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
Monitor and Recover: A Paradigm for Future Research on Distribution Shift in Learning-Enabled Cyber-Physical Systems Vivian Lin Insup Lee 33 0 0 18 Apr 2025
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection Yong Li Menglin Liu Zhen Cui Y. Ding Yuan Zong Wenming Zheng Shiguang Shan Cuntai Guan 66 0 0 12 Mar 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 94 480 0 26 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 87 3 0 20 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification A. Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 63 2 0 15 Feb 2025
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances Javier Montalvo Roberto Alcover-Couso Pablo Carballeira Álvaro García-Martín Juan C. Sanmiguel Marcos Escudero-Viñolo 69 0 0 21 Dec 2024
A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu AI4TS 64 0 0 01 Dec 2024
RoboGSim: A Real2Sim2Real Robotic Gaussian Splatting Simulator Xinhai Li J. Li Ziheng Zhang Rui Zhang Fan Jia Tiancai Wang Haoqiang Fan Kuo-Kun Tseng Ruiping Wang 3DGS 76 8 0 18 Nov 2024
Video to Video Generative Adversarial Network for Few-shot Learning Based on Policy Gradient Yintai Ma Diego Klabjan J. Utke VGen GAN 36 0 0 28 Oct 2024
Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition Mei Wang Weihong Deng Jiani Hu Sen Su 33 0 0 24 Sep 2024
Autonomous Driving at Unsignalized Intersections: A Review of Decision-Making Challenges and Reinforcement Learning-Based Solutions Mohammad K. Al-Sharman Luc Edes Bert Sun Vishal Jayakumar Mohamed A. Daoud Derek Rayside W. Melek 24 1 0 20 Sep 2024
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang Xinyi Zeng Pinxian Zeng Binyu Yan Xi Wu Jiliu Zhou Yan Wang OOD 23 1 0 30 Aug 2024
Adversarial Attacked Teacher for Unsupervised Domain Adaptive Object Detection Kaiwen Wang Yinzhe Shen Martin Lauer AAML 23 0 0 18 Aug 2024
Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Longkun Zou Wanru Zhu Ke Chen Lihua Guo K. Guo Kui Jia Yaowei Wang 3DPC ViT 40 0 0 26 Jul 2024
Close the Sim2real Gap via Physically-based Structured Light Synthetic Data Simulation Kaixin Bai Lei Zhang Zhaopeng Chen Fang Wan Jianwei Zhang 3DV 24 1 0 17 Jul 2024
GANetic Loss for Generative Adversarial Networks with a Focus on Medical Applications S. Akhmedova Nils Körber GAN MedIm 28 0 0 07 Jun 2024
Hybrid-Learning Video Moment Retrieval across Multi-Domain Labels Weitong Cai Jiabo Huang S. Gong 33 3 0 03 Jun 2024
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation Jiachen Liang Ruibing Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 19 4 0 31 May 2024
Multimodal Cross-Domain Few-Shot Learning for Egocentric Action Recognition Masashi Hatano Ryo Hachiuma Ryoske Fujii Hideo Saito EgoV 34 4 0 30 May 2024
SuDA: Support-based Domain Adaptation for Sim2Real Motion Capture with Flexible Sensors Jiawei Fang Haishan Song Chengxu Zuo Xiaoxia Gao Xiaowei Chen Shihui Guo Yipeng Qin 45 0 0 25 May 2024
Continuous Temporal Domain Generalization Z. Cai Guangji Bai Renhe Jiang Xuan Song Liang Zhao 38 2 0 25 May 2024
Natural Language Can Help Bridge the Sim2Real Gap Albert Yu Adeline Foote Raymond J. Mooney Roberto Martín-Martín LM&Ro 43 11 0 16 May 2024
A separability-based approach to quantifying generalization: which layer is best? Luciano Dyballa Evan Gerritz Steven W. Zucker OOD 28 3 0 02 May 2024
Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection Zhanwei Zhang Minghao Chen Shuai Xiao Liang Peng Hengjia Li Binbin Lin Ping Li Wenxiao Wang Boxi Wu Deng Cai 3DPC 39 4 0 30 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon S. Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 30 0 0 16 Apr 2024
