Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

44 / 194 papers shown

Title
GANmouflage: 3D Object Nondetection with Texture Fields Rui-xiong Guo Jasmine Collins Oscar de Lima Andrew Owens 16 9 0 18 Jan 2022
HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars T. Hu Tao Yu Zerong Zheng He Zhang Yebin Liu Matthias Zwicker 3DH 14 33 0 19 Dec 2021
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 36 296 0 16 Dec 2021
ROCA: Robust CAD Model Retrieval and Alignment from a Single Image Can Gümeli Angela Dai Matthias Nießner 3DPC 3DV 22 48 0 03 Dec 2021
Neural Head Avatars from Monocular RGB Videos Philip-William Grassal Malte Prinzler Titus Leistner Carsten Rother Matthias Nießner Justus Thies 3DH 22 191 0 02 Dec 2021
Recognizing Scenes from Novel Viewpoints Shengyi Qian Alexander Kirillov Nikhila Ravi Devendra Singh Chaplot Justin Johnson David Fouhey Georgia Gkioxari 30 9 0 02 Dec 2021
FaceTuneGAN: Face Autoencoder for Convolutional Expression Transfer Using Neural Generative Adversarial Networks Nicolas Olivier Kelian Baert F. Danieau Franck Multon Quentin Avril CVBM 3DH 22 18 0 01 Dec 2021
Probabilistic Estimation of 3D Human Shape and Pose with a Semantic Local Parametric Model A. Sengupta Ignas Budvytis R. Cipolla 3DH 9 5 0 30 Nov 2021
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding Abdullah Hamdi Silvio Giancola Bernard Ghanem 3DPC 25 23 0 30 Nov 2021
Human Performance Capture from Monocular Video in the Wild Chen Guo Xu Chen Jie Song Otmar Hilliges 3DH 9 29 0 29 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello J. Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 48 444 0 10 Nov 2021
MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation Safa C. Medin Bernhard Egger A. Cherian Ye Wang J. Tenenbaum Xiaoming Liu Tim K. Marks 3DH CVBM 11 32 0 01 Nov 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 19 32 0 28 Oct 2021
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose Angtian Wang Shenxiao Mei Alan Yuille Adam Kortylewski 3DV 13 21 0 27 Oct 2021
Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes Sara Hahner Jochen Garcke AI4CE 14 14 0 18 Oct 2021
Differentiable Rendering with Perturbed Optimizers Quentin Le Lidec Ivan Laptev Cordelia Schmid Justin Carpentier 14 15 0 18 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 26 17 0 13 Oct 2021
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 149 217 0 12 Oct 2021
Differentiable Stereopsis: Meshes from multiple views using differentiable rendering Shubham Goel Georgia Gkioxari Jitendra Malik 3DV 23 24 0 11 Oct 2021
Unsupervised High-Fidelity Facial Texture Generation and Reconstruction Ron Slossberg Ibrahim Jubran Ron Kimmel 3DH 17 7 0 10 Oct 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories Wonbong Jang Lourdes Agapito 11 216 0 03 Sep 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 40 449 0 01 Sep 2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction Brandon Leung Chih-Hui Ho Nuno Vasconcelos 15 5 0 23 Aug 2021
D3D-HOI: Dynamic 3D Human-Object Interactions from Videos Xiang Xu Hanbyul Joo Greg Mori Manolis Savva 36 38 0 19 Aug 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 11 155 0 23 Jul 2021
DOVE: Learning Deformable 3D Objects by Watching Videos Shangzhe Wu Tomas Jakab Christian Rupprecht Andrea Vedaldi 3DH 28 60 0 22 Jul 2021
Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement Huiwen Luo Koki Nagano Han-Wei Kung Mclean Goldwhite Qingguo Xu Zejian Wang Lingyu Wei Liwen Hu Hao Li 3DH 16 50 0 21 Jun 2021
To The Point: Correspondence-driven monocular 3D category reconstruction Filippos Kokkinos Iasonas Kokkinos 3DH 3DPC 10 24 0 10 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 19 233 0 07 Jun 2021
3D Adversarial Attacks Beyond Point Cloud Jinlai Zhang Lyujie Chen Binbin Liu Bojun Ouyang Qizhi Xie Jihong Zhu Weiming Li Yanmei Meng 3DPC 11 38 0 25 Apr 2021
Imagining The Road Ahead: Multi-Agent Trajectory Prediction via Differentiable Simulation Adam Scibior Vasileios Lioutas Daniele Reda Peyman Bateni Frank D. Wood VGen 48 47 0 22 Apr 2021
Point-Based Modeling of Human Clothing Ilya Zakharkin Kirill Mazur A. Grigoriev Victor Lempitsky 3DH 3DPC 19 42 0 16 Apr 2021
Appearance-Driven Automatic 3D Model Simplification J. Hasselgren Jacob Munkberg J. Lehtinen M. Aittala S. Laine 33 55 0 08 Apr 2021
Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches Benoît Guillard Edoardo Remelli Pierre Yvernay Pascal Fua 3DV 17 77 0 01 Apr 2021
Adversarial Attacks on Camera-LiDAR Models for 3D Car Detection Mazen Abdelfattah Kaiwen Yuan Z. J. Wang Rabab Ward 3DPC 8 30 0 17 Mar 2021
MPED: Quantifying Point Cloud Distortion based on Multiscale Potential Energy Discrepancy Qi Yang Yujie Zhang Siheng Chen Yiling Xu Jun Sun Zhan Ma 11 42 0 04 Mar 2021
MeInGame: Create a Game Character Face from a Single Portrait Jiangke Lin Yi Yuan Zhengxia Zou CVBM 3DH 29 33 0 04 Feb 2021
Towards Universal Physical Attacks On Cascaded Camera-Lidar 3D Object Detection Models Mazen Abdelfattah Kaiwen Yuan Z. J. Wang Rabab Ward 3DPC 11 30 0 26 Jan 2021
Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times Omer Dahary M. Jacoby A. Bronstein 11 5 0 08 Dec 2020
MVTN: Multi-View Transformation Network for 3D Shape Recognition Abdullah Hamdi Silvio Giancola Bernard Ghanem 3DV 3DPC 34 197 0 26 Nov 2020
Lifting 2D StyleGAN for 3D-Aware Face Generation Yichun Shi Divyansh Aggarwal Anil K. Jain 3DH 34 81 0 26 Nov 2020
LPMNet: Latent Part Modification and Generation for 3D Point Clouds Cihan Ongun A. Temi̇zel 3DPC 13 10 0 08 Aug 2020
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 177 1,386 0 01 Feb 2018
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 166 1,940 0 24 Oct 2016