Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision

1 December 2016

Papers citing "Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision"

50 / 155 papers shown

Title
2D-3D Attention and Entropy for Pose Robust 2D Facial Recognition J. Brennan Peace Shuowen Hu B. Riggan CVBM 38 0 0 14 May 2025
Real-time Capable Learning-based Visual Tool Pose Correction via Differentiable Simulation Shuyuan Yang Zonghe Chua 31 0 0 13 May 2025
S2MNet: Speckle-To-Mesh Net for Three-Dimensional Cardiac Morphology Reconstruction via Echocardiogram Xilin Gong Yongkai Chen Shushan Wu Fang Wang Ping Ma Wenxuan Zhong 34 0 0 09 May 2025
RayZer: A Self-supervised Large View Synthesis Model Hanwen Jiang Hao Tan Peng Wang Haian Jin Yue Zhao ... Kai Zhang Fujun Luan Kalyan Sunkavalli Qixing Huang Georgios Pavlakos 70 0 0 01 May 2025
Prof. Robot: Differentiable Robot Rendering Without Static and Self-Collisions Quanyuan Ruan Jiabao Lei Wenhao Yuan Y. Zhang Dekun Lu Guiliang Liu Kui Jia 77 0 0 14 Mar 2025
Glissando-Net: Deep sinGLe vIew category level poSe eStimation ANd 3D recOnstruction Bo Sun Hao Kang Li Guan Haoxiang Li Philippos Mordohai Gang Hua 54 1 0 28 Jan 2025
Rasterized Edge Gradients: Handling Discontinuities Differentiably Stanislav Pidhorskyi Tomas Simon Gabriel Schwartz He Wen Yaser Sheikh Jason M. Saragih 3DH 43 4 0 03 May 2024
S4C: Self-Supervised Semantic Scene Completion with Neural Fields Adrian Hayler Felix Wimbauer Dominik Muhle Christian Rupprecht Daniel Cremers 33 22 0 11 Oct 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 78 31 0 27 Aug 2023
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view Hanbyel Cho Yooshin Cho Jaesung Ahn Junmo Kim 3DH 29 16 0 30 Jun 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
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis Meng You Junhui Hou 27 8 0 04 Apr 2023
VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion Yiming Li Zhiding Yu Chris Choy Chaowei Xiao J. Álvarez Sanja Fidler Chen Feng Anima Anandkumar ViT 34 213 0 23 Feb 2023
Self-supervised learning of object pose estimation using keypoint prediction Zahra Gharaee Felix Järemo Lawin Per-Erik Forssén 3DPC 36 1 0 14 Feb 2023
Generative-Contrastive Learning for Self-Supervised Latent Representations of 3D Shapes from Multi-Modal Euclidean Input Chengzhi Wu Julius Pfrommer Mingyuan Zhou Jürgen Beyerer SSL 33 5 0 11 Jan 2023
Few-View Object Reconstruction with Unknown Categories and Camera Poses Hanwen Jiang Zhenyu Jiang Kristen Grauman Yuke Zhu 37 42 0 08 Dec 2022
Diffusion-SDF: Text-to-Shape via Voxelized Diffusion Muheng Li Yueqi Duan Jie Zhou Jiwen Lu DiffM 47 121 0 06 Dec 2022
Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests Christopher Beckham Martin Weiss Florian Golemo S. Honari Derek Nowrouzezahrai C. Pal 28 7 0 03 Dec 2022
ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields Octave Mariotti Oisin Mac Aodha Hakan Bilen 49 2 0 01 Dec 2022
Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha Mask Gaétan Landreau M. Tamaazousti 24 0 0 17 Oct 2022
Towards Efficient Neural Scene Graphs by Learning Consistency Fields Yeji Song Chaerin Kong Seoyoung Lee Nojun Kwak Joonseok Lee 68 6 0 09 Oct 2022
StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks Hongyu Li Zechao Li Neset Unver Akmandor Huaizu Jiang Yanzhi Wang T. Padır 38 11 0 18 Sep 2022
Neural Novel Actor: Learning a Generalized Animatable Neural Representation for Human Actors Yiming Wang Qingzhe Gao Libin Liu Lingjie Liu Christian Theobalt Bin Chen 3DH 30 23 0 25 Aug 2022
