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Title-and-Tag Contrastive Vision-and-Language Transformer for Social Media Popularity Prediction

Proceedings of the 30th ACM International Conference on Multimedia, 2022, p.7008-7012

2022

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Swin-UNIT: Transformer-based GAN for High-resolution Unpaired Image Translation

Proceedings of the 31st ACM International Conference on Multimedia, 2023, p.4657-4665

2023

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Learning the representation of surrogate safety measures to identify traffic conflict

Accident analysis and prevention, 2022-09, Vol.174, p.106755-106755, Article 106755

2022

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FEIN-Z: Autoregressive Behavior Cloning for Speech-Driven Gesture Generation

Proceedings of the 25th International Conference on Multimodal Interaction, 2023, p.763-771

2023

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AQ-GT: a Temporally Aligned and Quantized GRU-Transformer for Co-Speech Gesture Synthesis

Proceedings of the 25th International Conference on Multimodal Interaction, 2023, p.60-69

2023

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Multimodal Semantic Segmentation Based On Improved Vision Transformers

Proceedings of the 2023 7th International Conference on Electronic Information Technology and Computer Engineering, 2023, p.565-569

2023

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ViTR-Net: An unsupervised lightweight transformer network for cable surface defect detection and adaptive classification

Engineering structures, 2024-08, Vol.313, p.118240, Article 118240

2024

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TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers

Neural networks, 2024-04, Vol.172, p.106086-106086, Article 106086

2024

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TransMatch: A Transformer-based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration

IEEE transactions on medical imaging, 2024-01, Vol.43 (1), p.1-1

2024

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Word sense induction with agglomerative clustering and mutual information maximization

AI open, 2023, Vol.4, p.193-201

2023

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RL Based Unsupervised Video Summarization Framework for Ultrasound Imaging

Simplifying Medical Ultrasound, p.23-33

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ディープラーニングに基づく画像認識の更なる進展: 教師なし表現学習とTransformerを中心として

電子情報通信学会基礎・境界ソサイエティ Fundamentals Review, 2022/04/01, Vol.15(4), pp.258-267

堀田, 一弘

2022

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Further Progress in Image Recognition Based on Deep Learning: with Focus on Unsupervised Representation Learning and Transformer

IEICE ESS Fundamentals Review, 2022/04/01, Vol.15(4), pp.258-267

HOTTA, Kazuhiro

2022

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UGTransformer: Unsupervised Graph Transformer Representation Learning

2023 International Joint Conference on Neural Networks (IJCNN), 2023, p.1-8

2023

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Unsupervised contrastive learning based transformer for lung nodule detection

Physics in medicine & biology, 2022-10, Vol.67 (20), p.204001

2022

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NrtNet: An Unsupervised Method for 3D Non-Rigid Point Cloud Registration Based on Transformer

Sensors (Basel, Switzerland), 2022-07, Vol.22 (14), p.5128

2022

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Learning cross-domain representations by vision transformer for unsupervised domain adaptation

Neural computing & applications, 2023-05, Vol.35 (15), p.10847-10860

2023

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Contrastive Learning Based on Transformer for Hyperspectral Image Classification

Applied sciences, 2021-09, Vol.11 (18), p.8670

2021

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TransConv: Transformer Meets Contextual Convolution for Unsupervised Domain Adaptation

Entropy (Basel, Switzerland), 2024-05, Vol.26 (6), p.469

2024

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Prompting and Tuning: A Two-Stage Unsupervised Domain Adaptive Person Re-identification Method on Vision Transformer Backbone

Tsinghua science and technology, 2023-08, Vol.28 (4), p.799-810

2023

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Transferable mapping shift network for unsupervised domain adaptation using in vibration signal fault diagnosis under variable conditions

Signal, image and video processing, 2024, Vol.18 (Suppl 1), p.199-209

2024

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Synthetic Aperture Radar (SAR) Meets Deep Learning

2023

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A Transformer-based Unsupervised Domain Adaptation Method for Skeleton Behavior Recognition

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images

Cancers, 2022-05, Vol.14 (10), p.2401

2022

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LUMDE: Light-Weight Unsupervised Monocular Depth Estimation via Knowledge Distillation

Applied sciences, 2022-12, Vol.12 (24), p.12593

2022

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Title-and-Tag Contrastive Vision-and-Language Transformer for Social Media Popularity Prediction

Swin-UNIT: Transformer-based GAN for High-resolution Unpaired Image Translation

Learning the representation of surrogate safety measures to identify traffic conflict

FEIN-Z: Autoregressive Behavior Cloning for Speech-Driven Gesture Generation

AQ-GT: a Temporally Aligned and Quantized GRU-Transformer for Co-Speech Gesture Synthesis

Multimodal Semantic Segmentation Based On Improved Vision Transformers

ViTR-Net: An unsupervised lightweight transformer network for cable surface defect detection and adaptive classification

TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers

TransMatch: A Transformer-based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration

Word sense induction with agglomerative clustering and mutual information maximization

RL Based Unsupervised Video Summarization Framework for Ultrasound Imaging

ディープラーニングに基づく画像認識の更なる進展: 教師なし表現学習とTransformerを中心として

Further Progress in Image Recognition Based on Deep Learning: with Focus on Unsupervised Representation Learning and Transformer

UGTransformer: Unsupervised Graph Transformer Representation Learning

Unsupervised contrastive learning based transformer for lung nodule detection

NrtNet: An Unsupervised Method for 3D Non-Rigid Point Cloud Registration Based on Transformer

Learning cross-domain representations by vision transformer for unsupervised domain adaptation

Contrastive Learning Based on Transformer for Hyperspectral Image Classification

TransConv: Transformer Meets Contextual Convolution for Unsupervised Domain Adaptation

Prompting and Tuning: A Two-Stage Unsupervised Domain Adaptive Person Re-identification Method on Vision Transformer Backbone

Transferable mapping shift network for unsupervised domain adaptation using in vibration signal fault diagnosis under variable conditions

Synthetic Aperture Radar (SAR) Meets Deep Learning

A Transformer-based Unsupervised Domain Adaptation Method for Skeleton Behavior Recognition

Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images

LUMDE: Light-Weight Unsupervised Monocular Depth Estimation via Knowledge Distillation

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