Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 194 papers shown

Title
VIN-NBV: A View Introspection Network for Next-Best-View Selection for Resource-Efficient 3D Reconstruction Noah Frahm Dongxu Zhao Andrea Dunn Beltran Ron Alterovitz Jan-Michael Frahm Junier Oliva Roni Sengupta 113 0 0 09 May 2025
Crafting Physical Adversarial Examples by Combining Differentiable and Physically Based Renders Yuqiu Liu Huanqian Yan Xiaopei Zhu Xiaolin Hu L. Tang Hang Su Chen Lv 29 0 0 07 May 2025
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation Lu Ling C. Lin Tsung-Yi Lin Yifan Ding Y. Zeng Yichen Sheng Yunhao Ge Ming-Yu Liu Aniket Bera Zhaoshuo Li VGen 3DV 56 0 0 05 May 2025
SEGA: Drivable 3D Gaussian Head Avatar from a Single Image Chen Guo Zhuo Su Jian Wang Shuang Li Xu Chang Zhaohu Li Yang Zhao Guidong Wang Ruqi Huang 3DGS 90 0 0 19 Apr 2025
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene Understanding Yuchen Rao Stefan Ainetter Sinisa Stekovic Vincent Lepetit Friedrich Fraundorfer 3DPC 3DV 142 0 0 18 Apr 2025
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos Zetong Zhang Manuel Kaufmann Lixin Xue Jie Song Martin R. Oswald 3DH 64 0 0 17 Apr 2025
VoteFlow: Enforcing Local Rigidity in Self-Supervised Scene Flow Yancong Lin Shiming Wang Liangliang Nan Julian F. P. Kooij Holger Caesar 3DPC 108 1 0 28 Mar 2025
Locally Orderless Images for Optimization in Differentiable Rendering Ishit Mehta Manmohan Chandraker Ravi Ramamoorthi 29 0 0 27 Mar 2025
DeepUKF-VIN: Adaptively-tuned Deep Unscented Kalman Filter for 3D Visual-Inertial Navigation based on IMU-Vision-Net Khashayar Ghanizadegan Hashim A. Hashim 61 0 0 13 Mar 2025
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives Jiaxin Li Hongxing Wang Jiawei Tan Zhilong Ou Junsong Yuan 3DPC 40 0 0 10 Mar 2025
Morpheus: Text-Driven 3D Gaussian Splat Shape and Color Stylization Jamie Wynn Z. Qureshi Jakub Powierza Jamie Watson Mohamed Sayed 3DGS DiffM 71 0 0 03 Mar 2025
Noise2Score3D:Unsupervised Tweedie's Approach for Point Cloud Denoising Xiangbin Wei 101 0 0 24 Feb 2025
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 55 7 0 24 Feb 2025
View-Invariant Policy Learning via Zero-Shot Novel View Synthesis Stephen Tian Blake Wulfe Kyle Sargent Katherine Liu Sergey Zakharov Vitor Campagnolo Guizilini Jiajun Wu 73 10 0 21 Feb 2025
$IM360: Textured Mesh Reconstruction for Large-scale Indoor Mapping with 360$^\circ$ Cameras$ IM360: Textured Mesh Reconstruction for Large-scale Indoor Mapping with 360 $^\circ$ Cameras Dongki Jung Jaehoon Choi Yonghan Lee Dinesh Manocha 47 0 0 20 Feb 2025
Bilevel Learning for Bilevel Planning Bowen Li Tom Silver Sebastian A. Scherer Alexander G. Gray 66 1 0 12 Feb 2025
Make-A-Texture: Fast Shape-Aware Texture Generation in 3 Seconds Xiaoyu Xiang Liat Sless Gorelik Yuchen Fan Omri Armstrong Forrest N. Iandola Yilei Li Ita Lifshitz Rakesh Ranjan 3DGS DiffM 104 2 0 28 Jan 2025
MEt3R: Measuring Multi-View Consistency in Generated Images Mohammad Asim Christopher Wewer Thomas Wimmer Bernt Schiele J. E. Lenssen EGVM 3DGS VGen 46 7 0 10 Jan 2025
UV-Attack: Physical-World Adversarial Attacks for Person Detection via Dynamic-NeRF-based UV Mapping Yanjie Li Wenxuan Zhang K. Liang Bin Xiao AAML 61 1 0 10 Jan 2025
Human Grasp Generation for Rigid and Deformable Objects with Decomposed VQ-VAE Mengshi Qi Zhe Zhao Huadong Ma 40 1 0 08 Jan 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 49 11 0 03 Jan 2025
Geometry Field Splatting with Gaussian Surfels Kaiwen Jiang Venkataram Sivaram Cheng Peng R. Ramamoorthi 79 1 0 26 Nov 2024
RoboPEPP: Vision-Based Robot Pose and Joint Angle Estimation through Embedding Predictive Pre-Training Raktim Gautam Goswami P. Krishnamurthy Yann LeCun Farshad Khorrami 90 1 0 26 Nov 2024
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View Zhaorong Wang Yoshihiro Kanamori Yuki Endo 3DH 25 1 0 16 Oct 2024
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians Shuyi Jiang QiHao Zhao Hossein Rahmani De Wen Soh J. Liu Na Zhao 3DGS 126 0 0 02 Oct 2024
