Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 194 papers shown

Title
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics Lukas Bode Michael Weinmann Reinhard Klein University of Bonn 3DPC 22 8 0 24 Oct 2022
FIND: An Unsupervised Implicit 3D Model of Articulated Human Feet Oliver Boyne James Charles R. Cipolla 3DH 27 4 0 21 Oct 2022
Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha Mask Gaétan Landreau M. Tamaazousti 19 0 0 17 Oct 2022
Capturing and Animation of Body and Clothing from Monocular Video Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 80 89 0 04 Oct 2022
Category-Level Global Camera Pose Estimation with Multi-Hypothesis Point Cloud Correspondences Jun-Jee Chao Selim Engin Nicolai Häni Volkan Isler 3DH 3DPC 25 2 0 28 Sep 2022
Controllable Face Manipulation and UV Map Generation by Self-supervised Learning Yuanming Li Jeong-gi Kwak D. Han Hanseok Ko CVBM 3DH 19 0 0 24 Sep 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 28 3 0 21 Sep 2022
Joint Reconstruction and Parcellation of Cortical Surfaces Anne-Marie Rickmann Fabian Bongratz Sebastian Polsterl Ignacio Sarasua Christian Wachinger 3DV 21 1 0 19 Sep 2022
Articulated 3D Human-Object Interactions from RGB Videos: An Empirical Analysis of Approaches and Challenges Sanjay Haresh Xiaohao Sun Hanxiao Jiang Angel X. Chang Manolis Savva 32 10 0 12 Sep 2022
Neural Mesh-Based Graphics Shubhendu Jena Franck Multon A. Boukhayma 27 11 0 10 Aug 2022
Learning Object Manipulation Skills from Video via Approximate Differentiable Physics Vladimir Petrik M. N. Qureshi Josef Sivic Makarand Tapaswi 26 9 0 03 Aug 2022
Initialization and Alignment for Adversarial Texture Optimization Xiaoming Zhao Zhizhen Zhao A. Schwing 15 2 0 28 Jul 2022
Accurate Ground-Truth Depth Image Generation via Overfit Training of Point Cloud Registration using Local Frame Sets Ji-Woo Kim Minchang Kim Y. Shin Minyoung Chung 3DPC 22 1 0 14 Jul 2022
MCTS with Refinement for Proposals Selection Games in Scene Understanding Sinisa Stekovic Mahdi Rad Alireza Moradi Friedrich Fraundorfer Vincent Lepetit 3DPC 19 7 0 07 Jul 2022
NARRATE: A Normal Assisted Free-View Portrait Stylizer Youjia Wang Teng Xu Yiwen Wu Minzhang Li Wenzheng Chen Lan Xu Jingyi Yu DiffM 3DH 13 4 0 03 Jul 2022
Realistic One-shot Mesh-based Head Avatars Taras Khakhulin V. Sklyarova Victor Lempitsky Egor Zakharov 3DH 24 97 0 16 Jun 2022
Learning 3D Object Shape and Layout without 3D Supervision Georgia Gkioxari Nikhila Ravi Justin Johnson SSL 17 20 0 14 Jun 2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction Leo Lebrat Rodrigo Santa Cruz Frédéric de Gournay Darren Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 3DH 17 5 0 06 Jun 2022
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction Qiaojun Feng Yebin Liu Yu-Kun Lai Jingyu Yang Kun Li 3DH 23 36 0 05 Jun 2022
VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis Angtian Wang Peng Wang Jian-jun Sun Adam Kortylewski Alan Yuille 29 23 0 30 May 2022
Multiview Textured Mesh Recovery by Differentiable Rendering Lixiang Lin Jianke Zhu Yisu Zhang 3DH 3DV 23 16 0 25 May 2022
Transferable Physical Attack against Object Detection with Separable Attention Yu Zhang Z. Gong Yichuang Zhang Yongqiang Li Kangcheng Bin Jiahao Qi Wei Xue Ping Zhong AAML 24 5 0 19 May 2022
BodyMap: Learning Full-Body Dense Correspondence Map A. Ianina N. Sarafianos Yuanlu Xu Ignacio Rocco Tony Tung 3DH 22 14 0 18 May 2022
A Simple Method to Boost Human Pose Estimation Accuracy by Correcting the Joint Regressor for the Human3.6m Dataset Eric Hedlin Helge Rhodin K. M. Yi 3DH 23 5 0 29 Apr 2022
EMOCA: Emotion Driven Monocular Face Capture and Animation Radek Daněček Michael J. Black Timo Bolkart CVBM 3DH 10 197 0 24 Apr 2022
