Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 618 papers shown

Title
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 32 4 0 21 Aug 2023
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation Yi Zhang Pengliang Ji Angtian Wang Jieru Mei Adam Kortylewski Alan Yuille 3DH 31 26 0 19 Aug 2023
Efficient Multi-View Inverse Rendering Using a Hybrid Differentiable Rendering Method Xiangyang Zhu Yiling Pan Bailin Deng Bin Wang 3DV 39 1 0 19 Aug 2023
A Theory of Topological Derivatives for Inverse Rendering of Geometry Ishit Mehta Manmohan Chandraker R. Ramamoorthi 19 5 0 19 Aug 2023
Training with Product Digital Twins for AutoRetail Checkout Yue Yao Xinyu Tian Zhenghang Tang Sujit Biswas Huan Lei Tom Gedeon Liang Zheng 21 2 0 18 Aug 2023
PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration Mingzhi Yuan Kexue Fu Zhihao Li Yucong Meng Manning Wang 3DPC 37 14 0 09 Aug 2023
TRTM: Template-based Reconstruction and Target-oriented Manipulation of Crumpled Cloths Wenbo Wang Gen Li Miguel Zamora Stelian Coros 3DH 27 11 0 09 Aug 2023
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On Daiheng Gao Xu Chen Xindi Zhang Qi Wang Ke Sun Bang Zhang Liefeng Bo Qi-Xing Huang DiffM 35 5 0 08 Aug 2023
Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface Ruiqi Zhang Jie Chen Qiang-qiang Wang 3DH 24 4 0 07 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 41 7 0 04 Aug 2023
Point Clouds Are Specialized Images: A Knowledge Transfer Approach for 3D Understanding Jiachen Kang W. Jia Xiangjian He Kin-Man Lam 3DPC 29 2 0 28 Jul 2023
Creative Birds: Self-Supervised Single-View 3D Style Transfer Renke Wang Guimin Que Shuo Chen Xiang Li Jun Yu Li Jian Yang 3DPC 32 6 0 26 Jul 2023
Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction Shanlin Sun Thanh-Tung Le Chenyu You Hao Tang Kun Han Haoyu Ma Deying Kong Xiangyi Yan Xiaohui Xie 3DV 33 2 0 23 Jul 2023
Urban Radiance Field Representation with Deformable Neural Mesh Primitives Fan Lu Yan Xu Guang-Sheng Chen Hongsheng Li Kwan-Yee Lin Changjun Jiang AI4CE 24 48 0 20 Jul 2023
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives Tom Monnier Jake Austin Angjoo Kanazawa Alexei A. Efros Mathieu Aubry VGen 40 16 0 11 Jul 2023
Objaverse-XL: A Universe of 10M+ 3D Objects Matt Deitke Ruoshi Liu Matthew Wallingford Huong Ngo Oscar Michel ... Carl Vondrick Georgia Gkioxari Kiana Ehsani Ludwig Schmidt Ali Farhadi 31 386 0 11 Jul 2023
Articulated 3D Head Avatar Generation using Text-to-Image Diffusion Models Alexander W. Bergman Wang Yifan Gordon Wetzstein DiffM 40 6 0 10 Jul 2023
AutoDecoding Latent 3D Diffusion Models Evangelos Ntavelis Aliaksandr Siarohin Kyle Olszewski Chao-Yuan Wang Luc Van Gool Sergey Tulyakov DiffM 41 43 0 07 Jul 2023
Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling Zhan Hu Wen-Sheng Chu Xiaopei Zhu Hui Zhang Bo Zhang Xiaolin Hu 24 28 0 04 Jul 2023
MARF: The Medial Atom Ray Field Object Representation Peder Bergebakken Sundt T. Theoharis 31 5 0 30 Jun 2023
SeMLaPS: Real-time Semantic Mapping with Latent Prior Networks and Quasi-Planar Segmentation Jingwen Wang J. Tarrio Lourdes Agapito P. Alcantarilla Alexander Vakhitov 3DPC 29 6 0 28 Jun 2023
Abdominal organ segmentation via deep diffeomorphic mesh deformations Fabian Bongratz Anne-Marie Rickmann Christian Wachinger 28 5 0 27 Jun 2023
RVT: Robotic View Transformer for 3D Object Manipulation Ankit Goyal Jie Xu Yijie Guo Valts Blukis Yu-Wei Chao Dieter Fox LM&Ro 50 121 0 26 Jun 2023
3D-Aware Adversarial Makeup Generation for Facial Privacy Protection Yueming Lyu Yue Jiang Ziwen He Bo Peng Yunfan Liu Jing Dong PICV AAML 33 9 0 26 Jun 2023
Shape-Constraint Recurrent Flow for 6D Object Pose Estimation Yang Hai Rui Song Jiaojiao Li Yinlin Hu 3DPC 21 22 0 23 Jun 2023
