Results 141 to 150 of about 3,036,262 (193)

A Comprehensive Drift-Adaptive Framework for Sustaining Model Performance in COVID-19 Detection From Dynamic Cough Audio Data: Model Development and Validation. [PDF]

J Med Internet Res
Ganitidis T, Athanasiou M, Mitsis K, Zarkogianni K, Nikita KS.   +4 more
europepmc   +1 more source

Contrastive learning enhanced pseudo-labeling for unsupervised domain adaptation in person re-identification. [PDF]

PLoS One
Bai X, Zhang Y, Zhang C, Wang Z.
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

Moderna djupinlärningsapplikationer kräver stora mängder data. Fine-tuning möjliggör kun- skapsdelning mellan algoritmer, vilket ger bredare tillgång till maskininlärning utan att kräva omfattande beräkningsresurser för att träna på stora datamängder.
openaire   +1 more source

A Practical Weakly Supervised Framework for Dose-Up Translation of Low-Enhanced CT Under Clinical Acquisition Variability. [PDF]

J Imaging
Lee JB, Lim SH, Jung YJ, Kim JH, Lee HG.
europepmc   +1 more source

BL-UDA: Towards Unsupervised Domain-Adaptive Surgical Instrument Segmentation with Source Box Labels

Proceedings of the 2026 International Conference on Multimedia Retrieval
Ziyuan Zhao, Yuhua Wang, Yifang Yin, Yichen Zhang, Xulei Yang, Jun Cheng, Roger Zimmermann, Cuntai Guan, S. Kevin Zhou   +8 more
openaire   +1 more source

Unsupervised Domain Adaptation Method Based on Relative Entropy Regularization and Measure Propagation. [PDF]

Entropy (Basel)
Tan L, Peng Z, Song Y, Liu X, Jiang H, Liu S, Wu W, Xiang Z.   +7 more
europepmc   +1 more source

Unsupervised Class Generation to Expand Semantic Segmentation Datasets. [PDF]

J Imaging
Montalvo J, García-Martín Á, Carballeira P, SanMiguel JC.   +3 more
europepmc   +1 more source

Towards bridging the synthetic-to-real gap in quantitative photoacoustic tomography via unsupervised domain adaptation. [PDF]

Photoacoustics
Wang Z, Tao W, Zhang Z, Zhao H.
europepmc   +1 more source

Sim-to-real domain adaptation based completion level recognition for autonomous micro-drilling in biomedical application. [PDF]

Sci Rep
Zhao E, Perez SAH, Harada K.
europepmc   +1 more source

A Systematic Study on Pretraining Strategies for Low-Label Remote Sensing Image Semantic Segmentation. [PDF]

Sensors (Basel)
Liu P, Zhu H, Mi X, Yang J, Meng Y, Zhao H, Gu X.   +6 more
europepmc   +1 more source