Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 618 papers shown

Title
Humans as Light Bulbs: 3D Human Reconstruction from Thermal Reflection Ruoshi Liu Carl Vondrick 3DH 45 13 0 02 May 2023
CARLA-BSP: a simulated dataset with pedestrians Maciej Wielgosz Antonio M. López Muhammad Naveed Riaz 31 1 0 29 Apr 2023
NoiseTrans: Point Cloud Denoising with Transformers Guangzhe Hou G. Qin Minghui Sun Yanhua Liang Jie Yan Zhonghan Zhang 3DPC ViT 25 2 0 24 Apr 2023
KBody: Towards general, robust, and aligned monocular whole-body estimation N. Zioulis J. F. O'Brien 3DH 26 5 0 23 Apr 2023
A geometry-aware deep network for depth estimation in monocular endoscopy Yongming Yang Shuwei Shao Tao Yang P. Wang Zhuo Yang Cheng Wu Hao Liu MDE 29 20 0 20 Apr 2023
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans Romain Loiseau Elliot Vincent Mathieu Aubry Loic Landrieu 3DPC 13 3 0 19 Apr 2023
ASM: Adaptive Skinning Model for High-Quality 3D Face Modeling Kaibing Yang Hong Shang Tianyang Shi Xinghan Chen Jin Zhou Zhongqian Sun Wei Yang 3DH 26 7 0 19 Apr 2023
Generative modeling of living cells with SO(3)-equivariant implicit neural representations David Wiesner Julian Suk Sven Dummer Tereza Nečasová V. Ulman D. Svoboda J. Wolterink DiffM MedIm 32 17 0 18 Apr 2023
PALF: Pre-Annotation and Camera-LiDAR Late Fusion for the Easy Annotation of Point Clouds Yucheng Zhang Masaki Fukuda Yasunori Ishii Kyoko Ohshima Takayoshi Yamashita 3DPC 38 1 0 13 Apr 2023
Mesh2Tex: Generating Mesh Textures from Image Queries Alexey Bokhovkin Shubham Tulsiani Angela Dai 78 23 0 12 Apr 2023
Neural Lens Modeling Wenqi Xian Aljavz Bovzivc Noah Snavely Christoph Lassner 3DV 37 7 0 10 Apr 2023
GANHead: Towards Generative Animatable Neural Head Avatars Sijing Wu Yichao Yan Yunhao Li Y. Cheng Wenhan Zhu Ke Gao Xiaobo Li Guangtao Zhai 3DH 31 15 0 08 Apr 2023
Beyond NeRF Underwater: Learning Neural Reflectance Fields for True Color Correction of Marine Imagery Tianyi Zhang Matthew Johnson-Roberson 44 24 0 06 Apr 2023
Dynamic Point Fields Sergey Prokudin Qianli Ma Maxime Raafat Julien P. C. Valentin Siyu Tang 3DH AI4CE 45 26 0 05 Apr 2023
IterativePFN: True Iterative Point Cloud Filtering Dasith de Silva Edirimuni Xuequan Lu Zhiwen Shao Gang Li A. Robles-Kelly Ying He 3DPC 40 30 0 04 Apr 2023
Bringing Telepresence to Every Desk Shengze Wang Ziheng Wang Ryan Schmelzle Liujie Zheng Youngjoon Kwon Soumyadip Sengupta Henry Fuchs 3DH 33 0 0 03 Apr 2023
TriVol: Point Cloud Rendering via Triple Volumes T. Hu Xiaogang Xu Ruihang Chu Jiaya Jia 3DPC 35 15 0 29 Mar 2023
Point2Pix: Photo-Realistic Point Cloud Rendering via Neural Radiance Fields T. Hu Xiaogang Xu Shu Liu Jiaya Jia 3DPC 23 17 0 29 Mar 2023
Flow supervision for Deformable NeRF Chaoyang Wang L. MacDonald László A. Jeni Simon Lucey 38 31 0 28 Mar 2023
VMesh: Hybrid Volume-Mesh Representation for Efficient View Synthesis Yuanchen Guo Yan-Pei Cao Chen Wang Yu He Ying Shan Xiaohu Qie Songiie Zhang 3DH 37 27 0 28 Mar 2023
Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition Xiaohu Yang Chang-Shu Liu Longlong Xu Yikai Wang Yinpeng Dong Ning Chen Hang Su Jun Zhu AAML 39 39 0 28 Mar 2023
Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior Junshu Tang Tengfei Wang Bo Zhang Ting Zhang Ran Yi Lizhuang Ma Dong Chen DiffM 192 309 0 24 Mar 2023
OPDMulti: Openable Part Detection for Multiple Objects Xiaohao Sun Hanxiao Jiang Manolis Savva Angel X. Chang AI4CE 35 16 0 24 Mar 2023
Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh Reconstruction Wenjia Wang Yongtao Ge Haiyi Mei Zhongang Cai Qingping Sun Yanjun Wang Chunhua Shen Lei Yang Taku Komura 37 33 0 24 Mar 2023
SAOR: Single-View Articulated Object Reconstruction Mehmet Aygun Oisin Mac Aodha 34 7 0 23 Mar 2023
