Controlling biases and diversity in diverse image-to-image translation

23 July 2019

Papers citing "Controlling biases and diversity in diverse image-to-image translation"

36 / 36 papers shown

Title
UGAN: Untraceable GAN for Multi-Domain Face Translation Defa Zhu Si Liu Wentao Jiang Chen Gao Tianyi Wu Qaingchang Wang G. Guo ViT CVBM 45 17 0 26 Jul 2019
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation Junho Kim Minjae Kim Hyeonwoo Kang Kwanghee Lee ViT 35 559 0 25 Jul 2019
Disentangled Makeup Transfer with Generative Adversarial Network Honglun Zhang Wenqing Chen Hao He Yaohui Jin GAN 50 26 0 02 Jul 2019
Learn to synthesize and synthesize to learn Behzad Bozorgtabar Mohammad Saeed Rad H. K. Ekenel Jean-Philippe Thiran GAN CVBM 34 19 0 01 May 2019
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank Xialei Liu Joost van de Weijer Andrew D. Bagdanov SSL 52 176 0 17 Feb 2019
Identifying and Correcting Label Bias in Machine Learning Heinrich Jiang Ofir Nachum FaML 79 282 0 15 Jan 2019
Bias and Generalization in Deep Generative Models: An Empirical Study Shengjia Zhao Hongyu Ren Arianna Yuan Jiaming Song Noah D. Goodman Stefano Ermon AI4CE 42 137 0 08 Nov 2018
Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Jia-Bin Huang M. Singh Ming-Hsuan Yang DRL 57 907 0 02 Aug 2018
Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract) Lisa Anne Hendricks Kaylee Burns Kate Saenko Trevor Darrell Anna Rohrbach 85 480 0 02 Jul 2018
Synthetic data generation for end-to-end thermal infrared tracking Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 54 148 0 04 Jun 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 48 241 0 24 May 2018
Weakly Supervised Domain-Specific Color Naming Based on Attention Lu Yu Yongmei Cheng Joost van de Weijer 36 10 0 11 May 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 120 2,481 0 12 Apr 2018
Mix and match networks: encoder-decoder alignment for zero-pair image translation Yaxing Wang Joost van de Weijer Luis Herranz 47 34 0 06 Apr 2018
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville GAN 52 420 0 27 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 65 875 0 09 Feb 2018
Scene recognition with CNNs: objects, scales and dataset bias Luis Herranz Shuqiang Jiang Xiangyang Li 54 214 0 21 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 327 11,734 0 11 Jan 2018
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 116 1,351 0 30 Nov 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 121 1,940 0 08 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 111 5,554 0 30 Mar 2017
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks Taeksoo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim GAN OOD 89 1,979 0 15 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 145 2,732 0 02 Mar 2017
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 146 1,535 0 16 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 308 19,612 0 21 Nov 2016
Disentangling factors of variation in deep representations using adversarial training Michaël Mathieu Jiaqi Zhao Pablo Sprechmann Aditya A. Ramesh Yann LeCun DRL CML 89 490 0 10 Nov 2016
Unsupervised Cross-Domain Image Generation Yaniv Taigman Adam Polyak Lior Wolf GAN OOD 87 999 0 07 Nov 2016
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 107 1,449 0 22 Aug 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 155 4,232 0 12 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 875 11,587 0 06 Apr 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 914 15,768 0 02 Nov 2015
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 229 6,012 0 26 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.3K 100,213 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.3K 39,472 0 01 Sep 2014
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 211 12,422 0 24 Jun 2012
Frustratingly Easy Domain Adaptation Hal Daumé 112 1,799 0 10 Jul 2009