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Learning 3D Shape Completion under Weak Supervision

18 May 2018

Papers citing "Learning 3D Shape Completion under Weak Supervision"

50 / 55 papers shown

Title
Toward Patient-specific Partial Point Cloud to Surface Completion for Pre- to Intra-operative Registration in Image-guided Liver InterventionsAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2025 Nakul Poudel Zixin Yang K. Merrell R. Simon Cristian A. Linte 168 1 0 26 May 2025
HERB: Human-augmented Efficient Reinforcement learning for Bin-packing Gojko Perovic Nuno Ferreira Duarte Atabak Dehban Gonçalo Teixeira Egidio Falotico J. Santos-Victor OffRL 101 0 0 23 Apr 2025
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene Understanding Yuchen Rao Stefan Ainetter Sinisa Stekovic Vincent Lepetit Friedrich Fraundorfer 3DPC 3DV 1.1K 0 0 18 Apr 2025
SPAC-Net: Rethinking Point Cloud Completion with Structural PriorIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 Zizhao Wu Jian Shi X. Deng Cheng Zhang Genfu Yang Ming Zeng Yunhai Wang 3DPC 147 4 0 22 Nov 2024
SSL-NBV: A Self-Supervised-Learning-Based Next-Best-View algorithm for Efficient 3D Plant Reconstruction by a RobotComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2024 Jianchao Ci Eldert J. van Henten Xin Wang A. K. Burusa Gert Kootstra 129 5 0 02 Oct 2024
VP-LLM: Text-Driven 3D Volume Completion with Large Language Models through Patchification Jianmeng Liu Yichen Liu Yuyao Zhang Zeyuan Meng Yu-Wing Tai Chi-Keung Tang 196 0 0 08 Jun 2024
Pushing Auto-regressive Models for 3D Shape Generation at Capacity and Scalability Xue-Qing Qian Yu Wang Simian Luo Yinda Zhang Ying Tai ... Xiangyang Xue Bo Zhao Tiejun Huang Yunsheng Wu Yanwei Fu 228 7 0 19 Feb 2024
Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D EnvironmentsComputer Vision and Pattern Recognition (CVPR), 2023 Liyuan Zhu Shengyu Huang Konrad Schindler Iro Armeni 276 14 0 14 Dec 2023
Template Free Reconstruction of Human-object Interaction with Procedural Interaction GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Xianghui Xie Bharat Lal Bhatnagar J. E. Lenssen Gerard Pons-Moll 3DH 401 22 0 12 Dec 2023
DiffCAD: Weakly-Supervised Probabilistic CAD Model Retrieval and Alignment from an RGB ImageACM Transactions on Graphics (TOG), 2023 Daoyi Gao Dávid Rozenberszki Stefan Leutenegger Angela Dai DiffM 223 25 0 30 Nov 2023
3D Teeth Reconstruction from Panoramic Radiographs using Neural Implicit FunctionsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Sihwa Park Seongjun Kim In-Seok Song Seung Jun Baek 115 5 0 28 Nov 2023
Combining Shape Completion and Grasp Prediction for Fast and Versatile Grasping with a Multi-Fingered HandIEEE-RAS International Conference on Humanoid Robots (Humanoids), 2023 Matthias Humt Dominik Winkelbauer Ulrich Hillenbrand Berthold Bäuml 173 7 0 31 Oct 2023
GA-Sketching: Shape Modeling from Multi-View Sketching with Geometry-Aligned Deep Implicit Functions Jie Zhou Zhongjin Luo Qian Yu Xiaoguang Han Hongbo Fu 3DV 208 7 0 12 Sep 2023
Pushing the Limits of 3D Shape Generation at Scale Wang Yu Xuelin Qian Jingyang Huo Tiejun Huang Bo Zhao Yanwei Fu 261 12 0 20 Jun 2023
Point-Cloud Completion with Pretrained Text-to-image Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023 Yoni Kasten Ohad Rahamim Gal Chechik 231 37 0 18 Jun 2023
Sketch2Stress: Sketching with Structural Stress AwarenessIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023 Deng Yu Chufeng Xiao Manfred Lau Hongbo Fu 170 2 0 09 Jun 2023
Analysis of Sampling Strategies for Implicit 3D ReconstructionInternational Conference on Virtual Reality (ICVR), 2023 Qiang Liu Xi Yang 3DPC 193 0 0 08 Apr 2023
Virtually increasing the measurement frequency of LIDAR sensor utilizing a single RGB camera Zoltán Rózsa T. Szirányi 224 1 0 10 Feb 2023
Learning Physically Realizable Skills for Online Packing of General 3D ShapesACM Transactions on Graphics (TOG), 2022 Hang Zhao Zherong Pan Yang Yu Kai Xu OffRL 168 22 0 05 Dec 2022
DeepJoin: Learning a Joint Occupancy, Signed Distance, and Normal Field Function for Shape RepairACM Transactions on Graphics (TOG), 2022 N. Lamb Sean Banerjee N. Banerjee 3DV 242 9 0 22 Nov 2022
Vitruvio: 3D Building Meshes via Single Perspective Sketches Alberto Tono Heyaojing Huang Ashwin Agrawal Martin Fischer 206 5 0 24 Oct 2022
DeepMend: Learning Occupancy Functions to Represent Shape for RepairEuropean Conference on Computer Vision (ECCV), 2022 N. Lamb Sean Banerjee N. Banerjee 246 12 0 11 Oct 2022
Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant RepresentationsIEEE International Conference on Robotics and Automation (ICRA), 2022 Chengxuan Lin Tung-I Chen Hsin-Ying Lee Wen-Chin Chen Winston H. Hsu 3DPC 180 13 0 05 Oct 2022
PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen CategoriesNeural Information Processing Systems (NeurIPS), 2022 Yuchen Rao Y. Nie Angela Dai 3DPC 3DV 191 22 0 10 Jun 2022
