Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 617 papers shown

Title
Multi-view Image-based Hand Geometry Refinement using Differentiable Monte Carlo Ray Tracing Giorgos Karvounas Nikolaos Kyriazis Iason Oikonomidis Aggeliki Tsoli Antonis A. Argyros 3DH 19 3 0 12 Jul 2021
Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface T. Le K. M. Collins Luke B. Hewitt Kevin Ellis N. Siddharth S. Gershman J. Tenenbaum 122 5 0 04 Jul 2021
Recurrently Estimating Reflective Symmetry Planes from Partial Pointclouds Mihaela C. Stoian Tommaso Cavallari 3DPC 16 0 0 30 Jun 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 21 50 0 21 Jun 2021
Weakly-Supervised Photo-realistic Texture Generation for 3D Face Reconstruction Xiangnan Yin Di Huang Zehua Fu Yunhong Wang Liming Chen 3DH 35 5 0 14 Jun 2021
View Generalization for Single Image Textured 3D Models Anand Bhattad Aysegül Dündar Guilin Liu Andrew Tao Bryan Catanzaro 3DV 29 25 0 10 Jun 2021
To The Point: Correspondence-driven monocular 3D category reconstruction Filippos Kokkinos Iasonas Kokkinos 3DH 3DPC 32 24 0 10 Jun 2021
Visual Sensor Pose Optimisation Using Visibility Models for Smart Cities Eduardo Arnold Sajjad Mozaffari M. Dianati P. Jennings 11 2 0 09 Jun 2021
Simulated Adversarial Testing of Face Recognition Models Nataniel Ruiz Adam Kortylewski Weichao Qiu Cihang Xie Sarah Adel Bargal Alan Yuille Stan Sclaroff AAML CVBM 27 15 0 08 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 21 233 0 07 Jun 2021
Bootstrap Your Own Correspondences Mohamed El Banani Justin Johnson 3DPC SSL 11 33 0 01 Jun 2021
Learning to Stylize Novel Views Hsin-Ping Huang Hung-Yu Tseng Saurabh Saini M. Singh Ming-Hsuan Yang 35 77 0 27 May 2021
Birds of a Feather: Capturing Avian Shape Models from Images Yufu Wang Nikos Kolotouros Kostas Daniilidis M. Badger 3DH 25 25 0 19 May 2021
Collaborative Regression of Expressive Bodies using Moderation Yao Feng Vasileios Choutas Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH DiffM 39 138 0 11 May 2021
LASR: Learning Articulated Shape Reconstruction from a Monocular Video Gengshan Yang Deqing Sun Varun Jampani Daniel Vlasic Forrester Cole Huiwen Chang Deva Ramanan William T. Freeman Ce Liu 3DV 25 115 0 06 May 2021
Physical world assistive signals for deep neural network classifiers -- neither defense nor attack Camilo Pestana Wei Liu D. Glance R. Owens Ajmal Mian AAML 19 0 0 03 May 2021
MongeNet: Efficient Sampler for Geometric Deep Learning Leo Lebrat Rodrigo Santa Cruz Clinton Fookes Olivier Salvado 3DPC 3DGS OT 17 3 0 29 Apr 2021
AutoFlow: Learning a Better Training Set for Optical Flow Deqing Sun Daniel Vlasic Charles Herrmann Varun Jampani Michael Krainin Huiwen Chang Ramin Zabih William T. Freeman Ce Liu 3DPC 37 113 0 29 Apr 2021
3D Adversarial Attacks Beyond Point Cloud Jinlai Zhang Lyujie Chen Binbin Liu Bojun Ouyang Qizhi Xie Jihong Zhu Weiming Li Yanmei Meng 3DPC 27 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 Wood VGen 56 47 0 22 Apr 2021
Learning Transferable 3D Adversarial Cloaks for Deep Trained Detectors Arman Maesumi Mingkang Zhu Yi Wang Tianlong Chen Zhangyang Wang Chandrajit L. Bajaj 30 8 0 22 Apr 2021
Point-Based Modeling of Human Clothing Ilya Zakharkin Kirill Mazur A. Grigoriev Victor Lempitsky 3DH 3DPC 32 42 0 16 Apr 2021
Towards Efficient Graph Convolutional Networks for Point Cloud Handling Yawei Li He Chen Zhaopeng Cui Radu Timofte Marc Pollefeys Gregory Chirikjian Luc Van Gool 3DPC GNN 28 25 0 12 Apr 2021
