Multi-adversarial domain adaptation method based on feature correction

Multi-adversarial domain adaptation method based on feature correction

Domain adaptation can transfer labeled source domain information to an unlabeled but related target domain by aligning the distribution of source domain and target domain.However, most existing methods only align the low-level feature distributions of the source and target domains, failing to captur...

Full description

Saved in:

Bibliographic Details
Main Authors:	Yong ZHANG, Haoshuang LIU, Qi ZHANG, Wenzhe LIU
Format:	Article
Language:	zho
Published:	Beijing Xintong Media Co., Ltd 2024-01-01
Series:	Dianxin kexue
Subjects:	domain adaptation transfer learning adversarial network attention mechanism
Online Access:	http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024014/
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Toward Enhanced Adversarial Robustness Generalization in Object Detection: Feature Disentangled Domain Adaptation for Adversarial Training
by: Yoojin Jung, et al.
Published: (2024-01-01)

Adversarial Multitask Learning for Domain Adaptation Through Domain Adapter
by: Hidayaturrahman, et al.
Published: (2024-01-01)

Unsupervised domain adaptation multi-level adversarial network for semantic segmentation based on multi-modal features
by: Zeyu WANG, et al.
Published: (2022-12-01)

Patch-based domain adversarial training for speech enhancement
by: WANG Hongtao, et al.
Published: (2024-10-01)

Hybrid generative adversarial network based on frequency and spatial domain for histopathological image synthesis
by: Qifeng Liu, et al.
Published: (2025-01-01)

Study on Image Classification Algorithm Based on Multi-Scale Feature Fusion and Domain Adaptation
by: Yu Guo, et al.
Published: (2024-11-01)

ADGAN: Adaptive Domain Medical Image Synthesis Based on Generative Adversarial Networks
by: Liming Xu, et al.
Published: (2024-12-01)

Substructure correlation adaptation transfer learning method based on K-means clustering
by: Haoshuang LIU, et al.
Published: (2023-03-01)

Adversarial subdomain adaptation network for mismatched steganalysis
by: Lei ZHANG, et al.
Published: (2022-06-01)

GAN-based unsupervised domain adaptive person re-identification
by: Shengsheng ZHENG, et al.
Published: (2021-02-01)

A Target Domain-Specific Classifier Weight Partial Transfer Adversarial Network for Bearing Fault Diagnosis
by: Yin Bai, et al.
Published: (2025-01-01)

Optimizing EEG-Based Sleep Staging: Adversarial Deep Learning Joint Domain Adaptation
by: Roya Ghasemigarjan, et al.
Published: (2024-01-01)

Enhancing adversarial transferability with local transformation
by: Yang Zhang, et al.
Published: (2024-11-01)

TAGAN: an academic paper adversarial recommendation algorithm incorporating fine-grained semantic features
by: Jinyang SUN, et al.
Published: (2021-08-01)

Adversarial Robust Modulation Recognition Guided by Attention Mechanisms
by: Quanhai Zhan, et al.
Published: (2025-01-01)

Survey of optical-based physical domain adversarial attacks and defense
by: CHEN Jinyin, et al.
Published: (2024-04-01)

Domain adaptation spatial feature perception neural network for cross-subject EEG emotion recognition
by: Wei Lu, et al.
Published: (2024-12-01)

A Survey of Adversarial Attacks on SAR Target Recognition: From Digital Domain to Physical Domain
by: Hang RUAN, et al.
Published: (2024-12-01)

Stock price prediction with attentive temporal convolution-based generative adversarial network
by: Ying Liu, et al.
Published: (2025-03-01)

STUDY OF DOMAIN ADAPTIVE NETWORK AND BALANCED DYNAMIC DISTRIBUTION ADAPTIVE FAULT MIGRATION DIAGNOSIS OF BEARING UNDER VARIABLE CONDITIONS (MT)
by: WANG TingXuan, et al.
Published: (2023-01-01)

A hybrid attention generative adversarial network for Chinese landscape painting
by: Qiongshuai Lyu, et al.
Published: (2025-01-01)

Ventricular segmentation algorithm for echocardiography based on transfer learning and GAN
by: Jin Wang, et al.
Published: (2024-12-01)

Cross-domain lung opacity detection via adversarial learning and box fusion
by: Jun Yao, et al.
Published: (2024-12-01)

Survey on adversarial attacks and defenses for object detection
by: Xinxin WANG, et al.
Published: (2023-11-01)

Exploring Progress in Text-to-Image Synthesis: An In-Depth Survey on the Evolution of Generative Adversarial Networks
by: Md Ahsan Habib, et al.
Published: (2024-01-01)

HyperGAN: A Hyperspectral Image Fusion Approach Based on Generative Adversarial Networks
by: Jing Wang, et al.
Published: (2024-11-01)

Domain Adaptation Using the Replay Buffer: Adaptive Sampling Using Domain-Specific Classifier
by: Seokmin Kim, et al.
Published: (2024-01-01)

TEXT DESCRIPTION TO IMAGE GENERATION USING GENERATIVE ADVERSARIAL NETWORK
by: Kayal Padmanandam, et al.
Published: (2024-12-01)

Adversarial imitation learning with deep attention network for swarm systems
by: Yapei Wu, et al.
Published: (2024-11-01)

Fortify the Guardian, Not the Treasure: Resilient Adversarial Detectors
by: Raz Lapid, et al.
Published: (2024-11-01)

Automatic Reconstruction of Reservoir Geological Bodies Based on Improved Conditioning Spectral Normalization Generative Adversarial Network
by: Sixuan Wang, et al.
Published: (2024-11-01)

Learning Domain-Independent Representations via Shared Weight Auto-Encoder for Transfer Learning in Recommender Systems
by: Qinqin Wang, et al.
Published: (2022-01-01)

Domain-Invariant Few-Shot Contrastive Learning for Hyperspectral Image Classification
by: Wenchen Chen, et al.
Published: (2024-11-01)

Structure preserved ordinal unsupervised domain adaptation
by: Qing Tian, et al.
Published: (2024-11-01)

Research on unsupervised domain adaptive bearing fault diagnosis method
by: WU ShengKai, et al.
Published: (2024-06-01)

Salient object detection dataset with adversarial attacks for genetic programming and neural networksMendeley Data
by: Matthieu Olague, et al.
Published: (2024-12-01)

An intrusion detection method based on depthwise separable convolution and attention mechanism
by: Zhifei ZHANG, et al.
Published: (2023-03-01)

Mape: defending against transferable adversarial attacks using multi-source adversarial perturbations elimination
by: Xinlei Liu, et al.
Published: (2025-01-01)

Enhancing Adversarial Transferability With Intermediate Layer Feature Attack on Synthetic Aperture Radar Images
by: Xuanshen Wan, et al.
Published: (2025-01-01)

Adversarial training driven malicious code detection enhancement method
by: Yanhua LIU, et al.
Published: (2022-09-01)