Deforming Radiance Fields with Cages Tianhan Xu Tatsuya Harada 3DH AI4CE 40 89 0 25 Jul 2022
Structural Causal 3D Reconstruction Weiyang Liu Zhen Liu Liam Paull Adrian Weller Bernhard Schölkopf 3DV CML 42 13 0 20 Jul 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 50 250 0 07 Mar 2022
Perspective Transformation Layer Nishant Khatri Agnibh Dasgupta Yucong Shen Xinru Zhong F. Shih 33 3 0 14 Jan 2022
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 37 67 0 09 Dec 2021
HumanNeRF: Efficiently Generated Human Radiance Field from Sparse Inputs Fuqiang Zhao Wei Yang Jiakai Zhang Pei-Ying Lin Yingliang Zhang Jingyi Yu Lan Xu 3DH 87 110 0 06 Dec 2021
Self-Supervised Point Cloud Completion via Inpainting Himangi Mittal Brian Okorn Arpit Jangid David Held SSL 3DPC 20 19 0 21 Nov 2021
Novel View Synthesis from a Single Image via Unsupervised learning Bingzheng Liu Jianjun Lei Bo Peng Chuanbo Yu Wanqing Li N. Ling 30 1 0 29 Oct 2021
Differentiable Rendering with Perturbed Optimizers Quentin Le Lidec Ivan Laptev Cordelia Schmid Justin Carpentier 30 15 0 18 Oct 2021
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 159 218 0 12 Oct 2021
Multi-Head ReLU Implicit Neural Representation Networks Arya Aftab Alireza Morsali 42 11 0 07 Oct 2021
SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction I. Laradji P. Rodríguez David Vazquez Derek Nowrouzezahrai 3DV 26 3 0 21 Aug 2021
STR-GQN: Scene Representation and Rendering for Unknown Cameras Based on Spatial Transformation Routing Wen-Cheng Chen Min-Chun Hu Chu-Song Chen 22 6 0 06 Aug 2021
Deep Portrait Lighting Enhancement with 3D Guidance Fangzhou Han Can Wang H. Du Jing Liao 3DV 3DH 36 3 0 04 Aug 2021
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction Eduard Ramon G. Triginer Janna Escur Albert Pumarola Jaime García Xavier Giró-i-Nieto Francesc Moreno-Noguer 3DH 32 96 0 26 Jul 2021
Fast and Explicit Neural View Synthesis Pengsheng Guo Miguel Angel Bautista Alex Colburn Liang Yang Daniel Ulbricht J. Susskind Qi Shan 3DV 26 34 0 12 Jul 2021
CoCoNets: Continuous Contrastive 3D Scene Representations Shamit Lal Mihir Prabhudesai Ishita Mediratta Adam W. Harley Katerina Fragkiadaki SSL 3DH 3DPC 41 25 0 08 Apr 2021
Semi-supervised Viewpoint Estimation with Geometry-aware Conditional Generation Octave Mariotti Hakan Bilen GAN 34 8 0 02 Apr 2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild Philipp Henzler Jeremy Reizenstein Patrick Labatut Roman Shapovalov Tobias Ritschel Andrea Vedaldi David Novotny 3DPC 3DV 24 76 0 30 Mar 2021
Localization and Mapping using Instance-specific Mesh Models Qiaojun Feng Yue Meng Mo Shan Nikolay Atanasov 22 9 0 08 Mar 2021
Shelf-Supervised Mesh Prediction in the Wild Yufei Ye Shubham Tulsiani Abhinav Gupta 146 78 0 11 Feb 2021
3D Scattering Tomography by Deep Learning with Architecture Tailored to Cloud Fields Yael Sde-Chen Y. Schechner Vadim Holodovsky Eshkol Eytan 27 0 0 10 Dec 2020
Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path Tracing Purvi Goel L. Cohen James Guesman Vikas Thamizharasan James Tompkin Daniel E. Ritchie 16 15 0 06 Dec 2020
Online Adaptation for Consistent Mesh Reconstruction in the Wild Xueting Li Sifei Liu Shalini De Mello Kihwan Kim Xinyu Wang Ming-Hsuan Yang Jan Kautz 3DH 40 57 0 06 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 93 1,704 0 03 Dec 2020
Neural Scene Graphs for Dynamic Scenes Julian Ost Fahim Mannan Nils Thuerey Julian Knodt Felix Heide GNN OCL AI4CE 45 297 0 20 Nov 2020
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images Chen-Hsuan Lin Chaoyang Wang Simon Lucey 81 100 0 20 Oct 2020