Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision

24 July 2018

Papers citing "Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision"

21 / 21 papers shown

Title
Multi-View Reconstruction using Signed Ray Distance Functions (SRDF) Pierre Zins Yuanlu Xu Edmond Boyer Stefanie Wuhrer Tony Tung 15 9 0 31 Aug 2022
Structural Causal 3D Reconstruction Weiyang Liu Zhen Liu Liam Paull Adrian Weller Bernhard Schölkopf 3DV CML 40 13 0 20 Jul 2022
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
Lifting 2D StyleGAN for 3D-Aware Face Generation Yichun Shi Divyansh Aggarwal Anil K. Jain 3DH 52 82 0 26 Nov 2020
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering Yuxuan Zhang Wenzheng Chen Huan Ling Jun Gao Yinan Zhang Antonio Torralba Sanja Fidler DRL 100 138 0 18 Oct 2020
End-to-End Optimization of Scene Layout Andrew F. Luo Zhoutong Zhang Jiajun Wu J. Tenenbaum 3DV 59 64 0 23 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 31 107 0 20 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 16 71 0 07 Jul 2020
Self-Supervised Viewpoint Learning From Image Collections Siva Karthik Mustikovela Varun Jampani Shalini De Mello Sifei Liu Umar Iqbal Carsten Rother Jan Kautz SSL 36 39 0 03 Apr 2020
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vazquez Derek Nowrouzezahrai Aaron Courville 3DV 42 11 0 23 Mar 2020
Multi-Garment Net: Learning to Dress 3D People from Images Bharat Lal Bhatnagar Garvita Tiwari Christian Theobalt Gerard Pons-Moll 3DH AI4CE 23 394 0 19 Aug 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 27 361 0 03 Aug 2019
Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks Xinchen Yan Mohi Khansari Jasmine Hsu Yuanzheng Gong Yunfei Bai Soren Pirk Honglak Lee 3DPC 19 32 0 21 Jun 2019
Inferring 3D Shapes from Image Collections using Adversarial Networks Matheus Gadelha Aartika Rai Subhransu Maji Rui Wang GAN 26 6 0 11 Jun 2019
Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks Xiao Li Yue Dong Pieter Peers Xin Tong GAN 24 33 0 10 Jun 2019
Transformable Bottleneck Networks Kyle Olszewski Sergey Tulyakov Oliver J. Woodford Hao Li Linjie Luo 37 77 0 13 Apr 2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning Shichen Liu Tianye Li Weikai Chen Hao Li 3DV 28 687 0 03 Apr 2019
Learning to Reconstruct People in Clothing from a Single RGB Camera Thiemo Alldieck M. Magnor Bharat Lal Bhatnagar Christian Theobalt Gerard Pons-Moll 3DH 47 325 0 14 Mar 2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading Paul Henderson V. Ferrari 3DV 26 127 0 19 Jan 2019
RenderNet: A deep convolutional network for differentiable rendering from 3D shapes Thu Nguyen-Phuoc Chuan Li Stephen Balaban Yong-Liang Yang 3DV 32 153 0 18 Jun 2018
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 194 1,942 0 24 Oct 2016