Efficient Meshy Neural Fields for Animatable Human Avatars Xiaoke Huang Yiji Cheng Yansong Tang Xiu Li Jie Zhou Jiwen Lu 3DH 26 1 0 23 Mar 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models Jianglong Ye Naiyan Wang Xinyu Wang DiffM 53 41 0 22 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D Structure Colton Stearns Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas J. Guibas 3DPC 26 1 0 21 Mar 2023
NeAT: Learning Neural Implicit Surfaces with Arbitrary Topologies from Multi-view Images Xiaoxu Meng Weikai Chen Bo Yang 3DV 13 31 0 21 Mar 2023
Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models Lukas Höllein Ang Cao Andrew Owens Justin Johnson Matthias Nießner DiffM 38 179 0 21 Mar 2023
Learning a 3D Morphable Face Reflectance Model from Low-cost Data Yuxuan Han Peng Kuang Feng Xu 3DH 40 8 0 21 Mar 2023
Text2Tex: Text-driven Texture Synthesis via Diffusion Models Dave Zhenyu Chen Yawar Siddiqui Hsin-Ying Lee Sergey Tulyakov Matthias Nießner DiffM 29 191 0 20 Mar 2023
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details Zenghao Chai Tianke Zhang Tianyu He Xuejiao Tan T. Baltrušaitis Hsiang-Tao Wu Runnan Li Sheng Zhao Chun Yuan Jiang Bian 3DH 31 19 0 20 Mar 2023
Markerless Motion Capture and Biomechanical Analysis Pipeline R. J. Cotton Allison DeLillo A. Cimorelli Kunal Shah J. D. Peiffer Shawana Anarwala Kayan Abdou T. Karakostas 51 12 0 19 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation Junyoung Seo Wooseok Jang Minseop Kwak Ines Hyeonsu Kim Jaehoon Ko Junho Kim Jin-Hwa Kim Jiyoung Lee Seung Wook Kim DiffM 46 136 0 14 Mar 2023
Frequency-Modulated Point Cloud Rendering with Easy Editing Yi Zhang Xiaoyang Huang Bingbing Ni Teng Li Wenjun Zhang 41 13 0 14 Mar 2023
GECCO: Geometrically-Conditioned Point Diffusion Models M. Tyszkiewicz Pascal Fua Eduard Trulls DiffM 26 21 0 10 Mar 2023
Optimization-Based Eye Tracking using Deflectometric Information Tianfu Wang Jiazhang Wang O. Cossairt F. Willomitzer 3DH 28 5 0 09 Mar 2023
MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision Antoine Guédon Tom Monnier P. Monasse Vincent Lepetit SSL 3DPC 39 6 0 06 Mar 2023
Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement Jiaxiang Tang Hang Zhou Xiaokang Chen Tianshu Hu Errui Ding Jingdong Wang Gang Zeng 41 115 0 03 Mar 2023
READ Avatars: Realistic Emotion-controllable Audio Driven Avatars Jack D. Saunders Vinay P. Namboodiri VGen 23 11 0 01 Mar 2023
Sketch2Cloth: Sketch-based 3D Garment Generation with Unsigned Distance Fields Yi He Haoran Xie Kazunori Miyata 3DH 29 4 0 01 Mar 2023
Markerless Camera-to-Robot Pose Estimation via Self-supervised Sim-to-Real Transfer Jingpei Lu Florian Richter Michael C. Yip 21 21 0 28 Feb 2023
Image-based Pose Estimation and Shape Reconstruction for Robot Manipulators and Soft, Continuum Robots via Differentiable Rendering Jingpei Lu Fei Liu C. Girerd Michael C. Yip 22 19 0 27 Feb 2023
$PC^2$ : Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction Luke Melas-Kyriazi Christian Rupprecht Andrea Vedaldi DiffM 56 80 0 21 Feb 2023
Boosted ab initio Cryo-EM 3D Reconstruction with ACE-EM Lin Yao Ruihan Xu Zhifeng Gao Guolin Ke Yuhang Wang 28 2 0 13 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 31 46 0 10 Feb 2023
Nerfstudio: A Modular Framework for Neural Radiance Field Development Matthew Tancik Ethan Weber Evonne Ng Ruilong Li Brent Yi ... Jake Austin Kamyar Salahi Abhik Ahuja David McAllister Angjoo Kanazawa 81 610 0 08 Feb 2023
Using Intermediate Forward Iterates for Intermediate Generator Optimization Harshit Mishra Jurijs Nazarovs Manmohan Dogra Sathya Ravi DiffM 27 0 0 05 Feb 2023
SceneScape: Text-Driven Consistent Scene Generation Rafail Fridman Amit Abecasis Yoni Kasten Tali Dekel VGen 58 111 0 02 Feb 2023