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Dissertation/ Thesis

Synth-to-real semi-supervised learning for visual tasks

Authors : Gómez Zurita, Jose Luis; López Peña, Antonio M. (Antonio Manuel)

Subjects: Adaptació de domini; Adaptación de dominio; Domain adaptation

Source: TDX (Tesis Doctorals en Xarxa)

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Dissertation/ Thesis

Reducing Label Effort with Deep Active Learning

Authors : Zolfaghari Bengar, Javad;

Subjects: Reconeixement visual; Reconocimiento visual; Visual recognition

Source: TDX (Tesis Doctorals en Xarxa)

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Let Me Take a Better Look: Towards Video-Based Age Estimation

Authors : Bešenić, Krešimir; Ahlberg, Jörgen, 1971; Pandžić, Igor, 1969

Subjects: Age; Video; Benchmark

Source: Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods - ICPRAM, Rome , Italy ICPRAM. :57-59

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Academic Journal

Leveraging permutation testing to assess confidence in positive-unlabeled learning applied to high-dimensional biological datasets

Authors : Shiwei Xu; Margaret E. Ackerman

Subjects: Positive-unlabeled learning; Semi-supervised machine learning; High-dimensional biological data

Source: BMC Bioinformatics, Vol 25, Iss 1, Pp 1-17 (2024)

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Academic Journal

Global road extraction using a pseudo-label guided framework: from benchmark dataset to cross-region semi-supervised learning

Authors : Xiaoyan Lu; Yanfei Zhong; Zhuo Zheng

Subjects: Road extraction; global-scale; remote sensing

Source: Geo-spatial Information Science, Pp 1-19 (2024)

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Academic Journal

Uncertainty estimation- and attention-based semi-supervised models for automatically delineate clinical target volume in CBCT images of breast cancer

Authors : Ziyi Wang; Nannan Cao; Jiawei Sun

Subjects: Breast cancer; Automatic delineation; Cone-beam computed tomography, clinical target volume

Source: Radiation Oncology, Vol 19, Iss 1, Pp 1-11 (2024)

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Academic Journal

Semi-supervised skin cancer diagnosis based on self-feedback threshold focal learning

Authors : Weicheng Yuan; Zeyu Du; Shuo Han

Subjects: Skin cancer diagnosis; Semi-supervised learning; Self-feedback threshold learning

Source: Discover Oncology, Vol 15, Iss 1, Pp 1-19 (2024)

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Academic Journal

al-BERT: a semi-supervised denoising technique for disease prediction

Authors : Yun-Chien Tseng; Chuan-Wei Kuo; Wen-Chih Peng

Subjects: Disease prediction; Semi-supervised learning; Attention

Source: BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-19 (2024)

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Academic Journal

Shifting to machine supervision: annotation-efficient semi and self-supervised learning for automatic medical image segmentation and classification

Authors : Pranav Singh; Raviteja Chukkapalli; Shravan Chaudhari

Subjects: Medical image analysis; Self-supervision; Semi-supervised learning

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)

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Academic Journal

Semi-supervised semantic labeling of remote sensing images with improved image-level selection retraining

Authors : Qiongqiong Hu; Yuechao Wu; Ying Li

Subjects: Deep convolutional neural networks; Remote sensing images; Semantic labeling

Source: Alexandria Engineering Journal, Vol 94, Iss , Pp 235-247 (2024)

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