Neural Cloth Simulation

13 December 2022

Papers citing "Neural Cloth Simulation"

28 / 28 papers shown

Title
Generating ensembles of spatially-coherent in-situ forecasts using flow matching David Landry C. Monteleoni A. Charantonis 66 0 0 04 Apr 2025
Neural Garment Dynamic Super-Resolution Meng Zhang Jun Li 3DH 72 0 0 09 Dec 2024
Garment Animation NeRF with Color Editing Renke Wang Meng Zhang Jun Li Jian Yang AI4CE 3DH 48 0 0 29 Jul 2024
SENC: Handling Self-collision in Neural Cloth Simulation Zhouyingcheng Liao Sinan Wang Taku Komura 34 2 0 17 Jul 2024
ContourCraft: Learning to Resolve Intersections in Neural Multi-Garment Simulations Artur Grigorev Giorgio Becherini Michael J. Black Otmar Hilliges B. Thomaszewski 3DH 22 7 0 15 May 2024
Neural Garment Dynamics via Manifold-Aware Transformers Peizhuo Li Tuanfeng Y. Wang Timur Levent Kesdogan Duygu Ceylan O. Sorkine-Hornung AI4CE 3DH 28 1 0 13 May 2024
4D-DRESS: A 4D Dataset of Real-world Human Clothing with Semantic Annotations Wenbo Wang Hsuan-I Ho Chen Guo Boxiang Rong Artur Grigorev Jie Song Juan Jose Zarate Otmar Hilliges 3DH 33 14 0 29 Apr 2024
Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces Jiahong Wang Yinwei Du Stelian Coros B. Thomaszewski SSL 13 0 0 26 Apr 2024
PhysAvatar: Learning the Physics of Dressed 3D Avatars from Visual Observations Yang Zheng Qingqing Zhao Guandao Yang Wang Yifan Donglai Xiang ... Dmitry Lagun Thabo Beeler Federico Tombari Leonidas J. Guibas Gordon Wetzstein AI4CE 43 17 0 05 Apr 2024
WordRobe: Text-Guided Generation of Textured 3D Garments Astitva Srivastava Pranav Manu Amit Raj Varun Jampani Avinash Sharma 27 12 0 26 Mar 2024
A Physics-embedded Deep Learning Framework for Cloth Simulation Zhiwei Zhao PINN AI4CE 11 0 0 19 Mar 2024
Inverse Garment and Pattern Modeling with a Differentiable Simulator Boyang Yu Frédéric Cordier Hyewon Seo AI4CE 28 1 0 11 Mar 2024
Bayesian Differentiable Physics for Cloth Digitalization Deshan Gong Ningtao Mao He-Nan Wang AI4CE 32 0 0 27 Feb 2024
Bimanual Deformable Bag Manipulation Using a Structure-of-Interest Based Latent Dynamics Model Peng Zhou Pai Zheng Jiaming Qi Chenxi Li Chenguang Yang D. Navarro-Alarcon Jia Pan AI4CE 22 1 0 21 Jan 2024
Dress-Me-Up: A Dataset & Method for Self-Supervised 3D Garment Retargeting Shanthika Naik Kunwar Singh Astitva Srivastava Dhawal Sirikonda Amit Raj Varun Jampani Avinash Sharma 3DH 35 1 0 06 Jan 2024
Towards Loose-Fitting Garment Animation via Generative Model of Deformation Decomposition Yifu Liu Xiaoxia Li Zhi-Wen Luo Wei Zhou AI4CE 16 0 0 22 Dec 2023
GAPS: Geometry-Aware, Physics-Based, Self-Supervised Neural Garment Draping Ruochen Chen Liming Chen Shaifali Parashar AI4CE 3DH 13 1 0 03 Dec 2023
Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models David Stotko Nils Wandel Reinhard Klein 29 4 0 21 Nov 2023
DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation Yifei Li Hsiao-yu Chen Egor Larionov N. Sarafianos Wojciech Matusik Tuur Stuyck 24 24 0 20 Nov 2023
Differentiable Cloth Parameter Identification and State Estimation in Manipulation Dongzhe Zheng Siqiong Yao Wenqiang Xu Cewu Lu 22 5 0 09 Nov 2023
A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping Hunor Laczkó Meysam Madadi Sergio Escalera Jordi Gonzalez 3DH AI4CE 30 2 0 05 Nov 2023
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory Navami Kairanda Marc Habermann Christian Theobalt Vladislav Golyanik AI4CE 29 2 0 24 Aug 2023
SwinGar: Spectrum-Inspired Neural Dynamic Deformation for Free-Swinging Garments Tianxing Li Rui Shi Qing Zhu T. Kanai 29 1 0 05 Aug 2023
Data-Free Learning of Reduced-Order Kinematics Nicholas Sharp Cristian Romero Alec Jacobson E. Vouga P. Kry David I. W. Levin Justin Solomon AI4CE 25 18 0 05 May 2023
ClothCombo: Modeling Inter-Cloth Interaction for Draping Multi-Layered Clothes Dohae Lee Hyun Kang In-Kwon Lee 3DH AI4CE 32 7 0 07 Apr 2023
PhysGraph: Physics-Based Integration Using Graph Neural Networks Oshri Halimi E.T Larionov Zohar Barzelay Philipp Herholz Tuur Stuyck PINN OOD AI4CE 24 3 0 27 Jan 2023
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style Chaitanya Patel Zhouyingcheng Liao Gerard Pons-Moll 3DH AI4CE 63 255 0 10 Mar 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016