Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 618 papers shown

Title
SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors Dave Zhenyu Chen Haoxuan Li Hsin-Ying Lee Sergey Tulyakov Matthias Nießner DiffM 32 28 0 28 Nov 2023
Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features Niladri Shekhar Dutt Sanjeev Muralikrishnan Niloy J. Mitra 29 20 0 28 Nov 2023
Augmenting x-ray single particle imaging reconstruction with self-supervised machine learning Zhantao Chen Cong Wang Mingye Gao Chun Hong Yoon Jana Thayer Joshua J. Turner 43 0 0 28 Nov 2023
GeoScaler: Geometry and Rendering-Aware Downsampling of 3D Mesh Textures Sai Karthikey Pentapati Anshul Rai Arkady Ten Chaitanya Atluru Alan Bovik 24 2 0 28 Nov 2023
Animatable and Relightable Gaussians for High-fidelity Human Avatar Modeling Zhe Li Yipengjing Sun Zerong Zheng Lizhen Wang Shengping Zhang Yebin Liu 3DGS 30 20 0 27 Nov 2023
EucliDreamer: Fast and High-Quality Texturing for 3D Models with Stable Diffusion Depth Cindy X. Le Congrui Hetang Chendi Lin Ang Cao Yihui He 49 7 0 27 Nov 2023
Wired Perspectives: Multi-View Wire Art Embraces Generative AI Zhiyu Qu Lan Yang Honggang Zhang Tao Xiang Kaiyue Pang Yi-Zhe Song AI4CE 44 11 0 26 Nov 2023
D-SCo: Dual-Stream Conditional Diffusion for Monocular Hand-Held Object Reconstruction Bowen Fu Gu Wang Chenyangguang Zhang Yan Di Ziqin Huang Zhiying Leng Fabian Manhardt Xiangyang Ji F. Tombari 35 2 0 23 Nov 2023
Two-stage Synthetic Supervising and Multi-view Consistency Self-supervising based Animal 3D Reconstruction by Single Image Zijian Kuang Lihang Ying Shi Jin Li Cheng 33 0 0 22 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 45 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 35 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 51 7 0 21 Nov 2023
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering Antoine Guédon Vincent Lepetit 3DGS 22 340 0 21 Nov 2023
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Autoencoder Zhimin Chen Yingwei Li Longlong Jing Liang Yang Bing Li 3DPC 33 9 0 17 Nov 2023
LocaliseBot: Multi-view 3D object localisation with differentiable rendering for robot grasping Sujal Vijayaraghavan Redwan Alqasemi R. Dubey Sudeep Sarkar 3DPC 22 0 0 14 Nov 2023
Probable Object Location (POLo) Score Estimation for Efficient Object Goal Navigation Jiaming Wang Harold Soh 32 0 0 14 Nov 2023
CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer Haoyu Ma Tong Zhang Shanlin Sun Xiangyi Yan Kun Han Xiaohui Xie 34 5 0 11 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 48 24 0 02 Nov 2023
LinFlo-Net: A two-stage deep learning method to generate simulation ready meshes of the heart Arjun Narayanan Fanwei Kong S. Shadden MedIm AI4CE 3DH 29 1 0 30 Oct 2023
A Perceptual Shape Loss for Monocular 3D Face Reconstruction Christopher Otto Prashanth Chandran Gaspard Zoss Markus Gross Paulo F. U. Gotardo Derek Bradley 3DH CVBM 38 6 0 30 Oct 2023
FOUND: Foot Optimization with Uncertain Normals for Surface Deformation Using Synthetic Data Oliver Boyne Gwangbin Bae James Charles Roberto Cipolla 3DH 22 1 0 27 Oct 2023
High-Quality 3D Face Reconstruction with Affine Convolutional Networks Zhi-Fu Lin Jiangke Lin Lincheng Li Yi Yuan Zhengxia Zou DiffM 44 8 0 22 Oct 2023
FSD: Fast Self-Supervised Single RGB-D to Categorical 3D Objects Mayank Lunayach Sergey Zakharov Dian Chen Rares Ambrus Z. Kira Muhammad Zubair Irshad 3DPC 35 13 0 19 Oct 2023
4K4D: Real-Time 4D View Synthesis at 4K Resolution Zhen Xu Sida Peng Haotong Lin Guangzhao He Jiaming Sun Yujun Shen Hujun Bao Xiaowei Zhou 31 55 0 17 Oct 2023
Sparse Multi-Object Render-and-Compare Florian Langer Ignas Budvytis Roberto Cipolla 3DPC 25 2 0 17 Oct 2023
