Papers citing 'GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects'

Title
Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections Isuru Wijesinghe Michael G. Nix A. Zakeri Alireza Hokmabadi B. Al-Qaisieh Ali Gooya Zeike A. Taylor MedIm 3DV 113 0 0 09 Jul 2024
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI Fabian Bongratz Anne-Marie Rickmann Christian Wachinger 304 17 0 23 Jan 2024
TouchSDF: A DeepSDF Approach for 3D Shape Reconstruction using Vision-Based Tactile SensingIEEE Robotics and Automation Letters (RA-L), 2023 Mauro Comi Yijiong Lin Alex Church Alessio Tonioni Laurence Aitchison Nathan Lepora 225 27 0 21 Nov 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface ReconstructionInternational Conference on Learning Representations (ICLR), 2023 Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie OT 3DV 282 7 0 27 May 2023
End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh ReconstructionIEEE International Symposium on Biomedical Imaging (ISBI), 2023 Matej Gazda P. Drotár L. V. Romaguera Samuel Kadoury MedIm 85 0 0 13 Mar 2023
Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and ManipulationACM Transactions on Graphics (TOG), 2023 Jingyu Hu Ka-Hei Hui Zhengzhe Liu Ruihui Li Chi-Wing Fu DiffM 186 22 0 01 Feb 2023
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common ApproachesIEEE International Joint Conference on Neural Network (IJCNN), 2022 Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 203 13 0 20 Dec 2022
Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha MaskInternational Symposium on Visual Computing (ISVC), 2022 Gaétan Landreau M. Tamaazousti 97 0 0 17 Oct 2022
Flow-based GAN for 3D Point Cloud Generation from a Single ImageBritish Machine Vision Conference (BMVC), 2022 Yao Wei G. Vosselman M. Yang 3DPC 168 9 0 08 Oct 2022
Neural Volumetric Mesh Generator Yang Zheng Lemeng Wu Xingchao Liu Zhe Chen Qiang Liu Qi-Xing Huang DiffM 116 9 0 06 Oct 2022
Mastering Spatial Graph Prediction of Road NetworksIEEE International Conference on Computer Vision (ICCV), 2022 Sotiris Anagnostidis Aurelien Lucchi Thomas Hofmann GNN 178 3 0 03 Oct 2022
Neural Wavelet-domain Diffusion for 3D Shape GenerationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022 Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 229 149 0 19 Sep 2022
Deep Active Latent Surfaces for Medical Geometries Patrick M. Jensen Udaranga Wickramasinghe Anders B. Dahl Pascal Fua Vedrana Andersen Dahl MedIm 156 2 0 21 Jun 2022
Learning 3D Object Shape and Layout without 3D SupervisionComputer Vision and Pattern Recognition (CVPR), 2022 Georgia Gkioxari Nikhila Ravi Justin Johnson SSL 126 26 0 14 Jun 2022
Neural Template: Topology-aware Reconstruction and Disentangled Generation of 3D MeshesComputer Vision and Pattern Recognition (CVPR), 2022 Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu 3DV 139 37 0 10 Jun 2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction Leo Lebrat Rodrigo Santa Cruz Frédéric de Gournay Darren Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 3DH 116 9 0 06 Jun 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View ImagesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 138 20 0 21 Apr 2022
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2022 Fabian Bongratz Anne-Marie Rickmann Sebastian Polsterl Christian Wachinger 3DV 164 43 0 17 Mar 2022
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface DiscriminatorsIEEE International Conference on Computer Vision (ICCV), 2021 Andrew F. Luo Tianqin Li Wenhao Zhang T. Lee GAN 3DV 183 34 0 01 Jan 2022
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images Tarek Ben Charrada Hedi Tabia A. Chetouani Hamid Laga 3DV 112 0 0 24 Sep 2021
Active 3D Shape Reconstruction from Vision and TouchNeural Information Processing Systems (NeurIPS), 2021 Edward James Smith David Meger Luis Villaseñor-Pineda Roberto Calandra Jitendra Malik Adriana Romero M. Drozdzal 189 55 0 20 Jul 2021
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction from Video Data Yuan-Ting Hu Jiahong Wang Raymond A. Yeh Alex Schwing 133 42 0 18 May 2021
gradSim: Differentiable simulation for system identification and visuomotor control Krishna Murthy Jatavallabhula Lukasz Wawrzyniak Florian Golemo Vikram S. Voleti Petrini ... Erleben Liam Paull Florian Shkurti Derek Nowrouzezahrai Sanja Fidler 133 113 0 06 Apr 2021
Holistic 3D Scene Understanding from a Single Image with Implicit RepresentationComputer Vision and Pattern Recognition (CVPR), 2021 Cheng Zhang Zhaopeng Cui Yinda Zhang B. Zeng Marc Pollefeys Shuaicheng Liu 224 123 0 11 Mar 2021
Shelf-Supervised Mesh Prediction in the WildComputer Vision and Pattern Recognition (CVPR), 2021 Yufei Ye Shubham Tulsiani Abhinav Gupta 286 79 0 11 Feb 2021
Absolute 3D Pose Estimation and Length Measurement of Severely Deformed Fish from Monocular Videos in Longline FishingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 J. Mei Lei Li S. Romain Craig S. Rose Braden Moore Kelsey Magrane 63 6 0 09 Feb 2021
Primal-Dual Mesh Convolutional Neural NetworksNeural Information Processing Systems (NeurIPS), 2020 Francesco Milano Antonio Loquercio Antoni Rosinol Davide Scaramuzza Luca Carlone 3DPC AI4CE 176 104 0 23 Oct 2020
GAMesh: Guided and Augmented Meshing for Deep Point NetworksInternational Conference on 3D Vision (3DV), 2020 Nitin Agarwal M. Gopi 3DPC 3DGS 296 4 0 19 Oct 2020
MeshMVS: Multi-View Stereo Guided Mesh ReconstructionInternational Conference on 3D Vision (3DV), 2020 Rakesh Shrestha Zhiwen Fan Qingkun Su Zuozhuo Dai Siyu Zhu P. Tan 3DV 202 11 0 17 Oct 2020
Interactive Annotation of 3D Object Geometry using 2D Scribbles Tianchang Shen Jun Gao Amlan Kar Sanja Fidler 3DV 178 17 0 24 Aug 2020
Self-Sampling for Neural Point Cloud Consolidation G. Metzer Rana Hanocka Raja Giryes Daniel Cohen-Or 3DPC 216 38 0 14 Aug 2020
Attention-based 3D Object Reconstruction from a Single ImageIEEE International Joint Conference on Neural Network (IJCNN), 2020 A. Salvi Nathan Gavenski E. Pooch Felipe Tasoniero Rodrigo C. Barros 3DV 131 11 0 11 Aug 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision Nicolai Häni Selim Engin Jun-Jee Chao Volkan Isler 3DV 214 0 0 30 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 145 91 0 21 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 343 1,037 0 16 Jul 2020
3D Shape Reconstruction from Vision and TouchNeural Information Processing Systems (NeurIPS), 2020 Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 251 79 0 07 Jul 2020
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion Yujin Chen Zhigang Tu Di Kang Ruizhi Chen Linchao Bao Zhengyou Zhang Junsong Yuan 3DH 237 73 0 28 Jun 2020
Differentiable Rendering: A Survey Hiroharu Kato D. Beker Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DH 3DV 244 197 0 22 Jun 2020
Geodesic-HOF: 3D Reconstruction Without Cutting CornersAAAI Conference on Artificial Intelligence (AAAI), 2020 ZiYun Wang E. Mitchell Volkan Isler Daniel D. Lee 142 2 0 14 Jun 2020
3D Reconstruction of Novel Object Shapes from Single ImagesInternational Conference on 3D Vision (3DV), 2020 Anh Thai Stefan Stojanov V. Upadhya James M. Rehg 3DV 271 33 0 14 Jun 2020
STD-Net: Structure-preserving and Topology-adaptive Deformation Network for 3D Reconstruction from a Single Image Aihua Mao Canglan Dai Lin Gao Ying He Yong Liu 3DV 3DPC 106 2 0 07 Mar 2020
Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function NetworksInternational Conference on Information Photonics (ICIP), 2019 ZiYun Wang Volkan Isler Daniel D. Lee 106 5 0 18 Dec 2019
Local Deep Implicit Functions for 3D Shape Kyle Genova Forrester Cole Avneesh Sud Aaron Sarna Thomas Funkhouser 3DV 3DPC 227 50 0 12 Dec 2019
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research Krishna Murthy Jatavallabhula Edward James Smith Jean-Francois Lafleche Clement Fuji-Tsang Artem Rozantsev Wenzheng Chen Tommy Xiang Rev Lebaredian Sanja Fidler 3DPC AI4CE 224 135 0 12 Nov 2019
Learning to Predict 3D Objects with an Interpolation-based Differentiable RendererNeural Information Processing Systems (NeurIPS), 2019 Wenzheng Chen Jun Gao Huan Ling Edward James Smith J. Lehtinen Alec Jacobson Sanja Fidler 3DH 3DV 398 374 0 03 Aug 2019
Learning to Dress 3D People in Generative Clothing Qianli Ma Jinlong Yang Anurag Ranjan S. Pujades Gerard Pons-Moll Siyu Tang Michael J. Black 3DH 148 13 0 31 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object RepresentationsInternational Conference on Learning Representations (ICLR), 2019 E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 141 22 0 24 Jul 2019
DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation NetworkIEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019 Yifan Wang Z. Zhong Jing Hua 106 58 0 22 Jul 2019
Graph Element Networks: adaptive, structured computation and memory Ferran Alet Adarsh K. Jeewajee Maria Bauzá Alberto Rodriguez Tomas Lozano-Perez L. Kaelbling AI4CE GNN 301 86 0 18 Apr 2019

Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from
single-view 2D projections

113

0

09 Jul 2024

Neural deformation fields for template-based reconstruction of cortical surfaces from MRI

Fabian Bongratz

Anne-Marie Rickmann

Christian Wachinger

304

17

0

23 Jan 2024

TouchSDF: A DeepSDF Approach for 3D Shape Reconstruction using Vision-Based Tactile SensingIEEE Robotics and Automation Letters (RA-L), 2023

225

27

0

21 Nov 2023

Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface ReconstructionInternational Conference on Learning Representations (ICLR), 2023

282

7

0

27 May 2023

End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh ReconstructionIEEE International Symposium on Biomedical Imaging (ISBI), 2023

Samuel Kadoury

85

0

13 Mar 2023

Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and ManipulationACM Transactions on Graphics (TOG), 2023

186

22

0

01 Feb 2023

Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common ApproachesIEEE International Joint Conference on Neural Network (IJCNN), 2022

203

13

0

20 Dec 2022

Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha MaskInternational Symposium on Visual Computing (ISVC), 2022

Gaétan Landreau

M. Tamaazousti

97

0

17 Oct 2022

Flow-based GAN for 3D Point Cloud Generation from a Single ImageBritish Machine Vision Conference (BMVC), 2022

168

9

0

08 Oct 2022

Neural Volumetric Mesh Generator

116

9

0

06 Oct 2022

Mastering Spatial Graph Prediction of Road NetworksIEEE International Conference on Computer Vision (ICCV), 2022

178

3

0

03 Oct 2022

Neural Wavelet-domain Diffusion for 3D Shape GenerationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022

229

149

0

19 Sep 2022