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 26 487 0 12 Apr 2021
Generative Landmarks D. Ferman Gaurav Bharaj 24 0 0 08 Apr 2021
Appearance-Driven Automatic 3D Model Simplification J. Hasselgren Jacob Munkberg J. Lehtinen M. Aittala S. Laine 48 55 0 08 Apr 2021
DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency Zongxin Yang Xin Yu Yi Yang 18 40 0 08 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
Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches Benoît Guillard Edoardo Remelli Pierre Yvernay Pascal Fua 3DV 21 77 0 01 Apr 2021
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors J. Bechtold Maxim Tatarchenko Volker Fischer Thomas Brox 14 16 0 01 Apr 2021
Efficient and Differentiable Shadow Computation for Inverse Problems Linjie Lyu Marc Habermann Lingjie Liu R. MallikarjunB. A. Tewari Christian Theobalt 11 16 0 01 Apr 2021
Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans Bindita Chaudhuri N. Sarafianos Linda G. Shapiro Tony Tung 3DH 25 27 0 31 Mar 2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild Philipp Henzler Jeremy Reizenstein Patrick Labatut Roman Shapovalov Tobias Ritschel Andrea Vedaldi David Novotny 3DPC 3DV 24 75 0 30 Mar 2021
Learning monocular 3D reconstruction of articulated categories from motion Filippos Kokkinos Iasonas Kokkinos 3DH 16 23 0 30 Mar 2021
Unified Shape and SVBRDF Recovery using Differentiable Monte Carlo Rendering Fujun Luan Shuang Zhao Kavita Bala Zhao Dong 3DV 32 107 0 28 Mar 2021
Tangent Space Backpropagation for 3D Transformation Groups Zachary Teed Jia Deng 22 51 0 22 Mar 2021
MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans Sinisa Stekovic Mahdi Rad Friedrich Fraundorfer Vincent Lepetit 3DPC 3DV 30 37 0 20 Mar 2021
Adversarial Attacks on Camera-LiDAR Models for 3D Car Detection Mazen Abdelfattah Kaiwen Yuan Z. J. Wang Rabab Ward 3DPC 16 30 0 17 Mar 2021
Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking X. Ju D. Murnane P. Calafiura Nicholas Choma S. Conlon ... Aditi Chauhan A. Schuy Shih-Chieh Hsu A. Ballow A. Lazar 21 62 0 11 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 16 42 0 04 Mar 2021
UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering Mohamed El Banani Luya Gao Justin Johnson 3DPC 31 59 0 23 Feb 2021
Improved Point Transformation Methods For Self-Supervised Depth Prediction Ziwen Chen Zixuan Guo Jerod J. Weinman MDE 3DPC 31 0 0 18 Feb 2021
DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates Minghua Liu Minhyuk Sung R. Měch Hao Su 3DH 51 35 0 18 Feb 2021
Capturing Detailed Deformations of Moving Human Bodies He Chen Hyojoon Park Kutay Macit L. Kavan 3DH 31 21 0 15 Feb 2021
Generative Models as Distributions of Functions Emilien Dupont Yee Whye Teh Arnaud Doucet 22 103 0 09 Feb 2021
Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering Karthik Shetty A. Birkhold Norbert Strobel Bernhard Egger Srikrishna Jaganathan M. Kowarschik Andreas Maier MedIm 9 3 0 04 Feb 2021
MeInGame: Create a Game Character Face from a Single Portrait Jiangke Lin Yi Yuan Zhengxia Zou CVBM 3DH 42 33 0 04 Feb 2021
NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation Angtian Wang Adam Kortylewski Alan Yuille 3DH 13 47 0 29 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
Towards Universal Physical Attacks On Cascaded Camera-Lidar 3D Object Detection Models Mazen Abdelfattah Kaiwen Yuan Z. J. Wang Rabab Ward 3DPC 18 31 0 26 Jan 2021