Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 617 papers shown

Title
A Level Set Theory for Neural Implicit Evolution under Explicit Flows Ishit Mehta Manmohan Chandraker R. Ramamoorthi AI4CE 32 47 0 14 Apr 2022
Towards Metrical Reconstruction of Human Faces Wojciech Zielonka Timo Bolkart Justus Thies CVBM 3DH 36 145 0 13 Apr 2022
Dynamic Neural Textures: Generating Talking-Face Videos with Continuously Controllable Expressions Zipeng Ye Zhiyao Sun Yu-Hui Wen Y. Sun Tian Lv Ran Yi Yong-Jin Liu CVBM 27 7 0 13 Apr 2022
Synthesizing Adversarial Visual Scenarios for Model-Based Robotic Control Shubhankar Agarwal Sandeep Chinchali AAML 40 4 0 13 Apr 2022
Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape Xiangyu Zhu Chang Yu Di Huang Zhen Lei Hao Wang Stan Z. Li 3DH CVBM 23 8 0 09 Apr 2022
From 2D Images to 3D Model:Weakly Supervised Multi-View Face Reconstruction with Deep Fusion Weiguang Zhao Chao-Han Huck Yang Jianan Ye Rui Zhang Yuyao Yan Xi Yang Bin Dong Amir Hussain Kaizhu Huang CVBM 3DH 24 1 0 08 Apr 2022
SunStage: Portrait Reconstruction and Relighting using the Sun as a Light Stage Yifan Wang Aleksander Holynski Xiuming Zhang X. Zhang 3DH 32 24 0 07 Apr 2022
Zero-Shot Category-Level Object Pose Estimation Walter Goodwin S. Vaze Ioannis Havoutis Ingmar Posner ViT 34 57 0 07 Apr 2022
3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery Bin Li Ruofeng Wei Jiaqi Xu Bo Lu C. Yee Chi-Fai Ng Pheng-Ann Heng Qi Dou Yunhui Liu 22 12 0 07 Apr 2022
DiffCloud: Real-to-Sim from Point Clouds with Differentiable Simulation and Rendering of Deformable Objects Priya Sundaresan Rika Antonova Jeannette Bohg 3DPC 39 34 0 07 Apr 2022
LISA: Learning Implicit Shape and Appearance of Hands Enric Corona Tomás Hodan Minh Vo Francesc Moreno-Noguer Chris Sweeney Richard Newcombe Lingni Ma 3DH CVBM 41 69 0 04 Apr 2022
Dressi: A Hardware-Agnostic Differentiable Renderer with Reactive Shader Packing and Soft Rasterization Yusuke Takimoto Hiroyuki Sato Hikari Takehara Keishiro Uragaki Takehiro Tawara Xiao Liang Kentaro Oku W. Kishimoto Bo Zheng 34 5 0 04 Apr 2022
Aligning Silhouette Topology for Self-Adaptive 3D Human Pose Recovery M. Rakesh Jogendra Nath Kundu Varun Jampani R. Venkatesh Babu 3DH 20 10 0 04 Apr 2022
Differentiable Rendering for Synthetic Aperture Radar Imagery Michael Wilmanski Jonathan I. Tamir 16 5 0 04 Apr 2022
Understanding 3D Object Articulation in Internet Videos Shengyi Qian Linyi Jin C. Rockwell Siyi Chen David Fouhey 27 29 0 30 Mar 2022
BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information Nadine Rueegg Silvia Zuffi Konrad Schindler Michael J. Black 24 40 0 29 Mar 2022
Spatially Multi-conditional Image Generation Ritika Chakraborty Nikola Popovic D. Paudel Thomas Probst Luc Van Gool 24 1 0 25 Mar 2022
Implicit Neural Representations for Variable Length Human Motion Generation Pablo Cervantes Yusuke Sekikawa Ikuro Sato Koichi Shinoda 27 55 0 25 Mar 2022
Weakly-Supervised End-to-End CAD Retrieval to Scan Objects T. Beyer Angela Dai 3DPC 31 4 0 24 Mar 2022
RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization Yan Xu Junyi Lin Guofeng Zhang Xiaogang Wang Hongsheng Li 37 58 0 24 Mar 2022
Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera Jae Shin Yoon Duygu Ceylan Tuanfeng Y. Wang Jingwan Lu Jimei Yang Zhixin Shu Hyunjung Park 3DH 45 14 0 24 Mar 2022
Hybrid Mesh-neural Representation for 3D Transparent Object Reconstruction Jiamin Xu Zihan Zhu Hujun Bao Wewei Xu 3DH 3DV 19 15 0 23 Mar 2022
Learning to Censor by Noisy Sampling Ayush Chopra Abhinav Java Abhishek Singh Vivek Sharma Ramesh Raskar 3DPC 26 0 0 23 Mar 2022
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges S. Thais P. Calafiura G. Chachamis G. Dezoort Javier Mauricio Duarte S. Ganguly Michael Kagan D. Murnane Mark S. Neubauer K. Terao PINN AI4CE 34 30 0 23 Mar 2022
