SOTAVerified

Small Data Image Classification

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

Papers

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Showing 101–110 of 179 papers

TitleStatusHype
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
Fully Automatic Segmentation of Sublingual Veins from Retrained U-Net Model for Few Near Infrared Images—0
Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction—0
Combining Deep Learning and Argumentative Reasoning for the Analysis of Social Media Textual Content Using Small Data Sets—0
Modern Neural Networks Generalize on Small Data Sets—0
Compact Representation of Uncertainty in Clustering—0
A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival Analysis—0
Learning with tree-based tensor formats—0
An Infinite Parade of Giraffes: Expressive Augmentation and Complexity Layers for Cartoon DrawingCode0
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