Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

16 December 2016

Konstantinos Bousmalis

Papers citing "Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks"

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Title
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao Bo-wen Li Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 32 159 0 27 Oct 2019
Guided Image-to-Image Translation with Bi-Directional Feature Transformation Badour Albahar Jia-Bin Huang 36 92 0 24 Oct 2019
Seeing What a GAN Cannot Generate David Bau Jun-Yan Zhu Jonas Wulff William S. Peebles Hendrik Strobelt Bolei Zhou Antonio Torralba GAN 48 308 0 24 Oct 2019
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 44 304 0 24 Oct 2019
Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation Rae Jeong Y. Aytar D. Khosid Yuxiang Zhou Jackie Kay Thomas Lampe Konstantinos Bousmalis F. Nori SSL 16 57 0 21 Oct 2019
Organ At Risk Segmentation with Multiple Modality Kuan-Lun Tseng Winston H. Hsu Chun Wu Ya-Fang Shih Fan-Yun Sun MedIm 17 0 0 17 Oct 2019
Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI Eunjin Jeon Wonjun Ko Jee Seok Yoon Heung-Il Suk OOD 8 0 0 17 Oct 2019
Generative Modeling for Small-Data Object Detection Lanlan Liu Michael Muelly Jia Deng Tomas Pfister Li-Jia Li ObjD MedIm 30 63 0 16 Oct 2019
Wasserstein Distance Guided Cross-Domain Learning Jie Su OOD 11 0 0 14 Oct 2019
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation Seung-Min Lee Dongwan Kim Namil Kim Seong-Gyun Jeong TTA OOD 9 181 0 12 Oct 2019
Text-to-Image Synthesis Based on Machine Generated Captions Marco Menardi Alex Falcon Saida S. Mohamed Lorenzo Seidenari G. Serra A. Bimbo C. Tasso 33 0 0 09 Oct 2019
Semantic-aware Image Deblurring Fuhai Chen Rongrong Ji Chengpeng Dai Xiaoshuai Sun Chia-Wen Lin Jiayi Ji Baochang Zhang Feiyue Huang Liujuan Cao BDL VLM 25 6 0 09 Oct 2019
Representation Learning with Statistical Independence to Mitigate Bias Ehsan Adeli Qingyu Zhao A. Pfefferbaum E. Sullivan Li Fei-Fei Juan Carlos Niebles K. Pohl CML FaML OOD 23 17 0 08 Oct 2019
Neural Puppet: Generative Layered Cartoon Characters Selim Engin E. Mitchell Daewon Lee Jun Saito Daniel D. Lee 3DH GAN 18 11 0 04 Oct 2019
Generative Adversarial Networks for Failure Prediction Shuai Zheng Ahmed K. Farahat Susumu Serita AI4CE 14 17 0 04 Oct 2019
A General Upper Bound for Unsupervised Domain Adaptation Dexuan Zhang Dániel Pfeifer OOD AAML 15 2 0 03 Oct 2019
Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation Behnam Gholami Pritish Sahu Minyoung Kim Vladimir Pavlovic TTA 21 10 0 26 Sep 2019
Implicit Semantic Data Augmentation for Deep Networks Yulin Wang Xuran Pan Shiji Song Hong Zhang Cheng Wu Gao Huang 36 196 0 26 Sep 2019
Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition H. Nazki Sook Yoon A. Fuentes D. Park GAN MedIm 27 152 0 26 Sep 2019
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 30 237 0 26 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 48 349 0 25 Sep 2019
Restyling Data: Application to Unsupervised Domain Adaptation V. Gkitsas Antonis Karakottas N. Zioulis D. Zarpalas P. Daras 8 2 0 24 Sep 2019
Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation Samarth Shukla Luc Van Gool Radu Timofte VLM 24 9 0 18 Sep 2019
Cycle-consistent Conditional Adversarial Transfer Networks Jingjing Li Erpeng Chen Zhengming Ding Lei Zhu Ke Lu Zi Huang 24 71 0 17 Sep 2019