A Latent Implicit 3D Shape Model for Multiple Levels of Detail Benoît Guillard Marc Habermann Christian Theobalt Pascal Fua 3DV 43 1 0 10 Sep 2024
Fast Point Cloud Geometry Compression with Context-based Residual Coding and INR-based Refinement Hao Xu Xi Zhang Xiaolin Wu 3DPC 19 1 0 06 Aug 2024
S2TD-Face: Reconstruct a Detailed 3D Face with Controllable Texture from a Single Sketch Zidu Wang Xiangyu Zhu Jiang Yu Hoyoung Kim Zhen Lei 3DH 29 1 0 02 Aug 2024
Asynchronous Feedback Network for Perceptual Point Cloud Quality Assessment Yujie Zhang Qi Yang Ziyu Shan Yiling Xu 3DPC 28 0 0 13 Jul 2024
DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image Qingxuan Wu Zhiyang Dou Sirui Xu Soshi Shimada Chen Wang ... Taku Komura Vladislav Golyanik Christian Theobalt Wenping Wang Lingjie Liu CVBM 3DH 66 4 0 26 Jun 2024
NeRF-Feat: 6D Object Pose Estimation using Feature Rendering Shishir Reddy Vutukur Heike Brock Benjamin Busam Tolga Birdal Andreas Hutter Slobodan Ilic 29 5 0 19 Jun 2024
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models Tianfu Wang Anton Obukhov Konrad Schindler DiffM 21 1 0 17 Jun 2024
FaceGPT: Self-supervised Learning to Chat about 3D Human Faces Haoran Wang Mohit Mendiratta Christian Theobalt Adam Kortylewski 3DH CVBM 31 3 0 11 Jun 2024
SceneFactory: A Workflow-centric and Unified Framework for Incremental Scene Modeling Yijun Yuan M. Bleier Andreas Nüchter 53 0 0 13 May 2024
Inverse Neural Rendering for Explainable Multi-Object Tracking Julian Ost Tanushree Banerjee Mario Bijelic Felix Heide 32 0 0 18 Apr 2024
PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction Sinisa Stekovic Stefan Ainetter Mattia DÚrso Friedrich Fraundorfer Vincent Lepetit 34 0 0 16 Apr 2024
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion Jaidev Shriram Alex Trevithick Lingjie Liu Ravi Ramamoorthi DiffM 3DGS 73 55 0 10 Apr 2024
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset Alexander Khazatsky Karl Pertsch Suraj Nair Ashwin Balakrishna Sudeep Dasari ... Thomas Kollar Sergey Levine Chelsea Finn Sergey Levine Chelsea Finn 41 176 0 19 Mar 2024
TaylorGrid: Towards Fast and High-Quality Implicit Field Learning via Direct Taylor-based Grid Optimization Renyi Mao Qingshan Xu Peng Zheng Ye Wang Tieru Wu Rui Ma 33 0 0 22 Feb 2024
Leveraging Positional Encoding for Robust Multi-Reference-Based Object 6D Pose Estimation Jaewoo Park Jaeguk Kim Nam Ik Cho 24 1 0 29 Jan 2024
AniDress: Animatable Loose-Dressed Avatar from Sparse Views Using Garment Rigging Model Beijia Chen Yuefan Shen Qing Shuai Xiaowei Zhou Kun Zhou Youyi Zheng 3DH 42 2 0 27 Jan 2024
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search Guangyu Meng Ruyu Zhou Liu Liu Peixian Liang Fang Liu D. Z. Chen M. Niemier X.Sharon Hu 20 0 0 14 Jan 2024
Get a Grip: Reconstructing Hand-Object Stable Grasps in Egocentric Videos Zhifan Zhu Dima Damen 19 7 0 25 Dec 2023
HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs Artem Sevastopolsky Philip-William Grassal Simon Giebenhain ShahRukh Athar Luisa Verdoliva Matthias Niessner 3DH 50 4 0 21 Dec 2023
I'M HOI: Inertia-aware Monocular Capture of 3D Human-Object Interactions Chengfeng Zhao Juze Zhang Jiashen Du Ziwei Shan Junye Wang Jingyi Yu Jingya Wang Lan Xu 21 18 0 10 Dec 2023
FitDiff: Robust monocular 3D facial shape and reflectance estimation using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou S. Zafeiriou 19 2 0 07 Dec 2023
Automated Multimodal Data Annotation via Calibration With Indoor Positioning System Ryan Rubel Andrew Dudash Mohammad Goli James O'Hara Karl Wunderlich 8 0 0 06 Dec 2023
DISTWAR: Fast Differentiable Rendering on Raster-based Rendering Pipelines Sankeerth Durvasula Adrian Zhao Fan Chen Ruofan Liang Pawan Kumar Sanjaya Nandita Vijaykumar 3DGS 24 19 0 01 Dec 2023
Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features Thomas Wimmer Peter Wonka M. Ovsjanikov 28 9 0 29 Nov 2023
HUGS: Human Gaussian Splats Muhammed Kocabas Jen-Hao Rick Chang J. Gabriel Oncel Tuzel Anurag Ranjan 3DGS 32 91 0 29 Nov 2023