Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 618 papers shown

Title
Accurate Gaze Estimation using an Active-gaze Morphable Model Hao Sun Nick E. Pears 3DH 29 0 0 30 Jan 2023
Unsupervised Volumetric Animation Aliaksandr Siarohin Willi Menapace Ivan Skorokhodov Kyle Olszewski Jian Ren Hsin-Ying Lee Menglei Chai Sergey Tulyakov 55 20 0 26 Jan 2023
Multiview Compressive Coding for 3D Reconstruction Chaozheng Wu Justin Johnson Jitendra Malik Christoph Feichtenhofer Georgia Gkioxari 29 71 0 19 Jan 2023
Scene-Aware 3D Multi-Human Motion Capture from a Single Camera D. Luvizon Marc Habermann Vladislav Golyanik Adam Kortylewski Christian Theobalt 3DH HAI 35 18 0 12 Jan 2023
Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments Jiye Lee Hanbyul Joo 44 37 0 09 Jan 2023
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation Qijian Zhang Junhui Hou 3DPC 35 10 0 29 Dec 2022
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DPC 3DV 39 6 0 27 Dec 2022
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program Tiange Luo Honglak Lee Justin Johnson 44 5 0 25 Dec 2022
Automatically Annotating Indoor Images with CAD Models via RGB-D Scans Stefan Ainetter Sinisa Stekovic Friedrich Fraundorfer Vincent Lepetit 3DV 3DPC 14 7 0 22 Dec 2022
HARP: Personalized Hand Reconstruction from a Monocular RGB Video Korrawe Karunratanakul Sergey Prokudin Otmar Hilliges Siyu Tang 3DH 37 25 0 19 Dec 2022
SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images Abdullah Hamdi Guohao Li Matthias Nießner 57 21 0 18 Dec 2022
PointAvatar: Deformable Point-based Head Avatars from Videos Yufeng Zheng Yifan Wang Gordon Wetzstein Michael J. Black Otmar Hilliges 3DH 28 135 0 16 Dec 2022
ECON: Explicit Clothed humans Optimized via Normal integration Yuliang Xiu Jinlong Yang Xu Cao Dimitrios Tzionas Michael J. Black 3DH 55 162 0 14 Dec 2022
ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes Sergey Zakharov Rares Andrei Ambrus Katherine Liu Adrien Gaidon 3DV 24 4 0 12 Dec 2022
Progressive Multi-view Human Mesh Recovery with Self-Supervision Xuan Gong Liangchen Song Meng Zheng Benjamin Planche Terrence Chen Junsong Yuan David Doermann Ziyan Wu 3DH 28 12 0 10 Dec 2022
Multi-View Mesh Reconstruction with Neural Deferred Shading Markus Worchel Rodrigo Diaz Weiwen Hu O. Schreer I. Feldmann Peter Eisert 3DV AI4CE 15 46 0 08 Dec 2022
Self-Supervised Correspondence Estimation via Multiview Registration Mohamed El Banani Ignacio Rocco David Novotny Andrea Vedaldi Natalia Neverova Justin Johnson Benjamin Graham 3DPC 40 9 0 06 Dec 2022
Pixel2ISDF: Implicit Signed Distance Fields based Human Body Model from Multi-view and Multi-pose Images Jianchuan Chen Wentao Yi Tiantian Wang Xing Li Liqian Ma Yangyu Fan Huchuan Lu 3DH 37 3 0 06 Dec 2022
ObjectMatch: Robust Registration using Canonical Object Correspondences Can Gümeli Angela Dai Matthias Nießner 3DPC 40 12 0 05 Dec 2022
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models Minghua Liu Yinhao Zhu H. Cai Shizhong Han Z. Ling Fatih Porikli Hao Su 3DPC 41 70 0 03 Dec 2022
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion Lintai Wu Qijian Zhang Junhui Hou Yong-mei Xu 3DPC 43 7 0 01 Dec 2022
SparsePose: Sparse-View Camera Pose Regression and Refinement Samarth Sinha Jason Y. Zhang Andrea Tagliasacchi Igor Gilitschenski David B. Lindell 33 42 0 29 Nov 2022
Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments Tal Golan Wenxuan Guo Heiko H. Schutt N. Kriegeskorte CVBM 23 4 0 28 Nov 2022
Learning 3D Scene Priors with 2D Supervision Y. Nie Angela Dai Xiaoguang Han Matthias Nießner 3DPC 21 27 0 25 Nov 2022