Towards Precise Robotic Grasping by Probabilistic Post-grasp Displacement Estimation Jialiang Zhao Jacky Liang Oliver Kroemer 18 12 0 04 Sep 2019
Beyond Photo Realism for Domain Adaptation from Synthetic Data Kristofer Schlachter Connor DeFanti Sebastian Herscher Ken Perlin Jonathan Tompson 20 0 0 04 Sep 2019
CorNet: Generic 3D Corners for 6D Pose Estimation of New Objects without Retraining Giorgia Pitteri Slobodan Ilic Vincent Lepetit 3DPC 17 22 0 29 Aug 2019
PixelVAE++: Improved PixelVAE with Discrete Prior Hossein Sadeghi Evgeny Andriyash W. Vinci L. Buffoni Mohammad H. Amin BDL DRL 21 33 0 26 Aug 2019
Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation Kwanyong Park Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon VGen 33 38 0 21 Aug 2019
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Dongdong Hou MedIm 27 48 0 21 Aug 2019
Efficient Deep Neural Networks Bichen Wu 28 12 0 20 Aug 2019
Cross-Domain Adaptation for Animal Pose Estimation Jinkun Cao Hongyang Tang Haoshu Fang Xiaoyong Shen Cewu Lu Yu-Wing Tai OOD 14 159 0 16 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 19 59 0 11 Aug 2019
Sim-to-Real Learning for Casualty Detection from Ground Projected Point Cloud Data Roni Permana Saputra Nemanja Rakićević Petar Kormushev 3DH 3DPC 19 8 0 08 Aug 2019
Attract or Distract: Exploit the Margin of Open Set Qianyu Feng Guoliang Kang Hehe Fan Yezhou Yang 12 55 0 06 Aug 2019
Image to Video Domain Adaptation Using Web Supervision Andrew Kae Yale Song 18 5 0 05 Aug 2019
Curriculum based Dropout Discriminator for Domain Adaptation V. Kurmi Vipul Bajaj K. Venkatesh Vinay P. Namboodiri OOD 18 14 0 24 Jul 2019
Controlling biases and diversity in diverse image-to-image translation Yaxing Wang Abel Gonzalez-Garcia Joost van de Weijer Luis Herranz 13 6 0 23 Jul 2019
GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition Fangneng Zhan Chuhui Xue Shijian Lu 22 82 0 23 Jul 2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night Vinicius F. Arruda T. M. Paixão Rodrigo Berriel Alberto F. de Souza C. Badue N. Sebe Thiago Oliveira-Santos ViT 15 103 0 19 Jul 2019
Unsupervised Adversarial Domain Adaptation for Cross-Lingual Speech Emotion Recognition S. Latif Junaid Qadir Muhammad Bilal GAN 28 53 0 13 Jul 2019
Agile Domain Adaptation Jingjing Li Mengmeng Jing Yue Xie Ke Lu Zi Huang 17 3 0 11 Jul 2019
Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Ziliang Chen Jingyu Zhuang Xiaodan Liang Liang Lin OOD 33 83 0 08 Jul 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 11 154 0 04 Jul 2019
Efficient Multi-Domain Network Learning by Covariance Normalization Yunsheng Li Nuno Vasconcelos OOD 22 32 0 24 Jun 2019
Active Generative Adversarial Network for Image Classification Quan Kong Bin Tong Martin Klinkigt Yuki Watanabe Naoto Akira Tomokazu Murakami VLM GAN 8 20 0 17 Jun 2019
Tackling Partial Domain Adaptation with Self-Supervision S. Bucci A. DÍnnocente Tatiana Tommasi 24 20 0 12 Jun 2019
SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation Kowshik Thopalli Jayaraman J. Thiagarajan Rushil Anirudh Pavan Turaga 14 2 0 11 Jun 2019
Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation Dongdong Chen Yisen Wang Jinfeng Yi Zaiyi Chen Zhi-Hua Zhou 27 4 0 10 Jun 2019
Cross-view Semantic Segmentation for Sensing Surroundings Bowen Pan Jiankai Sun Ho Yin Tiga Leung A. Andonian Bolei Zhou 26 263 0 09 Jun 2019