Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 617 papers shown

Title
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators Andrew F. Luo Tianqin Li Wenhao Zhang T. Lee GAN 3DV 24 32 0 01 Jan 2022
Free-Viewpoint RGB-D Human Performance Capture and Rendering Phong H. Nguyen N. Sarafianos Christoph Lassner J. Heikkilä Tony Tung 3DH 27 12 0 27 Dec 2021
Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects Atsuhiro Noguchi Umar Iqbal Jonathan Tremblay Tatsuya Harada Orazio Gallo 49 47 0 21 Dec 2021
HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars T. Hu Tao Yu Zerong Zheng He Zhang Yebin Liu Matthias Zwicker 3DH 27 34 0 19 Dec 2021
Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN Vitaliy Kinakh M. Drozdova Guillaume Quétant T. Golling Slava Voloshynovskiy GAN 19 0 0 17 Dec 2021
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 57 301 0 16 Dec 2021
DProST: Dynamic Projective Spatial Transformer Network for 6D Pose Estimation Jaewoo Park N. Cho ViT 24 11 0 16 Dec 2021
Sphere Face Model:A 3D Morphable Model with Hypersphere Manifold Latent Space Diqiong Jiang Yiwei Jin Fanglue Zhang Zhe Zhu Yun Zhang Ruofeng Tong Ming Tang CVBM 3DH 33 1 0 04 Dec 2021
ROCA: Robust CAD Model Retrieval and Alignment from a Single Image Can Gümeli Angela Dai Matthias Nießner 3DPC 3DV 27 48 0 03 Dec 2021
Neural Head Avatars from Monocular RGB Videos Philip-William Grassal Malte Prinzler Titus Leistner Carsten Rother Matthias Nießner Justus Thies 3DH 22 191 0 02 Dec 2021
Recognizing Scenes from Novel Viewpoints Shengyi Qian Alexander Kirillov Nikhila Ravi Devendra Singh Chaplot Justin Johnson David Fouhey Georgia Gkioxari 34 9 0 02 Dec 2021
FaceTuneGAN: Face Autoencoder for Convolutional Expression Transfer Using Neural Generative Adversarial Networks Nicolas Olivier Kelian Baert F. Danieau Franck Multon Quentin Avril CVBM 3DH 41 18 0 01 Dec 2021
Probabilistic Estimation of 3D Human Shape and Pose with a Semantic Local Parametric Model A. Sengupta Ignas Budvytis R. Cipolla 3DH 25 5 0 30 Nov 2021
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding Abdullah Hamdi Silvio Giancola Guohao Li 3DPC 25 23 0 30 Nov 2021
Human Performance Capture from Monocular Video in the Wild Chen Guo Xu Chen Mingli Song Otmar Hilliges 3DH 21 29 0 29 Nov 2021
Image Based Reconstruction of Liquids from 2D Surface Detections Florian Richter Ryan K. Orosco Michael C. Yip 18 7 0 22 Nov 2021
Temporally Consistent Online Depth Estimation in Dynamic Scenes Zhaoshuo Li W. Ye Dilin Wang Francis X. Creighton Russell H. Taylor Ganesh Venkatesh Mathias Unberath 40 26 0 17 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 71 446 0 10 Nov 2021
SAFA: Structure Aware Face Animation Qiulin Wang Luankun Zhang Bo Li 3DH CVBM 55 21 0 09 Nov 2021
Deep Point Set Resampling via Gradient Fields Haolan Chen Bianli Du Shitong Luo Wei Hu 3DPC 34 38 0 03 Nov 2021
MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation Safa C. Medin Bernhard Egger A. Cherian Ye Wang J. Tenenbaum Xiaoming Liu Tim K. Marks 3DH CVBM 19 32 0 01 Nov 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 21 32 0 28 Oct 2021
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose Angtian Wang Shenxiao Mei Alan Yuille Adam Kortylewski 3DV 31 21 0 27 Oct 2021
Creating and Reenacting Controllable 3D Humans with Differentiable Rendering Thiago L. Gomes Thiago M. Coutinho Rafael Azevedo Renato Martins Erickson R. Nascimento 3DH 27 3 0 22 Oct 2021
Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes Sara Hahner Jochen Garcke AI4CE 36 14 0 18 Oct 2021
Differentiable Rendering with Perturbed Optimizers Quentin Le Lidec Ivan Laptev Cordelia Schmid Justin Carpentier 27 15 0 18 Oct 2021
NeRS: Neural Reflectance Surfaces for Sparse-view 3D Reconstruction in the Wild Jason Y. Zhang Gengshan Yang Shubham Tulsiani Deva Ramanan 133 151 0 14 Oct 2021
3D Structure from 2D Microscopy images using Deep Learning B. Blundell C. Sieben S. Manley E. Rosten QueeLim Chñg S. Cox 3DV 13 4 0 14 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 26 17 0 13 Oct 2021
Revisiting Latent-Space Interpolation via a Quantitative Evaluation Framework Lu Mi Tianxing He Core Francisco Park Hao Wang Yue Wang Nir Shavit 31 10 0 13 Oct 2021
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 154 218 0 12 Oct 2021
Differentiable Stereopsis: Meshes from multiple views using differentiable rendering Shubham Goel Georgia Gkioxari Jitendra Malik 3DV 33 24 0 11 Oct 2021
Unsupervised High-Fidelity Facial Texture Generation and Reconstruction Ron Slossberg Ibrahim Jubran Ron Kimmel 3DH 31 7 0 10 Oct 2021
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 36 58 0 03 Oct 2021
ClipMatrix: Text-controlled Creation of 3D Textured Meshes Nikolay Jetchev CLIP 9 40 0 27 Sep 2021
Semi-supervised Dense Keypoints Using Unlabeled Multiview Images Zhixuan Yu Haozheng Yu Long Sha Sujoy Ganguly H. Park 3DV 18 2 0 20 Sep 2021
Messing Up 3D Virtual Environments: Transferable Adversarial 3D Objects Enrico Meloni Matteo Tiezzi Luca Pasqualini Marco Gori S. Melacci AAML 35 2 0 17 Sep 2021
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface Reconstruction Zixiong Wang Pengfei Wang Pengshuai Wang Qiujie Dong Junjie Gao Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 38 14 0 09 Sep 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories Wonbong Jang Lourdes Agapito 40 216 0 03 Sep 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 63 450 0 01 Sep 2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction Brandon Leung Chih-Hui Ho Nuno Vasconcelos 23 5 0 23 Aug 2021
D3D-HOI: Dynamic 3D Human-Object Interactions from Videos Xiang Xu Hanbyul Joo Greg Mori Manolis Savva 46 38 0 19 Aug 2021
EventHPE: Event-based 3D Human Pose and Shape Estimation Shihao Zou Chuan Guo Wei Ji Sen Wang Pengyu Wang Xiaoqin Hu Shoushun Chen Minglun Gong Li Cheng 3DH 14 50 0 15 Aug 2021
PixelSynth: Generating a 3D-Consistent Experience from a Single Image C. Rockwell David Fouhey Justin Johnson VGen 63 83 0 12 Aug 2021
Neural Free-Viewpoint Performance Rendering under Complex Human-object Interactions Guoxing Sun Xin Chen Yizhang Chen Anqi Pang Pei-Ying Lin Yuheng Jiang Lan Xu Jingya Wang Jingyi Yu 3DH 39 35 0 01 Aug 2021
Shadow Art Revisited: A Differentiable Rendering Based Approach Kaustubh Sadekar Ashish Tiwari Shanmuganathan Raman 13 13 0 30 Jul 2021
Hand Image Understanding via Deep Multi-Task Learning Xiong Zhang Hongsheng Huang Jianchao Tan Hongmin Xu Cheng Yang Guozhu Peng Lei Wang Ji Liu 3DH 40 52 0 24 Jul 2021
A Deep Signed Directional Distance Function for Object Shape Representation Ehsan Zobeidi Nikolay Atanasov 3DV 16 13 0 23 Jul 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 30 156 0 23 Jul 2021
DOVE: Learning Deformable 3D Objects by Watching Videos Shangzhe Wu Tomas Jakab Christian Rupprecht Andrea Vedaldi 3DH 36 60 0 22 Jul 2021