Generating 2D and 3D Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution Tomer Friedlander Ron Shmelkin Lior Wolf CVBM 14 1 0 25 Nov 2022
UV-Based 3D Hand-Object Reconstruction with Grasp Optimization Ziwei Yu Linlin Yang You Xie Ping Chen Angela Yao 3DH 41 9 0 24 Nov 2022
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models Shengqu Cai E. R. Chan Songyou Peng Mohamad Shahbazi Anton Obukhov Luc Van Gool Gordon Wetzstein DiffM 48 34 0 22 Nov 2022
SegNeRF: 3D Part Segmentation with Neural Radiance Fields Jesus Zarzar Sara Rojas Silvio Giancola Guohao Li 24 12 0 21 Nov 2022
ToolFlowNet: Robotic Manipulation with Tools via Predicting Tool Flow from Point Clouds Daniel Seita Yufei Wang Sarthak J. Shetty Edward Li Zackory M. Erickson David Held 3DPC 32 49 0 16 Nov 2022
Interacting Hand-Object Pose Estimation via Dense Mutual Attention Rong Wang Wei Mao Hongdong Li 3DH 44 17 0 16 Nov 2022
GPA-Net:No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network Ziyu Shan Qi Yang Rui Ye Yujie Zhang Yiling Xu Xiaozhong Xu Shan Liu 3DPC 52 41 0 29 Oct 2022
Boosting Point Clouds Rendering via Radiance Mapping Xiaoyang Huang Yi Zhang Bingbing Ni Teng Li Kaijin Chen Wenjun Zhang 38 12 0 27 Oct 2022
THOR-Net: End-to-end Graformer-based Realistic Two Hands and Object Reconstruction with Self-supervision Ahmed Tawfik Aboukhadra J. Malik Ahmed Elhayek Nadia Robertini D. Stricker 3DH 21 12 0 25 Oct 2022
DeXtreme: Transfer of Agile In-hand Manipulation from Simulation to Reality Ankur Handa Arthur Allshire Viktor Makoviychuk Aleksei Petrenko Ritvik Singh ... Balakumar Sundaralingam Yashraj S. Narang Jean-Francois Lafleche Dieter Fox Gavriel State 40 150 0 25 Oct 2022
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics Lukas Bode Michael Weinmann Reinhard Klein University of Bonn 3DPC 37 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 24 0 0 17 Oct 2022
Self-Supervised 3D Human Pose Estimation in Static Video Via Neural Rendering Luca Schmidtke Benjamin Hou Athanasios Vlontzos Bernhard Kainz 3DH 37 1 0 10 Oct 2022
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence Sung‐Jin Hong Jisu Nam Seokju Cho Susung Hong Sangryul Jeon Dongbo Min Seung Wook Kim 3DV 24 16 0 06 Oct 2022
Capturing and Animation of Body and Clothing from Monocular Video Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 85 90 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 40 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 40 1 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 33 3 0 21 Sep 2022
Cross-modal Learning for Image-Guided Point Cloud Shape Completion Emanuele Aiello D. Valsesia E. Magli 3DPC 54 33 0 20 Sep 2022
Joint Reconstruction and Parcellation of Cortical Surfaces Anne-Marie Rickmann Fabian Bongratz Sebastian Polsterl Ignacio Sarasua Christian Wachinger 3DV 23 1 0 19 Sep 2022
3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling Stathis Galanakis Baris Gecer Alexandros Lattas Stefanos Zafeiriou CVBM 3DH 47 12 0 15 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 51 11 0 12 Sep 2022
Learning A Locally Unified 3D Point Cloud for View Synthesis Meng You Mantang Guo Xianqiang Lyu Hui Liu Junhui Hou 3DPC 31 3 0 12 Sep 2022
Self-supervised Human Mesh Recovery with Cross-Representation Alignment Xuan Gong Meng Zheng Benjamin Planche Srikrishna Karanam Terrence Chen David Doermann Ziyan Wu 3DH 41 10 0 10 Sep 2022
MODNet: Multi-offset Point Cloud Denoising Network Customized for Multi-scale Patches Anyi Huang Qian Xie Zhoutao Wang Dening Lu Mingqiang Wei Jun Wang 3DPC 22 11 0 30 Aug 2022