Transfer Learning with Reconstruction Loss Wei Cui Wei Yu 22 2 0 31 Mar 2024
DriveEnv-NeRF: Exploration of A NeRF-Based Autonomous Driving Environment for Real-World Performance Validation Mu-Yi Shen Chia-Chi Hsu Hao-Yu Hou Yu-Chen Huang Wei-Fang Sun Chia-Che Chang Yu-Lun Liu Chun-Yi Lee 35 3 0 23 Mar 2024
Adversarial Defense Teacher for Cross-Domain Object Detection under Poor Visibility Conditions Kaiwen Wang Yinzhe Shen Martin Lauer ObjD 33 0 0 23 Mar 2024
ALDM-Grasping: Diffusion-aided Zero-Shot Sim-to-Real Transfer for Robot Grasping Yiwei Li Zihao Wu Huaqin Zhao Tianze Yang Zheng Liu Peng Shu Jin Sun Ramviyas Parasuraman Tianming Liu 34 2 0 18 Mar 2024
CyberDemo: Augmenting Simulated Human Demonstration for Real-World Dexterous Manipulation Jun Wang Yuzhe Qin Kaiming Kuang Yigit Korkmaz Akhilan Gurumoorthy Hao Su Xiaolong Wang 40 19 0 22 Feb 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Hyeonwoo Cho Chanmin Park Donghee Kim Jinyoung Kim Won Hwa Kim TTA 24 0 0 26 Jan 2024
Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts Kiyoon Kim Shreyank N. Gowda Panagiotis Eustratiadis Antreas Antoniou Robert B Fisher 37 2 0 21 Jan 2024
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian 24 0 0 02 Jan 2024
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Serban Stan Mohammad Rostami OOD CLL 28 0 0 02 Jan 2024
Domain Similarity-Perceived Label Assignment for Domain Generalized Underwater Object Detection Xisheng Li Wei Li Pinhao Song Mingjun Zhang Jie-Gui Zhou 23 0 0 20 Dec 2023
Oracle Character Recognition using Unsupervised Discriminative Consistency Network Mei Wang Weihong Deng Sen Su 20 2 0 11 Dec 2023
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? Rosario Leonardi Antonino Furnari Francesco Ragusa G. Farinella EgoV 18 3 0 05 Dec 2023
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 23 0 0 21 Nov 2023
NormNet: Scale Normalization for 6D Pose Estimation in Stacked Scenarios En-Te Lin Weijie Lv Ding-Tao Huang Long Zeng 3DPC 17 0 0 15 Nov 2023
Painterly Image Harmonization via Adversarial Residual Learning Xudong Wang Li Niu Junyan Cao Yan Hong Liqing Zhang GAN 40 1 0 15 Nov 2023
DT/MARS-CycleGAN: Improved Object Detection for MARS Phenotyping Robot David Liu Zhengkun Li Zihao Wu Changying Li 33 3 0 19 Oct 2023
MOSAIC: Multi-Object Segmented Arbitrary Stylization Using CLIP Prajwal Ganugula Y. Kumar N. Reddy Prabhath Chellingi A. Thakur Neeraj Kasera C. S. Anand CLIP DiffM 11 3 0 24 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection Daichi Zhang Zihao Xiao Jianmin Li Shiming Ge CVBM ViT 30 2 0 09 Sep 2023
Few shot font generation via transferring similarity guided global style and quantization local style Wei Pan Anna Zhu Xinyu Zhou Brian Kenji Iwana Shilin Li 20 9 0 02 Sep 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 27 61 0 30 Aug 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Mingjin Chen Yongkang He Yongyi Lu Zhi-Yi Yang MedIm 19 1 0 17 Aug 2023
Tissue Segmentation of Thick-Slice Fetal Brain MR Scans with Guidance from High-Quality Isotropic Volumes Shijie Huang Xukun Zhang Zhiming Cui Helena Zhang Geng Chen Dinggang Shen 14 1 0 13 Aug 2023
Domain Adaptation based on Human Feedback for Enhancing Generative Model Denoising Abilities Hyun-Cheol Park S. Kang DiffM 22 0 0 01 Aug 2023
Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement Zhixiang Wei Lin Chen Tao Tu H. Chen Pengyang Ling Yi Jin 24 7 0 18 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 32 29 0 18 Jul 2023