Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 194 papers shown

Title
NeRFTAP: Enhancing Transferability of Adversarial Patches on Face Recognition using Neural Radiance Fields Xiaoliang Liu Shen Furao Feng Han Jian Zhao Changhai Nie AAML 23 0 0 29 Nov 2023
Boosting3D: High-Fidelity Image-to-3D by Boosting 2D Diffusion Prior to 3D Prior with Progressive Learning Kai Yu Jinlin Liu Mengyang Feng Miaomiao Cui Xuansong Xie 33 6 0 22 Nov 2023
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI Nicolás Gaggion Benjamin A. Matheson Yan Xia Rodrigo Bonazzola Nishant Ravikumar Zeike A. Taylor Diego H. Milone Alejandro F. Frangi Enzo Ferrante 27 3 0 22 Nov 2023
Differentiable Visual Computing for Inverse Problems and Machine Learning Andrew Spielberg Fangcheng Zhong Konstantinos Rematas Krishna Murthy Jatavallabhula Cengiz Öztireli Tzu-Mao Li Derek Nowrouzezahrai 38 7 0 21 Nov 2023
CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation Jingkang Wang S. Manivasagam Yun Chen Ze Yang Ioan Andrei Bârsan A. Yang Wei-Chiu Ma R. Urtasun 3DV 35 24 0 02 Nov 2023
Pseudo-Generalized Dynamic View Synthesis from a Video Xiaoming Zhao Alex Colburn Fangchang Ma Miguel Angel Bautista J. Susskind A. Schwing 43 11 0 12 Oct 2023
Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering Yasasa Abeysirigoonawardena Kevin Xie Chuhan Chen Salar Hosseini Ruiting Chen Ruiqi Wang Florian Shkurti 19 2 0 27 Sep 2023
Tracking Snake-like Robots in the Wild Using Only a Single Camera Jingpei Lu Florian Richter Shan Lin Michael C. Yip 19 1 0 27 Sep 2023
Sparse 3D Reconstruction via Object-Centric Ray Sampling L. Cerkezi Paolo Favaro 30 4 0 06 Sep 2023
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes Soubhik Sanyal Partha Ghosh Jinlong Yang Michael J. Black Justus Thies Timo Bolkart 3DH 28 4 0 21 Aug 2023
Efficient Multi-View Inverse Rendering Using a Hybrid Differentiable Rendering Method Xiangyang Zhu Yiling Pan Bailin Deng Bin Wang 3DV 16 1 0 19 Aug 2023
DTF-Net: Category-Level Pose Estimation and Shape Reconstruction via Deformable Template Field Haowen Wang Zhipeng Fan Zhen Zhao Zhengping Che Zhiyuan Xu Dong Liu Feifei Feng Yakun Huang Xiuquan Qiao Jian Tang 28 7 0 04 Aug 2023
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives Tom Monnier Jake Austin Angjoo Kanazawa Alexei A. Efros Mathieu Aubry VGen 26 16 0 11 Jul 2023
Audio-Driven 3D Facial Animation from In-the-Wild Videos Liying Lu Tianke Zhang Yunfei Liu Xuangeng Chu Yu Li VGen 40 3 0 20 Jun 2023
Emotional Speech-Driven Animation with Content-Emotion Disentanglement Radek Danvevcek Kiran Chhatre Shashank Tripathi Yandong Wen Michael J. Black Timo Bolkart 16 65 0 15 Jun 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie 17 5 0 27 May 2023
Unsupervised Multi-view Pedestrian Detection Mengyin Liu Chao Zhu Shiqi Ren Xu-Cheng Yin 22 6 0 21 May 2023
MVPSNet: Fast Generalizable Multi-view Photometric Stereo Dongxu Zhao Daniel Lichy Pierre-Nicolas Perrin Jan-Michael Frahm Soumyadip Sengupta 3DV 19 15 0 18 May 2023
Understanding 3D Object Interaction from a Single Image Shengyi Qian David Fouhey 26 15 0 16 May 2023
CARLA-BSP: a simulated dataset with pedestrians Maciej Wielgosz Antonio M. López Muhammad Naveed Riaz 10 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 15 2 0 24 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 9 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
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 19 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 18 1 0 13 Apr 2023
Point2Pix: Photo-Realistic Point Cloud Rendering via Neural Radiance Fields T. Hu Xiaogang Xu Shu-Lin Liu Jiaya Jia 3DPC 21 17 0 29 Mar 2023
Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition X. Yang Chang-Shu Liu Longlong Xu Yikai Wang Yinpeng Dong Ning Chen Hang Su Jun Zhu AAML 35 39 0 28 Mar 2023
OPDMulti: Openable Part Detection for Multiple Objects Xiaohao Sun Hanxiao Jiang Manolis Savva Angel X. Chang AI4CE 20 15 0 24 Mar 2023
Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models Lukas Höllein Ang Cao Andrew Owens Justin Johnson Matthias Nießner DiffM 30 177 0 21 Mar 2023
Learning a 3D Morphable Face Reflectance Model from Low-cost Data Yuxuan Han Zhibo Wang Feng Xu 3DH 22 8 0 21 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 35 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 30 135 0 14 Mar 2023
Optimization-Based Eye Tracking using Deflectometric Information Tianfu Wang Jiazhang Wang O. Cossairt F. Willomitzer 3DH 18 5 0 09 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 32 115 0 03 Mar 2023
READ Avatars: Realistic Emotion-controllable Audio Driven Avatars Jack D. Saunders Vinay P. Namboodiri VGen 21 11 0 01 Mar 2023
Boosted ab initio Cryo-EM 3D Reconstruction with ACE-EM Lin Yao Ruihan Xu Zhifeng Gao Guolin Ke Yuhang Wang 21 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 14 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 34 606 0 08 Feb 2023
Using Intermediate Forward Iterates for Intermediate Generator Optimization Harshit Mishra Jurijs Nazarovs Manmohan Dogra Sathya Ravi DiffM 19 0 0 05 Feb 2023
Unsupervised Volumetric Animation Aliaksandr Siarohin Willi Menapace Ivan Skorokhodov Kyle Olszewski Jian Ren Hsin-Ying Lee Menglei Chai Sergey Tulyakov 36 20 0 26 Jan 2023
Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments Jiye Lee Hanbyul Joo 16 37 0 09 Jan 2023
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Bernard Ghanem 3DPC 3DV 26 6 0 27 Dec 2022
HARP: Personalized Hand Reconstruction from a Monocular RGB Video Korrawe Karunratanakul Sergey Prokudin Otmar Hilliges Siyu Tang 3DH 19 25 0 19 Dec 2022
SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images Abdullah Hamdi Bernard Ghanem Matthias Nießner 39 21 0 18 Dec 2022
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion Lintai Wu Qijian Zhang Junhui Hou Yong-mei Xu 3DPC 30 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 21 42 0 29 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 23 33 0 22 Nov 2022
Interacting Hand-Object Pose Estimation via Dense Mutual Attention Rong Wang Wei Mao Hongdong Li 3DH 31 17 0 16 Nov 2022
Boosting Point Clouds Rendering via Radiance Mapping Xiaoyang Huang Yi Zhang Bingbing Ni Teng Li Kaijin Chen Wenjun Zhang 28 12 0 27 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 D. Fox Gavriel State 21 148 0 25 Oct 2022