3D-Aware Scene Manipulation via Inverse Graphics

28 August 2018

Shunyu Yao

T. Hsu

Jun-Yan Zhu

Jiajun Wu

Antonio Torralba

William T. Freeman

Papers citing "3D-Aware Scene Manipulation via Inverse Graphics"

50 / 54 papers shown

Title
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 128 4 0 12 Feb 2024
Rendering Synthetic Objects into Legacy Photographs Kevin Karsch Varsha Hedau David A. Forsyth Derek Hoiem 38 346 0 24 Dec 2019
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 297 11,610 0 11 Jan 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 90 1,425 0 03 Jan 2018
SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild Soumyadip Sengupta Angjoo Kanazawa Carlos D. Castillo David Jacobs CVBM 3DH 51 321 0 02 Dec 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 111 1,347 0 30 Nov 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 148 3,926 0 30 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 68 1,043 0 20 Nov 2017
Self-Supervised Intrinsic Image Decomposition Michael Janner Jiajun Wu Tejas D. Kulkarni Ilker Yildirim J. Tenenbaum 28 134 0 10 Nov 2017
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 76 419 0 08 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 105 7,318 0 27 Oct 2017
Material Editing Using a Physically Based Rendering Network Guilin Liu Duygu Ceylan Ersin Yumer Jimei Yang Jyh-Ming Lien DiffM 34 94 0 01 Aug 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 105 1,617 0 28 May 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 54 559 0 20 Apr 2017
Neural Face Editing with Intrinsic Image Disentangling Zhixin Shu Ersin Yumer Sunil Hadap Kalyan Sunkavalli Eli Shechtman Dimitris Samaras CVBM DRL GAN 76 285 0 13 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 137 9,509 0 31 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 305 27,018 0 20 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 125 2,731 0 02 Mar 2017
PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications Tim Salimans A. Karpathy Xi Chen Diederik P. Kingma 62 933 0 19 Jan 2017
Scribbler: Controlling Deep Image Synthesis with Sketch and Color Patsorn Sangkloy Jingwan Lu Chen Fang Feng Yu James Hays GAN DiffM 57 498 0 02 Dec 2016
3D Bounding Box Estimation Using Deep Learning and Geometry Arsalan Mousavian Dragomir Anguelov John Flynn Jana Kosecka 3DPC 111 981 0 01 Dec 2016
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas Guibas Alexei A. Efros Jitendra Malik 70 358 0 01 Dec 2016
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision Xinchen Yan Jimei Yang Ersin Yumer Yijie Guo Honglak Lee 3DV 75 590 0 01 Dec 2016
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang Hao Li 55 780 0 30 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 289 19,560 0 21 Nov 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 252 1,949 0 24 Oct 2016
Generative Visual Manipulation on the Natural Image Manifold Jun-Yan Zhu Philipp Krahenbuhl Eli Shechtman Alexei A. Efros GAN 59 1,395 0 12 Sep 2016
Unsupervised Learning of 3D Structure from Images Danilo Jimenez Rezende S. M. Ali Eslami S. Mohamed Peter W. Battaglia Max Jaderberg N. Heess 3DV SSL DRL 51 395 0 03 Jul 2016
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 131 2,495 0 16 Jun 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 140 4,224 0 12 Jun 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 185 3,681 0 26 May 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 58 1,069 0 20 May 2016
Single Image 3D Interpreter Network Jiajun Wu Tianfan Xue Joseph J Lim Yuandong Tian J. Tenenbaum Antonio Torralba William T. Freeman 3DV 42 285 0 29 Apr 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 48 5,277 0 25 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 689 11,540 0 06 Apr 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 68 1,710 0 02 Apr 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 112 3,527 0 28 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 185 10,202 0 27 Mar 2016
Generating Images with Perceptual Similarity Metrics based on Deep Networks Alexey Dosovitskiy Thomas Brox DRL GAN 76 1,137 0 08 Feb 2016
Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis Jimei Yang Scott E. Reed Ming-Hsuan Yang Honglak Lee VOT 27 314 0 05 Jan 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 134 2,061 0 31 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 88 5,482 0 09 Dec 2015
Attribute2Image: Conditional Image Generation from Visual Attributes Xinchen Yan Jimei Yang Kihyuk Sohn Honglak Lee DRL GAN 58 770 0 02 Dec 2015
Multi-view 3D Models from Single Images with a Convolutional Network Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 127 382 0 20 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 412 61,900 0 04 Jun 2015
Deep Convolutional Inverse Graphics Network Tejas D. Kulkarni William F. Whitney Pushmeet Kohli J. Tenenbaum DRL BDL 78 929 0 11 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 844 149,474 0 22 Dec 2014
Discovering Hidden Factors of Variation in Deep Networks Brian Cheung J. Livezey Arjun K. Bansal Bruno A. Olshausen DRL 62 193 0 20 Dec 2014
Category-Specific Object Reconstruction from a Single Image Abhishek Kar Shubham Tulsiani João Carreira Jitendra Malik 3DV 45 287 0 22 Nov 2014