Fusion of classical and deep learning features with incremental learning for improved classification of lung and colon cancer. [PDF]
Anusha M, Reddy DS.
europepmc +1 more source
Enhanced Intrusion Detection with Data Stream Classification and Concept Drift Guided by the Incremental Learning Genetic Programming Combiner. [PDF]
Shyaa MA +5 more
europepmc +1 more source
vEMRec is a frequency‐adaptive computational framework for three‐dimensional alignment in volume electron microscopy. It integrates feature‐based rigid alignment with Gaussian filter‐guided elastic registration to correct rigid misalignments and nonlinear distortions while preserving structural fidelity.
Zhenbang Zhang +7 more
wiley +1 more source
Uncertainty aware domain incremental learning for cross domain depression detection. [PDF]
Lifelo Z, Ding J, Ning H, Dhelim S.
europepmc +1 more source
Incremental Learning for Dermatological Imaging Modality Classification. [PDF]
Morgado AC +3 more
europepmc +1 more source
Boosting Photo‐Pyroelectric Effect via Tunable Polarization and Interfacial Defect Engineering
This study reports Ba(Ti0.85Zr0.15)O3 nanocatalysts with enhanced polarization and oxygen‐vacancy‐rich interfaces for efficient NIR‐II photo‐pyroelectric therapy. Zr doping boosts the pyroelectric coefficient and accelerates polarization switching, while oxygen vacancies improve photothermal conversion and surface reactivity.
Yanli Huang +13 more
wiley +1 more source
A New Incremental Learning Method Based on Rainbow Memory for Fault Diagnosis of AUV. [PDF]
Li Y, Ye Y, Zhang Z, Wen L.
europepmc +1 more source
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation. [PDF]
You C +7 more
europepmc +1 more source
Encoding Cumulation to Learn Perturbative Nonlinear Oscillatory Dynamics
Weak nonlinearities critically shape the long term behavior of oscillatory systems but are difficult to identify from data. A data‐driven framework is introduced to infer governing equations of weakly nonlinear oscillators from sparse and noisy observations.
Teng Ma +5 more
wiley +1 more source
A spatially aware global and local perspective approach for few-shot incremental learning. [PDF]
Wu H +7 more
europepmc +1 more source

