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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 31–40 of 179 papers

TitleStatusHype
Performance Analysis of Semi-supervised Learning in the Small-data Regime using VAEsCode0
Data Structures & Algorithms for Exact Inference in Hierarchical ClusteringCode0
Better Classifier Calibration for Small Data Sets—0
Meta-learning for mixed linear regression—0
On Coresets for Support Vector MachinesCode0
On a scalable entropic breaching of the overfitting barrier in machine learning—0
Better Multi-class Probability Estimates for Small Data Sets—0
Big-Data Science in Porous Materials: Materials Genomics and Machine Learning—0
Identifying Table Structure in Documents using Conditional Generative Adversarial Networks—0
Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systemsCode0
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