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"

50 / 729 papers shown

Title
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images Yongheng Zhang Danfeng Yan Yuanqiang Cai 22 0 0 11 Jul 2023
Physical-aware Cross-modal Adversarial Network for Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang A. Ngu Gaowen Liu Yan Yan 27 3 0 07 Jul 2023
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification Meng Zhou A. Jamzad J. Izard A. Menard R. Siemens P. Mousavi MedIm 43 0 0 02 Jul 2023
A Semi-Paired Approach For Label-to-Image Translation George Eskandar Shuai Zhang Mohamed Abdelsamad Mark Youssef Di Guo B. Yang VLM 22 1 0 23 Jun 2023
Federated Learning under Covariate Shifts with Generalization Guarantees Ali Ramezani-Kebrya Fanghui Liu Thomas Pethick Grigorios G. Chrysos V. Cevher FedML OOD 15 6 0 08 Jun 2023
Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks? Jinman Park Francois Barnard Saad Hossain Sirisha Rambhatla Paul Fieguth OOD 46 0 0 02 Jun 2023
Label-Efficient Learning in Agriculture: A Comprehensive Review Jiajia Li Dong Chen Xinda Qi Zhao Li Yanbo Huang Daniel Morris Xiaobo Tan 33 34 0 24 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 38 7 0 23 May 2023
Wavelet-based Unsupervised Label-to-Image Translation George Eskandar Mohamed Abdelsamad Karim Armanious Shuai Zhang B. Yang 36 6 0 16 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training Siddarth Asokan C. Seelamantula GAN 69 1 0 12 May 2023
Best-Effort Adaptation Pranjal Awasthi Corinna Cortes M. Mohri 18 7 0 10 May 2023
Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching Tushar Kataria Beatrice S. Knudsen Shireen Elhabian OOD 14 0 0 09 May 2023
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Jinhui Tang 27 30 0 09 May 2023
Application of Segment Anything Model for Civil Infrastructure Defect Assessment Mohsen Ahmadi Ahmad Gholizadeh Lonbar Abbas Sharifi Ali Tarlani Beris M. Nouri A. Javidi 11 39 0 25 Apr 2023
Learning Sim-to-Real Dense Object Descriptors for Robotic Manipulation Hoang-Giang Cao Weihao Zeng I-Chen Wu 22 3 0 18 Apr 2023
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Ashish Sinha Jonghyun Choi 3DPC 23 2 0 04 Apr 2023
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation Wenhao Chai Zhongyu Jiang Jenq-Neng Hwang Gaoang Wang 3DH 22 22 0 29 Mar 2023
Few-Shot Domain Adaptation for Low Light RAW Image Enhancement K. Prabhakar Vishal Vinod N. Sahoo Venkatesh Babu Radhakrishnan 22 7 0 27 Mar 2023
GeoNet: Benchmarking Unsupervised Adaptation across Geographies Tarun Kalluri Wangdong Xu Manmohan Chandraker OOD 23 15 0 27 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang R. He Tien-Ping Tan OOD VLM TTA 29 202 0 27 Mar 2023
Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation Chenchen Xu Min Zhou T. Ge Yuning Jiang Weiwei Xu 19 13 0 25 Mar 2023
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Ismail Nejjar Qin Wang Olga Fink 41 30 0 23 Mar 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning Dayuan Jian Mohammad Rostami 26 14 0 22 Mar 2023
Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mattia Litrico Alessio Del Bue Pietro Morerio UQCV 32 59 0 07 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 26 50 0 13 Feb 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 29 6 0 07 Feb 2023
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing Wenjie Zhu Peijie Qiu Oana Dumitrascu Jacob Jacob Mohammad Farazi Zhangsihao Yang Keshav Nandakumar Yalin Wang MedIm 22 13 0 06 Feb 2023
Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images Wenjie Zhu Peijie Qiu Mohammad Farazi Keshav Nandakumar Oana Dumitrascu Yalin Wang MedIm 15 11 0 06 Feb 2023
A Disparity Refinement Framework for Learning-based Stereo Matching Methods in Cross-domain Setting for Laparoscopic Images Zixin Yang R. Simon Cristian A. Linte 13 2 0 05 Feb 2023
Domain Adaptation via Rebalanced Sub-domain Alignment Yi-Ling Liu Juncheng Dong Ziyang Jiang Ahmed Aloui Keyu Li Hunter Klein Vahid Tarokh David Carlson 22 2 0 03 Feb 2023
Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains Kevin Thandiackal Luigi Piccinelli Pushpak Pati O. Goksel CLL OOD MedIm 32 7 0 02 Feb 2023
Open-Set Multi-Source Multi-Target Domain Adaptation Rohit Lal Arihant Gaur Aadhithya Iyer Muhammed Abdullah Shaikh Ritik Agrawal 6 1 0 02 Feb 2023
GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition Ekkasit Pinyoanuntapong Ayman Ali Kalvik Jakkala Pu Wang Minwoo Lee Qucheng Peng C. L. P. Chen Tsinghua University CVBM 8 4 0 31 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 34 2 0 26 Jan 2023
Learning Good Features to Transfer Across Tasks and Domains Pierluigi Zama Ramirez Adriano Cardace Luca de Luigi A. Tonioni Samuele Salti Luigi Di Stefano OOD 8 9 0 26 Jan 2023
Discriminative Radial Domain Adaptation Zenan Huang Jun Wen Siheng Chen Linchao Zhu Nenggan Zheng OOD 19 13 0 01 Jan 2023
DGFont++: Robust Deformable Generative Networks for Unsupervised Font Generation Xinyuan Chen Yangchen Xie Li Sun Yue Lu 17 4 0 30 Dec 2022
TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation Hanzhi Chen Fabian Manhardt Nassir Navab Benjamin Busam SSL 26 36 0 25 Dec 2022
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao Fangcheng Zhou Kaixin Xu Zeng Zeng Cuntai Guan S Kevin Zhou OOD 29 43 0 05 Dec 2022
Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment Qizhou Wang Guansong Pang Mahsa Salehi Wray L. Buntine C. Leckie 18 29 0 02 Dec 2022
Domain Adaptive Scene Text Detection via Subcategorization Zichen Tian Chuhui Xue Jingyi Zhang Shijian Lu 26 3 0 01 Dec 2022
Label Alignment Regularization for Distribution Shift Ehsan Imani Guojun Zhang Runjia Li Jun-Jie Luo Pascal Poupart Philip H. S. Torr Yangchen Pan 30 2 0 27 Nov 2022
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis Shichong Peng Alireza Moazeni Ke Li DiffM 25 2 0 25 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai F. I. F. Richard Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 16 11 0 08 Nov 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation Vikash Kumar Rohit Lal Himanshu Patil Anirban Chakraborty TTA 21 19 0 07 Nov 2022
MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Ye Gao Zhendong Chu Hongning Wang John A. Stankovic OOD GAN 18 1 0 06 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 28 10 0 02 Nov 2022
Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition Youngjoon Jang Youngtaek Oh Jae-Won Cho Dong-Jin Kim Joon Son Chung In So Kweon SLR 24 12 0 01 Nov 2022
Sim-to-Real via Sim-to-Seg: End-to-end Off-road Autonomous Driving Without Real Data John So Amber Xie Sunggoo Jung J. Edlund Rohan Thakker Ali Agha-mohammadi Pieter Abbeel Stephen James 26 9 0 25 Oct 2022
Photo-realistic Neural Domain Randomization Sergey Zakharov Rares Ambrus Vitor Campagnolo Guizilini Wadim Kehl Adrien Gaidon 24 9 0 23 Oct 2022