Pseudo-Generalized Dynamic View Synthesis from a Video Xiaoming Zhao Alex Colburn Fangchang Ma Miguel Angel Bautista J. Susskind Alex Schwing 56 11 0 12 Oct 2023
STOPNet: Multiview-based 6-DoF Suction Detection for Transparent Objects on Production Lines Yuxuan Kuang Qin Han Danshi Li Qiyu Dai Lian Ding Dong Sun Hanlin Zhao He Wang 3DPC 16 1 0 09 Oct 2023
GETAvatar: Generative Textured Meshes for Animatable Human Avatars Xuanmeng Zhang Jianfeng Zhang Rohan Chacko Hongyi Xu Guoxian Song Yi Yang Jiashi Feng 40 16 0 04 Oct 2023
Diff-DOPE: Differentiable Deep Object Pose Estimation Jonathan Tremblay Bowen Wen Valts Blukis Balakumar Sundaralingam Stephen Tyree Stan Birchfield 31 7 0 30 Sep 2023
HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field C. Carrino Lizhen Wang Jingxiang Sun Hongwen Zhang José A. R. Fonollosa Yebin Liu 3DH 21 34 0 29 Sep 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 38 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 26 1 0 27 Sep 2023
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild Shashank Tripathi Agniv Chatterjee Jean-Claude Passy Hongwei Yi Dimitrios Tzionas Michael J. Black 3DH 33 21 0 26 Sep 2023
Breathing New Life into 3D Assets with Generative Repainting Tianfu Wang Menelaos Kanakis Konrad Schindler Luc Van Gool Anton Obukhov AI4CE 26 13 0 15 Sep 2023
A Generative Framework for Self-Supervised Facial Representation Learning Ruian He Zhen Xing Weimin Tan Bo Yan DiffM 26 0 0 15 Sep 2023
HOC-Search: Efficient CAD Model and Pose Retrieval from RGB-D Scans Stefan Ainetter Sinisa Stekovic Friedrich Fraundorfer Vincent Lepetit 3DPC 29 2 0 12 Sep 2023
GA-Sketching: Shape Modeling from Multi-View Sketching with Geometry-Aligned Deep Implicit Functions Jie Zhou Zhongjin Luo Qian Yu Xiaoguang Han Hongbo Fu 3DV 30 7 0 12 Sep 2023
Multi3DRefer: Grounding Text Description to Multiple 3D Objects Yiming Zhang ZeMing Gong Angel X. Chang 58 65 0 11 Sep 2023
Towards Viewpoint Robustness in Bird's Eye View Segmentation Tzofi Klinghoffer Jonah Philion Wenzheng Chen Or Litany Zan Gojcic Jungseock Joo Ramesh Raskar Sanja Fidler Jose M. Alvarez 197 11 0 11 Sep 2023
DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields Junzhe Zhang Yushi Lan Shuai Yang Fangzhou Hong Quan Wang C. Yeo Ziwei Liu Chen Change Loy 3DH AI4CE 43 12 0 08 Sep 2023
3D Object Positioning Using Differentiable Multimodal Learning Sean Zanyk-McLean Krishna Kumar Paul Navratil 3DPC 13 0 0 06 Sep 2023
Sparse 3D Reconstruction via Object-Centric Ray Sampling L. Cerkezi Paolo Favaro 36 4 0 06 Sep 2023
Iterative Superquadric Recomposition of 3D Objects from Multiple Views Stephan Alaniz Massimiliano Mancini Zeynep Akata 35 7 0 05 Sep 2023
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision Jianning Li Zongwei Zhou Jiancheng Yang Antonio Pepe Christina Schwarz-Gsaxner ... B. Puladi Pascal Fua Alan Yuille Jens Kleesiek Jan Egger MedIm 3DH 26 32 0 30 Aug 2023
Flexible Techniques for Differentiable Rendering with 3D Gaussians L. Keselman M. Hebert 3DGS 37 30 0 28 Aug 2023
Calibrating Panoramic Depth Estimation for Practical Localization and Mapping Junho Kim Eungbean Lee Y. Kim MDE 29 1 0 27 Aug 2023
HiFiHR: Enhancing 3D Hand Reconstruction from a Single Image via High-Fidelity Texture Jiayin Zhu Zhuoran Zhao Linlin Yang Angela Yao 3DH 20 2 0 25 Aug 2023
Semantic-Aware Implicit Template Learning via Part Deformation Consistency S. Kim Minseok Joo Jae-Won Lee Juyeon Ko Juhan Cha Hyunwoo J. Kim 38 2 0 23 Aug 2023
Shape-conditioned 3D Molecule Generation via Equivariant Diffusion Models Ziqi Chen B. Peng Srinivas Parthasarathy Xia Ning DiffM 39 11 0 23 Aug 2023
Novel-view Synthesis and Pose Estimation for Hand-Object Interaction from Sparse Views Wentian Qu Zhaopeng Cui Yinda Zhang Chenyu Meng Cuixia Ma Xiaoming Deng Hongan Wang 3DH 27 11 0 22 Aug 2023