Structure preserved ordinal unsupervised domain adaptation by Qing Tian, Canyu Sun

Subjects: “…unsupervised domain adaptation…”
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Energy-based open set domain adaptation with dynamic weighted synergistic mechanism by Zihao Fu, Dong Liu, Shengsheng Wang, Hao Chai

Subjects: “…Domain adaptation…”
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Towards bridging the synthetic-to-real gap in quantitative photoacoustic tomography via unsupervised domain adaptation by Zeqi Wang, Wei Tao, Zhuang Zhang, Hui Zhao

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Domain Adaptation-enhanced searchlight: enabling classification of brain states from visual perception to mental imagery by Alexander Olza, David Soto, Roberto Santana

Subjects: “…Domain Adaptation…”
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Construction of a Model for the Cross-Domain Opinion Word Extraction by N. V. Loukachevitch, I. I. Chetviorkin

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Aspect-Enhanced Prompting Method for Unsupervised Domain Adaptation in Aspect-Based Sentiment Analysis by Binghan Lu, Kiyoaki Shirai, Natthawut Kertkeidkachorn

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Motor imagery decoding network with multisubject dynamic transfer by Zhi Li, Mingai Li, Yufei Yang

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Pseudolabel guided pixels contrast for domain adaptive semantic segmentation by Jianzi Xiang, Cailu Wan, Zhu Cao

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Domain-Adaptive Direction of Arrival (DOA) Estimation in Complex Indoor Environments Based on Convolutional Autoencoder and Transfer Learning by Lingyu Shen, Jianfeng Li, Jingjing Pan, Junpeng Shi, Rui Xu, Hao Wang, Weiming Deng

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Unsupervised Class Generation to Expand Semantic Segmentation Datasets by Javier Montalvo, Álvaro García-Martín, Pablo Carballeira, Juan C. SanMiguel

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PnPDA⁺: A Meta Feature-Guided Domain Adapter for Collaborative Perception by Liang Xin, Guangtao Zhou, Zhaoyang Yu, Danni Wang, Tianyou Luo, Xiaoyuan Fu, Jinglin Li

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Domain Adaptation Across Geographic Regions Through Region-Specific Feature Learning and Distribution Matching by Takashi Horihata, Soh Yoshida, Mitsuji Muneyasu

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Domain Adapting Deep Reinforcement Learning for Real-World Speech Emotion Recognition by Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Bjorn W. Schuller

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Substructure correlation adaptation transfer learning method based on K-means clustering by Haoshuang LIU, Yong ZHANG, Yingbo CAO

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Lane Detection Based on CycleGAN and Feature Fusion in Challenging Scenes by Eric Hsueh-Chan Lu, Wei-Chih Chiu

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Substructure correlation adaptation transfer learning method based on K-means clustering by Haoshuang LIU, Yong ZHANG, Yingbo CAO

Subjects: “…transfer learning;domain adaptation;substructural adaptation;clustering…”
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A simple preprocessing approach for improving semantic segmentation in unsupervised domain adaptation by Shahaf Ettedgui, Shady Abu-Hussein, Raja Giryes

Subjects: “…Domain Adaptation…”
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SIDDA: SInkhorn Dynamic Domain Adaptation for image classification with equivariant neural networks by Sneh Pandya, Purvik Patel, Brian D Nord, Mike Walmsley, Aleksandra Ćiprijanović

Subjects: “…domain adaptation…”
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Block-Wise Domain Adaptation for Workload Prediction from fNIRS Data by Jiyang Wang, Ayse Altay, Leanne Hirshfield, Senem Velipasalar

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Learning to Adapt Deep Corrosion Assessment Models From Indoor to Outdoor Image Domains by Nicholas Josselyn, Biao Yin, Thomas A. Considine, John Kelley, Berend Rinderspacher, Robert Jensen, James F. Snyder, Walter Gerych, Ziming Zhang, Elke A. Rundensteiner

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