φ-SfT: Shape-from-Template with a Physics-Based Deformation Model Navami Kairanda Edith Tretschk Mohamed A. Elgharib Christian Theobalt Vladislav Golyanik 27 21 0 22 Mar 2022
A Real World Dataset for Multi-view 3D Reconstruction Rakesh Shrestha Siqi Hu Minghao Gou Ziyuan Liu P. Tan 3DH 3DV 37 12 0 22 Mar 2022
Facial Geometric Detail Recovery via Implicit Representation Xingyu Ren Alexandros Lattas Baris Gecer Jiankang Deng Chao Ma Xiaokang Yang S. Zafeiriou 3DH 25 19 0 18 Mar 2022
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks Fabian Bongratz Anne-Marie Rickmann Sebastian Polsterl Christian Wachinger 3DV 30 34 0 17 Mar 2022
Fine Detailed Texture Learning for 3D Meshes with Generative Models Aysegül Dündar Jun Gao Andrew Tao Bryan Catanzaro 3DV 3DH 39 19 0 17 Mar 2022
Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input Junyoung Byun Seungju Cho Myung-Joon Kwon Heeseon Kim Changick Kim AAML DiffM 29 68 0 17 Mar 2022
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics Data Hao Ding Jintan Zhang Peter Kazanzides J. Wu Mathias Unberath 32 18 0 15 Mar 2022
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images A. Levy Frédéric Poitevin Julien N. P. Martel Y. Nashed A. Peck Nina Miolane Daniel Ratner Mike Dunne Gordon Wetzstein 6 41 0 15 Mar 2022
Controllable Evaluation and Generation of Physical Adversarial Patch on Face Recognition Xiaohu Yang Yinpeng Dong Tianyu Pang Zihao Xiao Hang Su Junyi Zhu CVBM AAML 44 11 0 09 Mar 2022
Towards Self-Supervised Category-Level Object Pose and Size Estimation Yisheng He Haoqiang Fan Haibin Huang Qifeng Chen Jian Sun 19 17 0 06 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 35 126 0 03 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 44 19 0 02 Mar 2022
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search Yongdong Huang Yuanzhan Li Xulong Cao Siyu Zhang Shen Cai Ting Lu Jie Wang Yuqiao Liu 3DV 24 1 0 27 Feb 2022
Multi-view Gradient Consistency for SVBRDF Estimation of Complex Scenes under Natural Illumination Alen Joy Charalambos (Charis) Poullis 3DV 35 4 0 25 Feb 2022
Point Cloud Denoising via Momentum Ascent in Gradient Fields Yaping Zhao Haitian Zheng Zhongrui Wang Jiebo Luo E. Lam 3DPC 24 11 0 21 Feb 2022
OmniSyn: Synthesizing 360 Videos with Wide-baseline Panoramas David Li Yinda Zhang Christian Häne Danhang Tang Amitabh Varshney Ruofei Du MDE 27 6 0 17 Feb 2022
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs Qiang Ma Liu Li E. C. Robinson Bernhard Kainz Daniel Rueckert A. Alansary MedIm 30 33 0 16 Feb 2022
Text and Image Guided 3D Avatar Generation and Manipulation Zehranaz Canfes M. Atasoy Alara Dirik Pinar Yanardag 3DH 36 42 0 12 Feb 2022
NIMBLE: A Non-rigid Hand Model with Bones and Muscles Yuwei Li Longwen Zhang Zesong Qiu Ying-Ping Jiang Nianyi Li Yuexin Ma Yuyao Zhang Lan Xu Jingyi Yu 3DH 21 14 0 09 Feb 2022
SCR: Smooth Contour Regression with Geometric Priors Gaétan Bahl Lionel Daniel Florent Lafarge 21 1 0 08 Feb 2022
Development of a deep learning platform for optimising sheet stamping geometries subject to manufacturing constraints H. Attar A. Foster Nan Li 24 3 0 04 Feb 2022
Unsupervised Severely Deformed Mesh Reconstruction (DMR) from a Single-View Image J. Mei Jingxiang Yu S. Romain Craig S. Rose Kelsey Magrane Graeme LeeSon Lei Li 27 4 0 23 Jan 2022
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding Yunhan Zhao Connelly Barnes Yuqian Zhou Eli Shechtman Sohrab Amirghodsi Charless C. Fowlkes 27 8 0 20 Jan 2022
Learning-by-Novel-View-Synthesis for Full-Face Appearance-Based 3D Gaze Estimation Jiawei Qin Takuru Shimoyama Yusuke Sugano 3DH CVBM 23 16 0 20 Jan 2022
GANmouflage: 3D Object Nondetection with Texture Fields Rui-xiong Guo Jasmine Collins Oscar de Lima Andrew Owens 30 9 0 18 Jan 2022
Motion Inbetweening via Deep $Δ$ -Interpolator Boris N. Oreshkin Antonios Valkanas Félix G. Harvey Louis-Simon Ménard Florent Bocquelet Mark J. Coates 3DH 28 20 0 18 Jan 2022