Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 617 papers shown

Title
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation Yujin Chen Yinyu Nie Benjamin Ummenhofer R. Birkl Michael Paulitsch Matthias Müller Matthias Nießner AI4CE 29 3 0 28 Mar 2024
Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-training via Differentiable Rendering of Line Segments Yusuke Takimoto Hikari Takehara Hiroyuki Sato Zihao Zhu Bo Zheng 3DH 40 4 0 26 Mar 2024
Animal Avatars: Reconstructing Animatable 3D Animals from Casual Videos Remy Sabathier Niloy J. Mitra David Novotny 3DH VGen 38 6 0 25 Mar 2024
ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance Yongwei Chen Tengfei Wang Tong Wu Xingang Pan Kui Jia Ziwei Liu DiffM 43 22 0 19 Mar 2024
OV9D: Open-Vocabulary Category-Level 9D Object Pose and Size Estimation Junhao Cai Yisheng He Weihao Yuan Siyu Zhu Zilong Dong Liefeng Bo Qifeng Chen DiffM 35 8 0 19 Mar 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 61 182 0 19 Mar 2024
Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment Ziyu Shan Yujie Zhang Qi Yang Haichen Yang Yiling Xu Lei Li Xiaozhong Xu Shan Liu 3DPC 36 11 0 15 Mar 2024
MRC-Net: 6-DoF Pose Estimation with MultiScale Residual Correlation Yuelong Li Yafei Mao Raja Bala Sunil Hadap 42 9 0 12 Mar 2024
3DTextureTransformer: Geometry Aware Texture Generation for Arbitrary Mesh Topology K. Dharma Clayton T. Morrison 41 0 0 07 Mar 2024
Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension Quan Liu Hongzi Zhu Zhenxi Wang Yunsong Zhou Shan Chang Minyi Guo 3DPC 51 8 0 06 Mar 2024
Rethinking Inductive Biases for Surface Normal Estimation Gwangbin Bae Andrew J. Davison 53 42 0 01 Mar 2024
ICP-Flow: LiDAR Scene Flow Estimation with ICP Yancong Lin Holger Caesar 3DPC 71 20 0 27 Feb 2024
GenNBV: Generalizable Next-Best-View Policy for Active 3D Reconstruction Xiao Chen Quanyi Li Tai Wang Tianfan Xue Jiangmiao Pang 53 8 0 25 Feb 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 37 0 0 22 Feb 2024
Place Anything into Any Video Ziling Liu Jinyu Yang Mingqi Gao Feng Zheng VGen DiffM 24 0 0 22 Feb 2024
PEGASUS: Personalized Generative 3D Avatars with Composable Attributes Hyunsoo Cha Byungjun Kim Hanbyul Joo 21 4 0 16 Feb 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling Miguel Fainstein Viviana Siless Emmanuel Iarussi 21 4 0 14 Feb 2024
Democratizing the Creation of Animatable Facial Avatars Yilin Zhu Dalton Omens Haodi He Ron Fedkiw 3DH 30 1 0 29 Jan 2024
Leveraging Positional Encoding for Robust Multi-Reference-Based Object 6D Pose Estimation Jaewoo Park Jaeguk Kim Nam Ik Cho 29 2 0 29 Jan 2024
An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion Sharib Ali Yamid Espinel Yueming Jin Peng Liu Bianca Güttner ... Micha Pfeiffer Shahid Farid Lena Maier-Hein E. Buc Adrien Bartoli 57 11 0 28 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 53 2 0 27 Jan 2024
High-Quality Mesh Blendshape Generation from Face Videos via Neural Inverse Rendering Xin Ming Jiawei Li Jingwang Ling Libo Zhang Feng Xu 3DH 38 2 0 16 Jan 2024
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search Guangyu Meng Ruyu Zhou Liu Liu Peixian Liang Fang Liu Danny Chen Michael Niemier X.Sharon Hu 38 0 0 14 Jan 2024
Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen Objects Qirui Wu Daniel E. Ritchie Manolis Savva Angel X. Chang 3DPC 43 3 0 31 Dec 2023
DiffusionGAN3D: Boosting Text-guided 3D Generation and Domain Adaptation by Combining 3D GANs and Diffusion Priors Biwen Lei Kai Yu Mengyang Feng Miaomiao Cui Xuansong Xie DiffM 29 16 0 28 Dec 2023
Get a Grip: Reconstructing Hand-Object Stable Grasps in Egocentric Videos Zhifan Zhu Dima Damen 44 7 0 25 Dec 2023
Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworks Christian Simon Sen He Juan-Manuel Perez-Rua Mengmeng Xu Amine Benhalloum Tao Xiang 33 2 0 24 Dec 2023
$Scalable 3D Reconstruction From Single Particle X-Ray Diffraction Images Based on Online Machine Learning$ Scalable 3D Reconstruction From Single Particle X-Ray Diffraction Images Based on Online Machine Learning Jay Shenoy A. Levy Frédéric Poitevin Gordon Wetzstein 17 2 0 22 Dec 2023
Virtual Pets: Animatable Animal Generation in 3D Scenes Yen-Chi Cheng C. Lin Chaoyang Wang Yash Kant Sergey Tulyakov Alexander Schwing Liangyan Gui Hsin-Ying Lee 27 2 0 21 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 60 4 0 21 Dec 2023
Regularizing Self-supervised 3D Scene Flows with Surface Awareness and Cyclic Consistency Patrik Vacek David Hurych Karel Zimmermann Patrick Pérez Tomáš Svoboda 3DPC 32 1 0 12 Dec 2023
Open-Pose 3D Zero-Shot Learning: Benchmark and Challenges Weiguang Zhao Guanyu Yang Rui Zhang Chenru Jiang Chaolong Yang Yuyao Yan Amir Hussain Kaizhu Huang VLM 44 3 0 12 Dec 2023
MonoNPHM: Dynamic Head Reconstruction from Monocular Videos Simon Giebenhain Tobias Kirschstein Markos Georgopoulos Martin Rünz Lourdes Agapito Matthias Nießner 3DH 31 17 0 11 Dec 2023
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering Vivek Gopalakrishnan Neel Dey Polina Golland MedIm 31 11 0 11 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 29 18 0 10 Dec 2023
ControlRoom3D: Room Generation using Semantic Proxy Rooms Jonas Schult Sam S. Tsai Lukas Höllein Bichen Wu Jialiang Wang ... Zijian He Peizhao Zhang Bastian Leibe Peter Vajda Ji Hou 43 32 0 08 Dec 2023
PartDistill: 3D Shape Part Segmentation by Vision-Language Model Distillation Ardian Umam Cheng-Kun Yang Min-Hung Chen Jen-Hui Chuang Yen-Yu Lin 36 11 0 07 Dec 2023
FitDiff: Robust monocular 3D facial shape and reflectance estimation using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou S. Zafeiriou 33 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 18 0 0 06 Dec 2023
Human Body Model based ID using Shape and Pose Parameters A. Sundaresan Brian Burns Indranil Sur Yi Yao Xiao Lin Sujeong Kim CVBM 3DH 31 1 0 06 Dec 2023
LooseControl: Lifting ControlNet for Generalized Depth Conditioning Shariq Farooq Bhat Niloy J. Mitra Peter Wonka AI4CE DiffM 36 33 0 05 Dec 2023
MANUS: Markerless Grasp Capture using Articulated 3D Gaussians Chandradeep Pokhariya Ishaan Shah Angela Xing Zekun Li Kefan Chen Avinash Sharma Srinath Sridhar 3DGS 36 12 0 04 Dec 2023
FlashAvatar: High-fidelity Head Avatar with Efficient Gaussian Embedding Jun Xiang Xuan Gao Yudong Guo Juyong Zhang 3DGS 37 35 0 03 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 29 19 0 01 Dec 2023
3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation Zidu Wang Xiangyu Zhu Tianshuo Zhang Baiqin Wang Zhen Lei 3DH 23 11 0 01 Dec 2023
DiffCAD: Weakly-Supervised Probabilistic CAD Model Retrieval and Alignment from an RGB Image Daoyi Gao Dávid Rozenberszki Stefan Leutenegger Angela Dai DiffM 27 11 0 30 Nov 2023
Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features Thomas Wimmer Peter Wonka M. Ovsjanikov 44 9 0 29 Nov 2023
ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction Silvan Weder Francis Engelmann Johannes L. Schonberger Akihito Seki Marc Pollefeys Martin R. Oswald 3DPC 3DV 19 4 0 29 Nov 2023
HUGS: Human Gaussian Splats Muhammed Kocabas Jen-Hao Rick Chang J. Gabriel Oncel Tuzel Anurag Ranjan 3DGS 51 92 0 29 Nov 2023
NeRFTAP: Enhancing Transferability of Adversarial Patches on Face Recognition using Neural Radiance Fields Xiaoliang Liu Shen Furao Feng Han Jian Zhao Changhai Nie AAML 28 0 0 29 Nov 2023