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Unsupervised Learning of 3D Structure from Images

3 July 2016

Danilo Jimenez Rezende

Papers citing "Unsupervised Learning of 3D Structure from Images"

50 / 225 papers shown

Title
Dual-Camera All-in-Focus Neural Radiance Fields Xianrui Luo Zijin Wu Juewen Peng Huiqiang Sun Zhiguo Cao Guosheng Lin VGen 134 0 0 23 Apr 2025
Point Cloud to Mesh Reconstruction: A Focus on Key Learning-Based Paradigms Fatima Zahra Iguenfer Achraf Hsain Hiba Amissa Yousra Chtouki 3DV 3DPC 168 0 0 14 Dec 2024
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey Amer Essakine Yanqi Cheng Chun-Wun Cheng Lipei Zhang Zhongying Deng Lei Zhu Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 109 11 0 06 Nov 2024
PASTA: Controllable Part-Aware Shape Generation with Autoregressive Transformers Songlin Li Despoina Paschalidou Leonidas Guibas 110 2 0 18 Jul 2024
Dynamic Neural Radiance Field From Defocused Monocular Video Xianrui Luo Huiqiang Sun Juewen Peng Zhiguo Cao VGen 109 3 0 08 Jul 2024
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers Yawar Siddiqui A. Alliegro Alexey Artemov Tatiana Tommasi Daniele Sirigatti Vladislav Rosov Angela Dai Matthias Nießner 70 133 0 27 Nov 2023
3DMiner: Discovering Shapes from Large-Scale Unannotated Image Datasets Ta-Ying Cheng Matheus Gadelha Soeren Pirk Thibault Groueix Radom´ır M˘ech Andrew Markham Niki Trigoni 3DV 90 0 0 29 Oct 2023
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image Ding Liu Xiang Yu Meng Ye Qilong Zhangli Zhuowei Li Zhixing Zhang Dimitris N. Metaxas ViT 86 9 0 22 Sep 2023
Exploiting Multiple Priors for Neural 3D Indoor Reconstruction Federico Lincetto Gianluca Agresti Mattia Rossi Pietro Zanuttigh 3DV 104 1 0 13 Sep 2023
Neural Vector Fields: Generalizing Distance Vector Fields by Codebooks and Zero-Curl Regularization Xianghui Yang Guosheng Lin Zhenghao Chen Luping Zhou 108 2 0 04 Sep 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 303 31 0 27 Aug 2023
Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling Vaidotas Šimkus Michael U. Gutmann BDL DRL 54 3 0 17 Aug 2023
A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction Sanchar Palit S. Biswas 78 0 0 17 Aug 2023
Sketch-A-Shape: Zero-Shot Sketch-to-3D Shape Generation Aditya Sanghi P. Jayaraman Arianna Rampini Joseph Lambourne Hooman Shayani Evan Atherton Saeid Asgari Taghanaki 3DV 97 15 0 08 Jul 2023
Contagion Effect Estimation Using Proximal Embeddings Zahra Fatemi Elena Zheleva 66 1 0 04 Jun 2023
Block-local learning with probabilistic latent representations David Kappel Khaleelulla Khan Nazeer Cabrel Teguemne Fokam Christian Mayr Anand Subramoney 91 4 0 24 May 2023
Inferring Fluid Dynamics via Inverse Rendering Jinxian Liu Ye Chen Bingbing Ni Jiyao Mao Zhenbo Yu 3DH AI4CE 65 5 0 10 Apr 2023
GINA-3D: Learning to Generate Implicit Neural Assets in the Wild Bokui Shen Xinchen Yan C. Qi Mahyar Najibi Boyang Deng Leonidas Guibas Yin Zhou Drago Anguelov 3DV 103 21 0 04 Apr 2023
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis Meng You Xianqiang Lyu 88 9 0 04 Apr 2023
Neural Volumetric Memory for Visual Locomotion Control Ruihan Yang Ge Yang Xiaolong Wang 76 56 0 03 Apr 2023
Self-Ordering Point Clouds Pengwan Yang Cees G. M. Snoek Yuki M. Asano SSL 3DPC 68 4 0 03 Apr 2023
3D-Aware Multi-Class Image-to-Image Translation with NeRFs Senmao Li Joost van de Weijer Yaxing Wang Fahad Shahbaz Khan Mei-Hwa Liu Jian Yang 99 4 0 27 Mar 2023
Neural Vector Fields: Implicit Representation by Explicit Learning Xianghui Yang Guosheng Lin Zhenghao Chen Luping Zhou AI4CE 111 18 0 08 Mar 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 97 50 0 10 Feb 2023
