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
Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning Jin Hong S. Yu Weitian Chen OOD MedIm 14 80 0 13 Sep 2021
Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification Qi. Wang Sikai Bai Junyuan Gao Yuan. Yuan Xuelong Li 25 2 0 12 Sep 2021
Densely Semantic Enhancement for Domain Adaptive Region-free Detectors Bo-Wen Zhang Tao Chen Bin Wang Xiaofeng Wu Liming Zhang Jiayuan Fan ObjD 19 23 0 30 Aug 2021
Reiterative Domain Aware Multi-Target Adaptation Sudipan Saha Shan Zhao Nasrullah Sheikh Xiao Xiang Zhu 24 1 0 26 Aug 2021
Cross-category Video Highlight Detection via Set-based Learning Minghao Xu Hang Wang Bingbing Ni Riheng Zhu Zhenbang Sun Changhu Wang 22 44 0 26 Aug 2021
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito Donghyun Kim Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko 40 52 0 24 Aug 2021
MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? Matteo Fabbri Guillem Brasó Gianluca Maugeri Orcun Cetintas Riccardo Gasparini Aljosa Osep Simone Calderara Laura Leal-Taixe Rita Cucchiara ViT 32 106 0 21 Aug 2021
SALIENCE: An Unsupervised User Adaptation Model for Multiple Wearable Sensors Based Human Activity Recognition Ling Chen Yi Zhang Shenghuan Miao Sirou Zhu Rong Hu Liangying Peng Mingqi Lv HAI 11 19 0 17 Aug 2021
Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation Weilun Wang Wen-gang Zhou Jianmin Bao Dong Chen Houqiang Li SSL 21 81 0 10 Aug 2021
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation Duo Peng Yinjie Lei Lingqiao Liu Pingping Zhang Jun Liu 22 73 0 05 Aug 2021
Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Yiju Yang Taejoon Kim Guanghui Wang 47 2 0 02 Aug 2021
Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation Duo Peng Yinjie Lei Wen Li Pingping Zhang Yulan Guo 27 60 0 30 Jul 2021
Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN Fariborz Taherkhani Veeru Talreja J. Dawson Matthew C. Valenti Nasser M. Nasrabadi GAN CVBM 21 2 0 29 Jul 2021
SimROD: A Simple Adaptation Method for Robust Object Detection Rindranirina Ramamonjison Amin Banitalebi-Dehkordi Xinyu Kang Xiaolong Bai Yong Zhang ObjD TTA 26 53 0 28 Jul 2021
DCL: Differential Contrastive Learning for Geometry-Aware Depth Synthesis Yuefan Shen Yanchao Yang Youyi Zheng Karen Liu Leonidas J. Guibas MDE 10 5 0 27 Jul 2021
Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data Yu Fu Yanwei Fu Yu-Gang Jiang 19 60 0 26 Jul 2021
Human Pose Transfer with Augmented Disentangled Feature Consistency Kun Wu Chengxiang Yin Zhengping Che Bo Jiang Jian Tang Zheng Guan Gangyi Ding 16 2 0 23 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 19 11 0 16 Jul 2021
Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation Niklas Hanselmann N. Schneider Benedikt Ortelt Andreas Geiger 29 2 0 09 Jul 2021
Exploring Dropout Discriminator for Domain Adaptation V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri OOD 6 6 0 09 Jul 2021
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation Yufei Wang Haoliang Li Lap-pui Chau Alex C. Kot FedML 13 40 0 06 Jul 2021
Learning from scarce information: using synthetic data to classify Roman fine ware pottery Santos J. Núñez Jareño Daniël P. van Helden Evgeny M. Mirkes I. Tyukin Penelope Allison 37 5 0 03 Jul 2021
Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation Shanu Kumar V. Kurmi Praphul Singh Vinay P. Namboodiri 16 4 0 01 Jul 2021