Audio-Driven 3D Facial Animation from In-the-Wild Videos Liying Lu Tianke Zhang Yunfei Liu Xuangeng Chu Yu Li VGen 50 3 0 20 Jun 2023
RoMe: Towards Large Scale Road Surface Reconstruction via Mesh Representation Ruohong Mei Wei Sui Jiaxin Zhang Qian Zhang Gang Wang Tao Peng Cong Yang 3DV 19 15 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 18 67 0 15 Jun 2023
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data Nilesh Kulkarni Linyi Jin Justin Johnson David Fouhey 34 2 0 14 Jun 2023
Neural Haircut: Prior-Guided Strand-Based Hair Reconstruction V. Sklyarova Jenya Chelishev Andreea Dogaru Igor Medvedev Victor Lempitsky Egor Zakharov 3DH 25 25 0 09 Jun 2023
StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street Views Jianfei Guo Nianchen Deng Xinyang Li Yeqi Bai Botian Shi Chiyu Wang Chenjing Ding Dongliang Wang Yikang Li 35 88 0 08 Jun 2023
IFaceUV: Intuitive Motion Facial Image Generation by Identity Preservation via UV map Han-Lim Lee Yu-Te Ku Eunseok Kim Seungryul Baek 3DH 36 0 0 08 Jun 2023
Variable Radiance Field for Real-World Category-Specific Reconstruction from Single Image Kun Wang Zhiqiang Yan Zhenyu Zhang Xianrui Li Jun Yu Li Jian Yang 3DH 25 0 0 08 Jun 2023
Towards Scalable Multi-View Reconstruction of Geometry and Materials Carolin Schmitt Božidar Antić Andrei Neculai J. Lee Andreas Geiger 3DV 31 4 0 06 Jun 2023
Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis Angtian Wang Wufei Ma Alan Yuille Adam Kortylewski 3DH AAML 33 3 0 31 May 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie 45 5 0 27 May 2023
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement Jiawei Qin Takuru Shimoyama Xucong Zhang Yusuke Sugano CVBM 30 3 0 25 May 2023
Robust Category-Level 3D Pose Estimation from Synthetic Data Jiahao Yang Wufei Ma Angtian Wang Xiaoding Yuan Alan Yuille Adam Kortylewski 29 2 0 25 May 2023
You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example Walter Goodwin Ioannis Havoutis Ingmar Posner 35 10 0 22 May 2023
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images Ashish Sinha J. Kawahara Arezou Pakzad Kumar Abhishek Matthieu Ruthven Enjie Ghorbel Anis Kacem Djamila Aouada Ghassan Hamarneh MedIm DiffM 34 3 0 22 May 2023
Unsupervised Multi-view Pedestrian Detection Mengyin Liu Chao Zhu Shiqi Ren Xu-Cheng Yin 37 6 0 21 May 2023
Video Killed the HD-Map: Predicting Multi-Agent Behavior Directly From Aerial Images Yunpeng Liu Vasileios Lioutas J. Lavington Matthew Niedoba Justice Sefas ... Dylan Green Xiaoxuan Liang Berend Zwartsenberg Adam Scibior Frank Wood VGen 34 1 0 19 May 2023
MVPSNet: Fast Generalizable Multi-view Photometric Stereo Dongxu Zhao Daniel Lichy Pierre-Nicolas Perrin Jan-Michael Frahm Soumyadip Sengupta 3DV 28 15 0 18 May 2023
Progressive Learning of 3D Reconstruction Network from 2D GAN Data Aysegül Dündar Jun Gao Andrew Tao Bryan Catanzaro 3DV 33 13 0 18 May 2023
Understanding 3D Object Interaction from a Single Image Shengyi Qian David Fouhey 32 16 0 16 May 2023
FitMe: Deep Photorealistic 3D Morphable Model Avatars Alexandros Lattas Stylianos Moschoglou Stylianos Ploumpis Baris Gecer Jiankang Deng S. Zafeiriou DiffM 18 35 0 16 May 2023
Neural Face Rigging for Animating and Retargeting Facial Meshes in the Wild Dafei Qin Jun Saito Noam Aigerman Thibault Groueix Taku Komura 3DH CVBM 22 21 0 15 May 2023
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation A. Sengupta Ignas Budvytis R. Cipolla 3DH 31 18 0 11 May 2023
NerfAcc: Efficient Sampling Accelerates NeRFs Ruilong Li Hang Gao Matthew Tancik Angjoo Kanazawa 33 87 0 08 May 2023
Shap-E: Generating Conditional 3D Implicit Functions Heewoo Jun Alex Nichol DiffM 209 311 0 03 May 2023