TerrainMesh: Metric-Semantic Terrain Reconstruction from Aerial Images Using Joint 2D-3D Learning Qiaojun Feng Nikolay A. Atanasov 3DV 13 0 0 23 Apr 2022
Learning Dynamic View Synthesis With Few RGBD Cameras Shengze Wang Y. Kwon Yuan-Chung Shen Q. Zhang A. State Jia-Bin Huang Henry Fuchs 19 2 0 22 Apr 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 17 16 0 21 Apr 2022
Dynamic Point Cloud Denoising via Gradient Fields Q. Hu Wei Hu 3DPC DiffM 8 2 0 19 Apr 2022
End-to-end Weakly-supervised Single-stage Multiple 3D Hand Mesh Reconstruction from a Single RGB Image Jinwei Ren Jianke Zhu Jialiang Zhang 3DH 37 8 0 18 Apr 2022
Towards Metrical Reconstruction of Human Faces Wojciech Zielonka Timo Bolkart Justus Thies CVBM 3DH 17 143 0 13 Apr 2022
Synthesizing Adversarial Visual Scenarios for Model-Based Robotic Control Shubhankar Agarwal Sandeep P. Chinchali AAML 27 4 0 13 Apr 2022
SunStage: Portrait Reconstruction and Relighting using the Sun as a Light Stage Yifan Wang Aleksander Holynski Xiuming Zhang X. Zhang 3DH 14 24 0 07 Apr 2022
3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery Bin Li Ruofeng Wei Jiaqi Xu Bo Lu C. Yee Chi-Fai Ng Pheng-Ann Heng Qi Dou Yunhui Liu 14 12 0 07 Apr 2022
DiffCloud: Real-to-Sim from Point Clouds with Differentiable Simulation and Rendering of Deformable Objects Priya Sundaresan Rika Antonova Jeannette Bohg 3DPC 37 34 0 07 Apr 2022
LISA: Learning Implicit Shape and Appearance of Hands Enric Corona Tomás Hodan Minh Vo Francesc Moreno-Noguer Chris Sweeney Richard A. Newcombe Lingni Ma 3DH CVBM 22 69 0 04 Apr 2022
Differentiable Rendering for Synthetic Aperture Radar Imagery Michael Wilmanski Jonathan I. Tamir 8 5 0 04 Apr 2022
Understanding 3D Object Articulation in Internet Videos Shengyi Qian Linyi Jin C. Rockwell Siyi Chen David Fouhey 25 28 0 30 Mar 2022
BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information Nadine Rueegg Silvia Zuffi Konrad Schindler Michael J. Black 6 40 0 29 Mar 2022
Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera Jae Shin Yoon Duygu Ceylan Tuanfeng Y. Wang Jingwan Lu Jimei Yang Zhixin Shu Hyunjung Park 3DH 35 14 0 24 Mar 2022
Fine Detailed Texture Learning for 3D Meshes with Generative Models Aysegül Dündar Jun Gao Andrew Tao Bryan Catanzaro 3DV 3DH 26 19 0 17 Mar 2022
Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input Junyoung Byun Seungju Cho Myung-Joon Kwon Heeseon Kim Changick Kim AAML DiffM 19 67 0 17 Mar 2022
Controllable Evaluation and Generation of Physical Adversarial Patch on Face Recognition X. Yang Yinpeng Dong Tianyu Pang Zihao Xiao Hang Su Junyi Zhu CVBM AAML 31 11 0 09 Mar 2022
Towards Self-Supervised Category-Level Object Pose and Size Estimation Yisheng He Haoqiang Fan Haibin Huang Qifeng Chen Jian-jun Sun 11 17 0 06 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 19 19 0 02 Mar 2022
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search Yongdong Huang Yuanzhan Li Xulong Cao Siyu Zhang Shen Cai Ting Lu Jie Wang Yuqiao Liu 3DV 14 1 0 27 Feb 2022
Multi-view Gradient Consistency for SVBRDF Estimation of Complex Scenes under Natural Illumination Alen Joy Charalambos (Charis) Poullis 3DV 21 4 0 25 Feb 2022
OmniSyn: Synthesizing 360 Videos with Wide-baseline Panoramas David Li Yinda Zhang Christian Häne Danhang Tang Amitabh Varshney Ruofei Du MDE 6 6 0 17 Feb 2022
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs Qiang Ma Liu Li E. C. Robinson Bernhard Kainz Daniel Rueckert A. Alansary MedIm 14 30 0 16 Feb 2022
Unsupervised Severely Deformed Mesh Reconstruction (DMR) from a Single-View Image J. Mei Jingxiang Yu S. Romain Craig S. Rose Kelsey Magrane Graeme LeeSon Jenq-Neng Hwang 11 4 0 23 Jan 2022