Architectural Synergies in Bi-Modal and Bi-Contrastive Learning by Yujia Gu, Brian Liu, Tianlong Zhang, Xinye Sha, Shiyong Chen

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Scale-Consistent and Temporally Ensembled Unsupervised Domain Adaptation for Object Detection by Lunfeng Guo, Yizhe Zhang, Jiayin Liu, Huajie Liu, Yunwang Li

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A dataset dedicated to the training of large- language models for agronomic management practices and production in Norwegian agricultureGithubKaggle by Olena Bugaiova, Kristian Nikolai Jæger Hansen

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Domain Generalization Using Maximum Mean Discrepancy Loss for Remaining Useful Life Prediction of Lithium-Ion Batteries by Wenbin Li, Yue Yang, Stefan Pischinger

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A review on transfer learning in spindle thermal error compensation of spindle by Yue Zheng, Guoqiang Fu, Sen Mu, Sipei Zhu, Kunlong Lin, Long Yang

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Cross-domain subcortical brain structure segmentation algorithm based on low-rank adaptation fine-tuning SAM by Yuan Sui, Qian Hu, Yujie Zhang

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Tool Wear State Identification Method with Variable Cutting Parameters Based on Multi-Source Unsupervised Domain Adaptation by Zhigang Cai, Wangyang Li, Jianxin Song, Hongyu Jin, Hongya Fu

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

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Energy-based open set domain adaptation with dynamic weighted synergistic mechanism by Zihao Fu, Dong Liu, Shengsheng Wang, Hao Chai

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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

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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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A survey of unsupervised domain adaptive semantic segmentation algorithms based on deep learning by Ying Junjie, Lou Lufei, Xin Yu

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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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