Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning

14 April 2020

Radu Timofte

Papers citing "Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning"

50 / 50 papers shown

Title
WAIT: Feature Warping for Animation to Illustration video Translation using GANs Samet Hicsonmez Nermin Samet Fidan Samet Oguz Bakir Emre Akbas Pinar Duygulu DiffM VGen 86 1 0 07 Oct 2023
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 134 30,021 0 01 Mar 2022
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 46 238 0 26 Sep 2019
Mocycle-GAN: Unpaired Video-to-Video Translation Yang Chen Yingwei Pan Ting Yao Xinmei Tian Tao Mei GAN 57 89 0 26 Aug 2019
RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes Po-Wei Wu Yu-Jing Lin Che-Han Chang Edward Y. Chang Shih-Wei Liao GAN 72 147 0 20 Aug 2019
Deep Exemplar-based Video Colorization Bo Zhang Mingming He Jing Liao Pedro Sander Lu Yuan A. Bermak Dong Chen 54 171 0 24 Jun 2019
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation Wayne Wu Kaidi Cao Cheng Li Chao Qian Chen Change Loy ViT DRL 42 110 0 21 Apr 2019
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Yunhui Liu Wen Liu SSL 47 205 0 07 Apr 2019
InstaGAN: Instance-aware Image-to-Image Translation Sangwoo Mo Minsu Cho Jinwoo Shin 52 158 0 28 Dec 2018
Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation Wonwoong Cho Sungha Choi D. Park Inkyu Shin Jaegul Choo 36 131 0 24 Dec 2018
Latent Filter Scaling for Multimodal Unsupervised Image-to-Image Translation Yazeed Alharbi Neil G. Smith Peter Wonka 39 31 0 24 Dec 2018
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 68 351 0 13 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 502 10,466 0 12 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 38 66 0 10 Dec 2018
Self-Supervised GANs via Auxiliary Rotation Loss Ting Chen Xiaohua Zhai Marvin Ritter Mario Lucic N. Houlsby SSL GAN 54 302 0 27 Nov 2018
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles Dahun Kim Donghyeon Cho In So Kweon SSL 51 346 0 24 Nov 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 67 987 0 20 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 45 297 0 15 Aug 2018
The relativistic discriminator: a key element missing from standard GAN Alexia Jolicoeur-Martineau GAN 31 971 0 02 Jul 2018
Video Inpainting by Jointly Learning Temporal Structure and Spatial Details Chuan Wang Haibin Huang Xiaoguang Han Jue Wang 48 154 0 22 Jun 2018
Unsupervised Video-to-Video Translation D. Bashkirova Ben Usman Kate Saenko 39 22 0 10 Jun 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 108 2,479 0 12 Apr 2018
World Models David R Ha Jürgen Schmidhuber SyDa 95 1,050 0 27 Mar 2018
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville GAN 39 420 0 27 Feb 2018
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 138 3,926 0 30 Nov 2017
Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture Katsunori Ohnishi Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VGen GAN 49 60 0 27 Nov 2017
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery Zhongzheng Ren Yong Jae Lee SSL OOD 55 212 0 24 Nov 2017
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 92 3,547 0 24 Nov 2017
Z-Forcing: Training Stochastic Recurrent Networks Anirudh Goyal Alessandro Sordoni Marc-Alexandre Côté Nan Rosemary Ke Yoshua Bengio BDL 46 183 0 15 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 260 2,178 0 22 Sep 2017
Playing for Benchmarks Stephan R. Richter Zeeshan Hayder V. Koltun 63 466 0 21 Sep 2017
Unsupervised Representation Learning by Sorting Sequences Hsin-Ying Lee Jia-Bin Huang Maneesh Kumar Singh Ming-Hsuan Yang SSL DRL 48 534 0 03 Aug 2017
Optimizing the Latent Space of Generative Networks Piotr Bojanowski Armand Joulin David Lopez-Paz Arthur Szlam GAN 48 415 0 18 Jul 2017
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model Xingjian Shi Zhihan Gao Leonard Lausen Hao Wang Dit-Yan Yeung W. Wong W. Woo 42 794 0 12 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 194 7,961 0 22 May 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 89 5,556 0 30 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 143 4,331 0 20 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 125 2,730 0 02 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 131 4,817 0 26 Jan 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 74 2,102 0 17 Jan 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 280 19,560 0 21 Nov 2016
Temporal Generative Adversarial Nets with Singular Value Clipping Masaki Saito Eiichi Matsumoto Shunta Saito GAN 51 445 0 21 Nov 2016
PixelVAE: A Latent Variable Model for Natural Images Ishaan Gulrajani Kundan Kumar Faruk Ahmed Adrien Ali Taïga Francesco Visin David Vazquez Aaron Courville DRL SSL BDL 54 340 0 15 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 244 4,554 0 13 Nov 2016
Variational Lossy Autoencoder Xi Chen Diederik P. Kingma Tim Salimans Yan Duan Prafulla Dhariwal John Schulman Ilya Sutskever Pieter Abbeel DRL SSL GAN 109 672 0 08 Nov 2016
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 279 1,160 0 24 Oct 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 75 931 0 25 May 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 616 11,540 0 06 Apr 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 447 7,952 0 13 Jun 2015