors in Autonomous Driving Hsuan-Cheng Liao Chih-Hong Cheng Hasan Esen Alois C. Knoll 74 4 0 21 Sep 2022
Pulsar: Efficient Sphere-based Neural Rendering Christoph Lassner Michael Zollhofer 3DGS 42 7 0 16 Apr 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 129 2,592 0 19 Mar 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 89 263 0 23 Feb 2020
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 90 472 0 18 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 526 42,559 0 03 Dec 2019
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research Krishna Murthy Jatavallabhula Edward James Smith Jean-Francois Lafleche Clement Fuji-Tsang Artem Rozantsev Wenzheng Chen Tommy Xiang Rev Lebaredian Sanja Fidler 3DPC AI4CE 79 127 0 12 Nov 2019
C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion David Novotny Nikhila Ravi Benjamin Graham Natalia Neverova Andrea Vedaldi 3DPC 67 110 0 05 Sep 2019
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer Wenzheng Chen Jun Gao Huan Ling Edward James Smith J. Lehtinen Alec Jacobson Sanja Fidler 3DH 3DV 99 362 0 03 Aug 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 101 670 0 28 Jun 2019
Differentiable Surface Splatting for Point-based Geometry Processing Yifan Wang Felice Serena Shihao Wu Cengiz Öztireli O. Sorkine-Hornung 3DPC 88 299 0 10 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 163 1,282 0 04 Jun 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 153 1,259 0 13 May 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 237 4,361 0 06 Mar 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Edward James Smith Scott Fujimoto Adriana Romero David Meger 57 90 0 31 Jan 2019
Soft Rasterizer: Differentiable Rendering for Unsupervised Single-View Mesh Reconstruction Shichen Liu Weikai Chen Tianye Li Hao Li 68 96 0 17 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,704 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 251 2,906 0 10 Dec 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 71 244 0 22 Oct 2018
Layer-structured 3D Scene Inference via View Synthesis Shubham Tulsiani Richard Tucker Noah Snavely 3DV 56 170 0 26 Jul 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 113 1,332 0 05 Apr 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 68 606 0 20 Mar 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 144 1,184 0 15 Feb 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 285 1,406 0 01 Feb 2018
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 73 1,046 0 20 Nov 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 354 11,139 0 07 Jun 2017