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Small Data Image Classification

Supervised image classification with tens to hundreds of labeled training examples.

Papers

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Showing 91–100 of 179 papers

TitleStatusHype
Lung CT Imaging Sign Classification through Deep Learning on Small Data—0
A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning—0
Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets—0
MIRA: A Computational Neuro-Based Cognitive Architecture Applied to Movie Recommender SystemsCode0
Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts—0
A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regimeCode0
Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives—0
Active Image Synthesis for Efficient Labeling—0
Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled DataCode0
Visual Feature Fusion and its Application to Support Unsupervised Clustering Tasks—0
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