Towards Robust 3D Object Recognition with Dense-to-Sparse Deep Domain Adaptation P. Murali Cong Wang R. Dahiya Mohsen Kaboli 3DPC 116 5 0 07 May 2022
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural RepresentationComputer Vision and Pattern Recognition (CVPR), 2022 Wenbo Zhao Xianming Liu Zhiwei Zhong Junjun Jiang Wei-Nan Gao Ge Li Xiangyang Ji 3DPC SSL 167 53 0 18 Apr 2022
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware UpsamplingGraphical Models (GM), 2021 Ren Li Bo Wang Xuefei Liu Ling-Xiao Zhang Lin Gao 161 11 0 21 Dec 2021
PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation Mohsen Yavartanoo Shih-Hsuan Hung Reyhaneh Neshatavar Yue Zhang Kyoung Mu Lee 129 20 0 15 Oct 2021
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface ReconstructionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 Zixiong Wang Pengfei Wang Pengshuai Wang Qiujie Dong Junjie Gao Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 334 23 0 09 Sep 2021
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-drivingJournal of Grid Computing (J. Grid Comput.), 2021 Jingzhi Tu Gang Mei F. Piccialli 3DPC 155 2 0 01 Sep 2021
3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces Mohsen Yavartanoo Jaeyoung Chung Reyhaneh Neshatavar Kyoung Mu Lee 3DV 177 18 0 19 Aug 2021
Correspondence-Free Point Cloud Registration with SO(3)-Equivariant Implicit Shape RepresentationsConference on Robot Learning (CoRL), 2021 Minghan Zhu Maani Ghaffari H. Peng 3DPC 291 37 0 21 Jul 2021
Multimodal Shape Completion via IMLE H. Arora Saurabh Mishra Shichong Peng Ke Li Ali Mahdavi-Amiri 3DPC 203 4 0 30 Jun 2021
Denoise and Contrast for Category Agnostic Shape CompletionComputer Vision and Pattern Recognition (CVPR), 2021 A. Alliegro D. Valsesia Giulia Fracastoro E. Magli Tatiana Tommasi 3DPC 218 40 0 30 Mar 2021
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the WildIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Shivam Duggal Zihao Wang Wei-Chiu Ma S. Manivasagam Justin Liang Shenlong Wang R. Urtasun 3DV 256 25 0 18 Jan 2021
Semantic Scene Completion using Local Deep Implicit Functions on LiDAR DataIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Christoph B. Rist David Emmerichs Markus Enzweiler D. Gavrila 3DPC 3DV 287 102 0 18 Nov 2020
Monocular Differentiable Rendering for Self-Supervised 3D Object Detection D. Beker Hiroharu Kato Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DPC MDE 194 43 0 30 Sep 2020
Cranial Implant Prediction using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement Amirhossein Bayat Antonio Terpin A. Kilian Jurgen T. Liechtenstein Jan S. Kirschke Bjoern Menze 206 10 0 22 Sep 2020
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations E. Tretschk A. Tewari Vladislav Golyanik Michael Zollhöfer Carsten Stoll Christian Theobalt 3DPC 3DH 3DV 185 114 0 04 Aug 2020
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the WildEuropean Conference on Computer Vision (ECCV), 2020 Jason Y. Zhang Sam Pepose Hanbyul Joo Deva Ramanan Jitendra Malik Angjoo Kanazawa 331 160 0 30 Jul 2020
A Baseline Approach for AutoImplant: the MICCAI 2020 Cranial Implant Design Challenge Jianning Li Antonio Pepe Christina Schwarz-Gsaxner G. Campe Jan Egger 146 43 0 22 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 279 33 0 14 Jun 2020
GFPNet: A Deep Network for Learning Shape Completion in Generic Fitted PrimitivesIEEE Robotics and Automation Letters (RA-L), 2020 Tiberiu T. Cocias Alexandru Razvant Sorin Grigorescu 3DPC 172 5 0 03 Jun 2020
Learning Pose-invariant 3D Object Reconstruction from Single-view ImagesNeurocomputing (Neurocomputing), 2020 Bo Peng Wei Wang Jing Dong Tieniu Tan 3DV 197 12 0 03 Apr 2020
Multimodal Shape Completion via Conditional Generative Adversarial NetworksEuropean Conference on Computer Vision (ECCV), 2020 Rundi Wu Xuelin Chen Yixin Zhuang Baoquan Chen 3DPC 257 93 0 17 Mar 2020
Triangle-Net: Towards Robustness in Point Cloud LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Chenxi Xiao J. Wachs 3DH 3DPC 190 37 0 27 Feb 2020
Meshlet Priors for 3D Mesh ReconstructionComputer Vision and Pattern Recognition (CVPR), 2020 Abhishek Badki Orazio Gallo Jan Kautz P. Sen 263 46 0 06 Jan 2020
InSphereNet: a Concise Representation and Classification Method for 3D ObjectConference on Multimedia Modeling (MMM), 2019 H. Cao Haikuan Du Siyu Zhang Shen Cai 3DPC 182 9 0 25 Dec 2019
Morphing and Sampling Network for Dense Point Cloud CompletionAAAI Conference on Artificial Intelligence (AAAI), 2019 Minghua Liu Lu Sheng Sheng Yang Jing Shao Shimin Hu 3DPC 290 344 0 30 Nov 2019
DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere TracingComputer Vision and Pattern Recognition (CVPR), 2019 Gangyan Zeng Yinda Zhang Songyou Peng Boxin Shi Marc Pollefeys Zhaopeng Cui 289 304 0 29 Nov 2019