Spatially Multi-conditional Image Generation

25 March 2022

Luc Van Gool

Papers citing "Spatially Multi-conditional Image Generation"

48 / 48 papers shown

Title
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation Jinming Cao Hanchao Leng Dani Lischinski Danny Cohen-Or Changhe Tu Yangyan Li SSeg MDE 3DV 95 132 0 24 Aug 2021
M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers Zhu Zhang Jianxin Ma Chang Zhou Rui Men Zhikang Li Ming Ding Jie Tang Jingren Zhou Hongxia Yang 67 46 0 29 May 2021
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet Li-xin Yuan Yunpeng Chen Tao Wang Weihao Yu Yujun Shi Zihang Jiang Francis E. H. Tay Jiashi Feng Shuicheng Yan ViT 119 1,931 0 28 Jan 2021
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 69 624 0 17 Dec 2020
CompositeTasking: Understanding Images by Spatial Composition of Tasks Nikola Popovic D. Paudel Thomas Probst Guolei Sun Luc Van Gool 41 7 0 16 Dec 2020
Spatially-Adaptive Pixelwise Networks for Fast Image Translation Tamar Rott Shaham Michael Gharbi Richard Y. Zhang Eli Shechtman T. Michaeli 49 77 0 05 Dec 2020
Modular Primitives for High-Performance Differentiable Rendering S. Laine Janne Hellsten Tero Karras Yeongho Seol J. Lehtinen Timo Aila 62 451 0 06 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 538 40,739 0 22 Oct 2020
Normalization Techniques in Training DNNs: Methodology, Analysis and Application Lei Huang Jie Qin Yi Zhou Fan Zhu Li Liu Ling Shao AI4CE 104 268 0 27 Sep 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 102 919 0 16 Jul 2020
Differentiable Rendering: A Survey Hiroharu Kato D. Beker Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DH 3DV 50 175 0 22 Jun 2020
DeepFake Detection by Analyzing Convolutional Traces Luca Guarnera O. Giudice Sebastiano Battiato CVBM 46 221 0 22 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 65 469 0 08 Apr 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 88 546 0 18 Jan 2020
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 137 976 0 23 Dec 2019
SEAN: Image Synthesis with Semantic Region-Adaptive Normalization Peihao Zhu Rameen Abdal Yipeng Qin Peter Wonka DiffM 63 444 0 28 Nov 2019
Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation Zeyu Wang Klint Qinami Yannis Karakozis Kyle Genova P. Nair Kenji Hata Olga Russakovsky 60 362 0 26 Nov 2019
Dynamic Instance Normalization for Arbitrary Style Transfer Yongcheng Jing Xinyu Liu Yukang Ding Xinchao Wang Errui Ding Xiuming Zhang Shilei Wen 107 193 0 16 Nov 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 151 1,278 0 04 Jun 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 48 1,710 0 11 Apr 2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning Shichen Liu Tianye Li Weikai Chen Hao Li 3DV 83 695 0 03 Apr 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 137 2,682 0 18 Mar 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 529 10,540 0 12 Dec 2018
InverseRenderNet: Learning single image inverse rendering Ye Yu W. Smith SSL 64 151 0 29 Nov 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 240 5,381 0 28 Sep 2018
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings Mohsan S. Alvi Andrew Zisserman C. Nellåker FaML 106 248 0 06 Sep 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 93 988 0 20 Aug 2018
Semi-parametric Image Synthesis Xiaojuan Qi Qifeng Chen Jiaya Jia V. Koltun 44 169 0 29 Apr 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 110 1,215 0 23 Apr 2018
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 161 3,932 0 30 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 73 1,044 0 20 Nov 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 330 2,202 0 22 Sep 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 58 950 0 28 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 642 130,942 0 12 Jun 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 119 1,616 0 28 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 74 817 0 25 May 2017
MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction A. Tewari Michael Zollhöfer Hyeongwoo Kim Pablo Garrido Florian Bernard P. Pérez Christian Theobalt 3DH CVBM 66 550 0 30 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 175 4,349 0 20 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 311 19,612 0 21 Nov 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 129 2,881 0 13 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 346 10,467 0 21 Jul 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 165 4,994 0 27 Jun 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 1.0K 11,587 0 06 Apr 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 218 10,230 0 27 Mar 2016
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 79 2,855 0 26 Aug 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.7K 76,917 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 248 10,394 0 06 Nov 2014