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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 41–50 of 179 papers

TitleStatusHype
Estimating uncertainty of earthquake rupture using Bayesian neural networkCode0
Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systemsCode0
A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regimeCode0
CuMF_SGD: Fast and Scalable Matrix FactorizationCode0
Learning What and Where to TransferCode0
Data-efficient Neural Text Compression with Interactive LearningCode0
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data AnnotationsCode0
Deep Learning Approach for Very Similar Objects Recognition Application on Chihuahua and Muffin ProblemCode0
Deep learning for Chemometric and non-translational dataCode0
Deep Kernels with Probabilistic Embeddings for Small-Data LearningCode0
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