Domain Stylization: A Strong, Simple Baseline for Synthetic to Real
Image Domain Adaptation

Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation

24 July 2018

Aysegül Dündar

Papers citing "Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation"

19 / 19 papers shown

Title
Condition-Invariant Semantic Segmentation Daniel Gehrig David Brüggemann Feng Yu Luc Van Gool 64 4 0 27 May 2023
Learning to Relight Portrait Images via a Virtual Light Stage and Synthetic-to-Real Adaptation Yu-Ying Yeh Koki Nagano S. Khamis Jan Kautz Xuan Li Ting-Chun Wang 3DH 36 59 0 21 Sep 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 40 14 0 30 Mar 2022
Multiple Style Transfer via Variational AutoEncoder Zhi-Song Liu Vicky Kalogeiton Marie-Paule Cani BDL DRL 39 18 0 13 Oct 2021
Neuron Coverage-Guided Domain Generalization Chris Xing Tian Haoliang Li Xiaofei Xie Yang Liu Shiqi Wang 32 35 0 27 Feb 2021
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 34 44 0 25 Nov 2020
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Luigi Musto Andrea Zinelli VLM 38 36 0 02 Sep 2020
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Marco Toldo Umberto Michieli Gianluca Agresti Pietro Zanuttigh 24 50 0 14 Jan 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 39 276 0 09 Jan 2020
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao Yue Liu Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 32 159 0 27 Oct 2019
Soft Prototyping Camera Designs for Car Detection Based on a Convolutional Neural Network Zhenyi Liu Trisha Lian J. Farrell Yuan-Fang Li 14 17 0 24 Oct 2019
Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection Woo-han Yun Taewoo Kim Jaeyeon Lee Jaehong Kim Junmo Kim 26 1 0 26 Sep 2019
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Jaehoon Choi Taekyung Kim Changick Kim 25 242 0 02 Sep 2019
Don't Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation Horia Porav Tom Bruls Paul Newman OOD 28 23 0 25 Jul 2019
Generating All the Roads to Rome: Road Layout Randomization for Improved Road Marking Segmentation Tom Bruls Horia Porav Lars Kunze Paul Newman 18 6 0 10 Jul 2019
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network Jonah Philion 17 159 0 10 May 2019
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 42 350 0 13 Dec 2018
Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation Alexandra Carlson Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson ViT 22 28 0 17 Sep 2018
Learning Linear Transformations for Fast Arbitrary Style Transfer Xueting Li Sifei Liu Jan Kautz Ming-Hsuan Yang 19 109 0 14 Aug 2018