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DV 3DPC 143 6 0 27 Dec 2022
SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images Abdullah Hamdi Guohao Li Matthias Nießner 95 21 0 18 Dec 2022
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction Zhen Wang Shijie Zhou Jeong Joon Park Despoina Paschalidou Suya You Gordon Wetzstein Leonidas Guibas A. Kadambi 97 27 0 08 Dec 2022
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Pose Yang Fu Ishan Misra Xiaolong Wang MDE 73 9 0 13 Oct 2022
Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang Liqian Ma Oluwasanmi Koyejo Alex Schwing CVBM 3DH 84 12 0 11 Oct 2022
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View Synthesis Xingyi Li Chaoyi Hong Yiran Wang Z. Cao Ke Xian Guosheng Lin 107 19 0 29 Sep 2022
Learning A Locally Unified 3D Point Cloud for View Synthesis Meng You Mantang Guo Xianqiang Lyu Hui Liu Xianqiang Lyu 3DPC 86 3 0 12 Sep 2022
Multi-View Reconstruction using Signed Ray Distance Functions (SRDF) Pierre Zins Yuanlu Xu Edmond Boyer Stefanie Wuhrer Tony Tung 155 10 0 31 Aug 2022
DoF-NeRF: Depth-of-Field Meets Neural Radiance Fields Zijin Wu Xingyi Li Juewen Peng Hao Lu Zhiguo Cao Weicai Zhong 92 35 0 01 Aug 2022
ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model Rao Fu Xiaoyu Zhan Yiwen Chen Daniel E. Ritchie Srinath Sridhar 128 79 0 19 Jul 2022
Neural Color Operators for Sequential Image Retouching Yili Wang Xin Li K. Xu Dongliang He Qi Zhang Fu Li Errui Ding 91 14 0 17 Jul 2022
Improved $α$ -GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning Sanaz Mohammad Jafari Mucahit Cevik Ayse Basar MedIm 43 2 0 13 Jul 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 74 7 0 12 Jun 2022
Near out-of-distribution detection for low-resolution radar micro-Doppler signatures Martin Bauw Santiago Velasco-Forero Jesús Angulo C. Adnet O. Airiau OODD 88 5 0 12 May 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs G. Felhi Joseph Le Roux Djamé Seddah DRL 71 2 0 12 May 2022
GIFS: Neural Implicit Function for General Shape Representation Jianglong Ye Yuntao Chen Naiyan Wang Xinyu Wang AI4CE 3DH 125 65 0 14 Apr 2022
Primitive-based Shape Abstraction via Nonparametric Bayesian Inference Yuwei Wu Weixiao Liu Sipu Ruan Gregory Chirikjian 3DV 3DPC 92 15 0 28 Mar 2022
SingleSketch2Mesh : Generating 3D Mesh model from Sketch Nitish Bhardwaj Dhornala Bharadwaj Alpana Dubey 3DV 62 3 0 07 Mar 2022
StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 177 354 0 21 Dec 2021
3D-Aware Semantic-Guided Generative Model for Human Synthesis Jichao Zhang E. Sangineto Hao Tang Aliaksandr Siarohin Zhun Zhong N. Sebe Wei Wang 3DH 100 35 0 02 Dec 2021
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping Alexandre Boulch Pierre-Alain Langlois Gilles Puy Renaud Marlet 3DPC SSL 122 20 0 30 Nov 2021
Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views Nanbo Li Cian Eastwood Robert B. Fisher OCL 121 55 0 13 Nov 2021
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion Zihang Lai Sifei Liu Alexei A. Efros Xiaolong Wang VGen 104 31 0 06 Oct 2021
Simultaneous Object Reconstruction and Grasp Prediction using a Camera-centric Object Shell Representation Nikhil Chavan-Dafle S. Popovych Shubham Agrawal Daniel D. Lee Volkan Isler 84 9 0 14 Sep 2021
Conservative Policy Construction Using Variational Autoencoders for Logged Data with Missing Values Mahed Abroshan K. H. Yip Cem Tekin Mihaela van der Schaar CML OffRL 57 3 0 08 Sep 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 196 470 0 01 Sep 2021