Unsupervised Learning of Shape and Pose with Differentiable Point Clouds

22 October 2018

Alexey Dosovitskiy

Papers citing "Unsupervised Learning of Shape and Pose with Differentiable Point Clouds"

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Title
Glissando-Net: Deep sinGLe vIew category level poSe eStimation ANd 3D recOnstruction Bo Sun Hao Kang Li Guan Haoxiang Li Philippos Mordohai Gang Hua 43 1 0 28 Jan 2025
2D Gaussian Splatting for Geometrically Accurate Radiance Fields Binbin Huang Zehao Yu Anpei Chen Andreas Geiger Shenghua Gao 3DGS 99 423 0 26 Mar 2024
CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation Jingkang Wang S. Manivasagam Yun Chen Ze Yang Ioan Andrei Bârsan A. Yang Wei-Chiu Ma R. Urtasun 3DV 35 24 0 02 Nov 2023
LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs Zezhou Cheng Carlos Esteves Varun Jampani Abhishek Kar Subhransu Maji A. Makadia 29 31 0 08 Jun 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 40 1 0 22 Apr 2023
ShapeClipper: Scalable 3D Shape Learning from Single-View Images via Geometric and CLIP-based Consistency Zixuan Huang Varun Jampani Anh Thai Yuanzhen Li Stefan Stojanov James M. Rehg 3DV 27 18 0 13 Apr 2023
Self-supervised learning of object pose estimation using keypoint prediction Zahra Gharaee Felix Järemo Lawin Per-Erik Forssén 3DPC 26 1 0 14 Feb 2023
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion Lintai Wu Qijian Zhang Junhui Hou Yong-mei Xu 3DPC 30 7 0 01 Dec 2022
ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields Octave Mariotti Oisin Mac Aodha Hakan Bilen 34 2 0 01 Dec 2022
Reconstructing Hand-Held Objects from Monocular Video Di Huang Xiaopeng Ji Xingyi He He Jiaming Sun Tong He Qing Shuai Wanli Ouyang Xiaowei Zhou 3DH 24 23 0 30 Nov 2022
Boosting Point Clouds Rendering via Radiance Mapping Xiaoyang Huang Yi Zhang Bingbing Ni Teng Li Kaijin Chen Wenjun Zhang 28 12 0 27 Oct 2022
Generalizable Neural Radiance Fields for Novel View Synthesis with Transformer Dan Wang Xinrui Cui Fellow Ieee Septimiu Salcudean F. I. Z. Jane Wang ViT 24 24 0 10 Jun 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 32 71 0 23 Apr 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 25 16 0 21 Apr 2022
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction Kalyan Vasudev Alwala Abhinav Gupta Shubham Tulsiani 28 30 0 07 Apr 2022
Artemis: Articulated Neural Pets with Appearance and Motion synthesis Haimin Luo Teng Xu Yuheng Jiang Chenglin Zhou Qiwei Qiu Yingliang Zhang Wei Yang Lan Xu Jingyi Yu 3DH 22 11 0 11 Feb 2022
Self-Supervised Point Cloud Completion via Inpainting Himangi Mittal Brian Okorn Arpit Jangid David Held SSL 3DPC 18 19 0 21 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello J. Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 48 444 0 10 Nov 2021
Leveraging SE(3) Equivariance for Self-Supervised Category-Level Object Pose Estimation Xiaolong Li Yijia Weng Li Yi Leonidas J. Guibas A. L. Abbott Shuran Song He-Nan Wang 3DPC 39 53 0 30 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 26 17 0 13 Oct 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 46 449 0 01 Sep 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 28 13 0 05 Jul 2021
NeRD: Neural 3D Reflection Symmetry Detector Yichao Zhou Shichen Liu Yi-An Ma 13 25 0 19 Apr 2021
Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases Jan Bednarík Vladimir G. Kim S. Chaudhuri Shaifali Parashar Mathieu Salzmann Pascal Fua Noam Aigerman 11 8 0 14 Apr 2021
Semi-supervised Viewpoint Estimation with Geometry-aware Conditional Generation Octave Mariotti Hakan Bilen GAN 21 8 0 02 Apr 2021
An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering Nikola Zubić Pietro Lió 3DV 14 17 0 05 Mar 2021
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion Chulin Xie Chuxin Wang Bo Zhang Hao-Yu Yang Dong Chen Fang Wen 3DPC 29 82 0 03 Mar 2021
Mixture of Volumetric Primitives for Efficient Neural Rendering Stephen Lombardi Tomas Simon Gabriel Schwartz Michael Zollhoefer Yaser Sheikh Jason M. Saragih 3DH 31 290 0 02 Mar 2021
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 23 319 0 26 Oct 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 18 39 0 30 Sep 2020
Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images Jiahui Lei Srinath Sridhar Paul Guerrero Minhyuk Sung Niloy Mitra Leonidas J. Guibas 3DV 25 29 0 18 Aug 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 46 39 0 22 Jul 2020
Shape and Viewpoint without Keypoints Shubham Goel Angjoo Kanazawa Jitendra Malik 3DV 89 108 0 21 Jul 2020
AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation Xiaofeng Liu Tong Che Yiqun Lu Chao Yang Site Li J. You 3DV 41 21 0 13 Jul 2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction Yichao Zhou Shichen Liu Yi-An Ma 3DV 16 7 0 17 Jun 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurélien Lucchi 19 62 0 13 Jun 2020
Lagrangian Neural Style Transfer for Fluids Byungsoo Kim Vinicius Azevedo Markus Gross B. Solenthaler 22 37 0 02 May 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 19 329 0 08 Apr 2020
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas J. Guibas 14 68 0 21 Mar 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 46 32 0 12 Mar 2020
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 24 467 0 18 Dec 2019
Learning to Infer Implicit Surfaces without 3D Supervision Shichen Liu Shunsuke Saito Weikai Chen Hao Li 3DV 13 197 0 02 Nov 2019
Toward 3D Object Reconstruction from Stereo Images Haozhe Xie H. Yao Shangchen Zhou Shengping Zhang Xiaoshuai Sun Wenxiu Sun 3DV 15 20 0 18 Oct 2019
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer Wenzheng Chen Jun Gao Huan Ling Edward James Smith J. Lehtinen Alec Jacobson Sanja Fidler 3DH 3DV 14 361 0 03 Aug 2019
Differentiable Surface Splatting for Point-based Geometry Processing Yifan Wang Felice Serena Shihao Wu Cengiz Öztireli O. Sorkine-Hornung 3DPC 19 291 0 10 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 47 1,264 0 04 Jun 2019
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction Qiangeng Xu Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DH 3DV 9 558 0 26 May 2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning Shichen Liu Tianye Li Weikai Chen Hao Li 3DV 17 686 0 03 Apr 2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading Paul Henderson V. Ferrari 3DV 10 127 0 19 Jan 2019
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 168 1,940 0 24 Oct 2016