Unsupervised 3d Shape Reconstruction By

May 22, 2026
Media Summary: Introducing "Self-supervised Single-view 3D Supplemental video for my Eurographics 2014 short paper " Authors: Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal, Alla Sheffer Description:

Unsupervised 3d Shape Reconstruction By - Detailed Analysis & Overview

Introducing "Self-supervised Single-view 3D Supplemental video for my Eurographics 2014 short paper " Authors: Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal, Alla Sheffer Description: ... and Computer Vision 2021 (AICV2021) Paper Abstract: Single-view The paper is accepted to CVPR 2021. Project page: arXiv: ... 2021.02.24 P-AMI Weekly Seminar [Reviewed Paper] Do 2D GANs know 3D shape?

Geonho Cha, Minsik Lee, and Songhwai Oh, " Authors: Xiaowei Dai (Sichuan University)*; Shuiwang Li (Guilin University of Technology); Qijun Zhao (Sichuan University); ... Authors: Shangzhe Wu, Christian Rupprecht, Andrea Vedaldi Description: We propose a method to learn Keyang Zhou, Bharat Lal Bhatnagar, Gerard Pons-Moll This is a 5 min talk on our recent work, AutoSDF: CVPR 2022 paper on "Topologically-Aware Deformation Fields for Single-View

In this video we demonstrate a novel neural architecture that leverages local and global image features to accurately reconstruct ...

Photo Gallery

Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly
Self-supervised Single-view 3D Reconstruction via Semantic Consistency
Unsupervised 3D reconstruction of small rocks from a single 2D image - Eurographics 2014
Self-supervised Single-view 3D Reconstruction via Semantic Consistency
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction
Style2NeRF: An Unsupervised One-Shot NeRF for Semantic 3D Reconstruction
Single-View 3D Mesh Reconstruction and Generation
[CVPR 2021] Unsupervised 3D Shape Completion through GAN Inversion
Talk: Learning to Reconstruct Shapes from Unseen Classes (NeurIPS 2018 Oral)
Unsupervised 3D Shape Reconstruction from 2D GANs [20210224, KimJunseong]
ISPL seminar, 210616, Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image G
Unsupervised 3D Reconstruction Networks

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Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly

Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly

Unsupervised 3D Shape Reconstruction by

Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Introducing "Self-supervised Single-view 3D

Unsupervised 3D reconstruction of small rocks from a single 2D image - Eurographics 2014

Unsupervised 3D reconstruction of small rocks from a single 2D image - Eurographics 2014

Supplemental video for my Eurographics 2014 short paper "

Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Project website: https://sites.google.com/view/unsup-mesh/

Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction

Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction

Authors: Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal, Alla Sheffer Description:

Style2NeRF: An Unsupervised One-Shot NeRF for Semantic 3D Reconstruction

Style2NeRF: An Unsupervised One-Shot NeRF for Semantic 3D Reconstruction

Style2NeRF is an

Single-View 3D Mesh Reconstruction and Generation

Single-View 3D Mesh Reconstruction and Generation

... and Computer Vision 2021 (AICV2021) Paper Abstract: Single-view

[CVPR 2021] Unsupervised 3D Shape Completion through GAN Inversion

[CVPR 2021] Unsupervised 3D Shape Completion through GAN Inversion

The paper is accepted to CVPR 2021. Project page: https://junzhezhang.github.io/projects/ShapeInversion/ arXiv: ...

Talk: Learning to Reconstruct Shapes from Unseen Classes (NeurIPS 2018 Oral)

Talk: Learning to Reconstruct Shapes from Unseen Classes (NeurIPS 2018 Oral)

...

Unsupervised 3D Shape Reconstruction from 2D GANs [20210224, KimJunseong]

Unsupervised 3D Shape Reconstruction from 2D GANs [20210224, KimJunseong]

2021.02.24 P-AMI Weekly Seminar [Reviewed Paper] Do 2D GANs know 3D shape?

ISPL seminar, 210616, Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image G

ISPL seminar, 210616, Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image G

Paper title: Do 2D GANs Know 3D Shape?

Unsupervised 3D Reconstruction Networks

Unsupervised 3D Reconstruction Networks

Geonho Cha, Minsik Lee, and Songhwai Oh, "

Unsupervised 3D Animal Canonical Pose Estimation with Geometric Self-Supervision

Unsupervised 3D Animal Canonical Pose Estimation with Geometric Self-Supervision

Authors: Xiaowei Dai (Sichuan University)*; Shuiwang Li (Guilin University of Technology); Qijun Zhao (Sichuan University); ...

Unsupervised Learning of Probably Symmetric Deformable 3D Objects From Images in the Wild

Unsupervised Learning of Probably Symmetric Deformable 3D Objects From Images in the Wild

Authors: Shangzhe Wu, Christian Rupprecht, Andrea Vedaldi Description: We propose a method to learn

Toward Realistic Single-View 3D Object Reconstruction w. Unsupervised Learning from Multiple Images

Toward Realistic Single-View 3D Object Reconstruction w. Unsupervised Learning from Multiple Images

(ICCV 2021) Toward Realistic Single-View

Unsupervised Shape and Pose Disentanglement for 3D Meshes [short video]

Unsupervised Shape and Pose Disentanglement for 3D Meshes [short video]

Keyang Zhou, Bharat Lal Bhatnagar, Gerard Pons-Moll

CVPR 2022 AutoSDF: Shape Priors for 3D Completion, Reconstruction, and Generation.

CVPR 2022 AutoSDF: Shape Priors for 3D Completion, Reconstruction, and Generation.

This is a 5 min talk on our recent work, AutoSDF:

CVPR 2022: Deformable Implicit 3D Reconstruction from a Single 2D Image

CVPR 2022: Deformable Implicit 3D Reconstruction from a Single 2D Image

CVPR 2022 paper on "Topologically-Aware Deformation Fields for Single-View

Learning Implicitly from Spatial Transformers for Single-View 3D Reconstruction

Learning Implicitly from Spatial Transformers for Single-View 3D Reconstruction

In this video we demonstrate a novel neural architecture that leverages local and global image features to accurately reconstruct ...

An example of dynamic 3D shape reconstruction

An example of dynamic 3D shape reconstruction

This is an example of dynamic