Image-to-Image Translation of Synthetic Samples for Rare Classes Edoardo Lanzini Sara Beery 16 2 0 23 Jun 2021
Secure Domain Adaptation with Multiple Sources Serban Stan Mohammad Rostami 31 13 0 23 Jun 2021
Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention Matthias Springstein Eric Müller-Budack Ralph Ewerth GAN 17 2 0 17 Jun 2021
Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis Shichong Peng Alireza Moazeni Ke Li GAN 16 0 0 16 Jun 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 20 65 0 15 Jun 2021
Domain Adaptive SiamRPN++ for Object Tracking in the Wild Zhongzhou Zhang Lei Zhang 24 7 0 15 Jun 2021
Self-training Guided Adversarial Domain Adaptation For Thermal Imagery Ibrahim Batuhan Akkaya Fazil Altinel U. Halici OOD 10 18 0 14 Jun 2021
Invariant Information Bottleneck for Domain Generalization Bo-wen Li Yifei Shen Yezhen Wang Wenzhen Zhu Colorado Reed Jun Zhang Dongsheng Li Kurt Keutzer Han Zhao OOD 32 105 0 11 Jun 2021
Cross-domain Contrastive Learning for Unsupervised Domain Adaptation Rui Wang Zuxuan Wu Zejia Weng Jingjing Chen Guo-Jun Qi Yu-Gang Jiang 21 158 0 10 Jun 2021
AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation David Berthelot Rebecca Roelofs Kihyuk Sohn Nicholas Carlini Alexey Kurakin 21 136 0 08 Jun 2021
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Gabriel Tjio Ping Liu Joey Tianyi Zhou Rick Siow Mong Goh OOD 27 16 0 08 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 27 128 0 05 Jun 2021
CAFLOW: Conditional Autoregressive Flows Georgios Batzolis M. Carioni Christian Etmann S. Afyouni Zoe Kourtzi Carola Bibiane Schönlieb 14 2 0 04 Jun 2021
Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners Yabin Zhang Haojian Zhang Bin Deng Shuai Li K. Jia Lei Zhang 20 25 0 01 Jun 2021
What data do we need for training an AV motion planner? Long Chen Lukas Platinsky Stefanie Speichert B. Osinski Oliver Scheel Yawei Ye Hugo Grimmett Luca Del Pero Peter Ondruska 13 12 0 26 May 2021
Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer Arthita Ghosh Max Ehrlich L. Davis Rama Chellappa 23 1 0 16 May 2021
Enhancing Photorealism Enhancement Stephan R. Richter Hassan Abu Alhaija V. Koltun 6 106 0 10 May 2021
Domain-Specific Suppression for Adaptive Object Detection Yu Wang Rui Zhang Shuo Zhang Miaowen Li Yangyang Xia Xishan Zhang Shaoli Liu 16 72 0 08 May 2021
Graphical Modeling for Multi-Source Domain Adaptation Minghao Xu Hang Wang Bingbing Ni 42 17 0 27 Apr 2021
Visualizing Adapted Knowledge in Domain Transfer Yunzhong Hou Liang Zheng 111 54 0 20 Apr 2021
EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation Aswathy Madhu S. Kumaraswamy 11 3 0 15 Apr 2021
Explainability-aided Domain Generalization for Image Classification Robin M. Schmidt FAtt OOD 19 1 0 05 Apr 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation Astuti Sharma Tarun Kalluri Manmohan Chandraker 12 48 0 03 Apr 2021
ReMix: Towards Image-to-Image Translation with Limited Data Jie Cao Luanxuan Hou Ming-Hsuan Yang R. He Zhenan Sun 23 24 0 31 Mar 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Xiangyu Yue Zangwei Zheng Shanghang Zhang Yang Gao Trevor Darrell Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 33 152 0 31 Mar 2021
Geometric Unsupervised Domain Adaptation for Semantic Segmentation Vitor Campagnolo Guizilini Jie Li Rares Ambrus Adrien Gaidon MDE 17 39 0 30 Mar 2021
Physics-based Differentiable Depth Sensor Simulation Benjamin Planche R. Singh 3DV 12 9 0 30 Mar 2021