DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images

12 July 2020

Papers citing "DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images"

41 / 41 papers shown

Title
Sensing Surface Patches in Volume Rendering for Inferring Signed Distance Functions Sijia Jiang Tong Wu Jing Hua Zhizhong Han 3DV 183 1 0 21 Dec 2024
RatBodyFormer: Rat Body Surface from Keypoints Ayaka Higami Karin Oshima Tomoyo Isoguchi Shiramatsu Hirokazu Takahashi S. Nobuhara Ko Nishino 199 0 0 12 Dec 2024
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step Takeshi Noda C. L. P. Chen Weiqi Zhang Xinhai Liu Yuhang Liu Zhizhong Han 3DPC 142 10 0 02 Nov 2024
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors C. L. P. Chen Yu-Shen Liu Zhizhong Han 138 6 0 25 Oct 2024
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 121 3 0 26 Aug 2024
Single-image coherent reconstruction of objects and humans Sarthak Batra Partha P. Chakrabarti Simon Hadfield Armin Mustafa 3DH 109 0 0 15 Aug 2024
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 165 16 0 04 Jul 2024
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 100 14 0 25 Aug 2023
Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Zhizhong Han 173 42 0 22 Aug 2023
Search Me Knot, Render Me Knot: Embedding Search and Differentiable Rendering of Knots in 3D Aalok Gangopadhyay Paras Gupta Tarun Sharma Prajwal Singh Shanmuganathan Raman 146 2 0 17 Jul 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 131 29 0 02 Jun 2023
Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment Baorui Ma Junsheng Zhou Yu-Shen Liu Zhizhong Han FedML 106 49 0 19 May 2023
Semantic Validation in Structure from Motion Joe Rowell 95 0 0 05 Apr 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 146 31 0 25 Mar 2023
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields Anh-Quan Cao Raoul de Charette MDE 308 56 0 05 Dec 2022
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion Lintai Wu Qijian Zhang Xianqiang Lyu Yong-mei Xu 3DPC 158 11 0 01 Dec 2022
Flow-based GAN for 3D Point Cloud Generation from a Single Image Yao Wei G. Vosselman M. Yang 3DPC 136 8 0 08 Oct 2022
Fast Learning Radiance Fields by Shooting Much Fewer Rays Wenyuan Zhang Ruofan Xing Yunfan Zeng Yu-Shen Liu Kanle Shi Zhizhong Han AI4CE 128 40 0 14 Aug 2022
Single-view 3D Mesh Reconstruction for Seen and Unseen Categories Xianghui Yang Guo-Shing Lin Luping Zhou 3DV 105 22 0 04 Aug 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 138 32 0 18 Jul 2022
Learning 3D Object Shape and Layout without 3D Supervision Georgia Gkioxari Nikhila Ravi Justin Johnson SSL 70 23 0 14 Jun 2022
Differentiable Point-Based Radiance Fields for Efficient View Synthesis Qian Zhang Seung-Hwan Baek Szymon Rusinkiewicz Felix Heide 213 100 0 28 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 119 79 0 23 Apr 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors Baorui Ma Yu-Shen Liu Zhizhong Han 153 82 0 22 Apr 2022
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow Xin Wen Junsheng Zhou Yu-Shen Liu Zhen Dong Zhizhong Han 3DV 3DPC 124 55 0 29 Mar 2022
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds Tianyang Li Xin Wen Yu-Shen Liu Huapeng Su Zhizhong Han 3DPC 191 56 0 26 Mar 2022
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths Xin Wen Peng Xiang Zhizhong Han Yaru Cao Pengfei Wan Wen Zheng Yu-Shen Liu 3DPC 190 137 0 19 Feb 2022
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yaru Cao Pengfei Wan Wen Zheng Zhizhong Han 3DPC 121 75 0 18 Feb 2022
3D Structure from 2D Microscopy images using Deep Learning B. Blundell C. Sieben S. Manley E. Rosten QueeLim Chñg S. Cox 3DV 62 5 0 14 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 199 17 0 13 Oct 2021
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yan-Pei Cao Pengfei Wan Wen Zheng Zhizhong Han ViT 3DPC 185 257 0 10 Aug 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching Chao Chen Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 107 40 0 08 Aug 2021
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 181 9 0 08 Aug 2021
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words Chuan Tang Xi Yang Bojian Wu Zhizhong Han Yi Chang 3DPC 133 13 0 05 Jul 2021
Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region CodingComputer Vision and Pattern Recognition (CVPR), 2025 Xin Wen Zhizhong Han Yan-Pei Cao Pengfei Wan Wen Zheng Yu-Shen Liu 3DPC 133 95 0 14 Mar 2021
Curiosity-driven 3D Object Detection Without Labels David J. Griffiths Jan Boehm Tobias Ritschel 3DPC 112 1 0 02 Dec 2020
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto SurfacesInternational Conference on Machine Learning (ICML), 2024 Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 187 180 0 26 Nov 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 299 32 0 12 Mar 2020
Toward 3D Object Reconstruction from Stereo Images Haozhe Xie Huanjin Yao Shangchen Zhou Shengping Zhang Xiaoshuai Sun Wenxiu Sun 3DV 115 20 0 18 Oct 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware Capsules Xin Wen Zhizhong Han Xinhai Liu Yu-Shen Liu 3DPC 128 38 0 29 Aug 2019
ShapeCaptioner: Generative Caption Network for 3D Shapes by Learning a Mapping from Parts Detected in Multiple Views to Sentences Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 3DPC 112 49 0 31 Jul 2019