Unsupervised domain adaptation uda

Results 121 to 130 of about 2,905 (180)

Addressing cross-population domain shift in chest X-ray classification through supervised adversarial domain adaptation. [PDF]

Sci Rep
Musa A, Prasad R, Hernandez M.
europepmc +1 more source

[Shape-aware cross-modal domain adaptive segmentation model]. [PDF]

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi
Liu Y, Qi L, Diao Z, Feng G, Li Y, Jiang Z. +5 more
europepmc +1 more source

Source Domain Dataset Condensation for Unsupervised Deep Domain Adaptation : Benchmarks of UDA algorithms with condensed inputs and analysis of domain invariance

Modern deep-learning applications require vast amounts of data. Fine-tuning allows knowledge sharing between algorithms, enabling broader access to machine learning without the need for extensive computational resources to train on large datasets. Fine-tuning methods are primarily used for supervised tasks, where knowledge is extracted from a labeled ...
openaire +1 more source

Cross-Domain Object Detection with Hierarchical Multi-Scale Domain Adaptive YOLO. [PDF]

Sensors (Basel)
Zhu S, Zhu P, Wu Y, Qiao W.
europepmc +1 more source

Pseudolabel guided pixels contrast for domain adaptive semantic segmentation. [PDF]

Sci Rep
Xiang J, Wan C, Cao Z.
europepmc +1 more source

A semi-supervised domain adaptive medical image segmentation method based on dual-level multi-scale alignment. [PDF]

Sci Rep
Li H, Wang Y, Qiang Y.
europepmc +1 more source

Calibrated Adaptive Teacher for Domain-Adaptive Intelligent Fault Diagnosis. [PDF]

Sensors (Basel)
Forest F, Fink O.
europepmc +1 more source

Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Biparametric MRI Datasets. [PDF]