SOTAVerified

Small Data Image Classification

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

Papers

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Showing 151–160 of 179 papers

TitleStatusHype
High-risk learning: acquiring new word vectors from tiny dataCode0
Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled DataCode0
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data AnnotationsCode0
Unsupervised Motion Artifact Detection in Wrist-Measured Electrodermal Activity DataCode0
The Fast and the Flexible: training neural networks to learn to follow instructions from small dataCode0
Estimating uncertainty of earthquake rupture using Bayesian neural networkCode0
Deep Kernels with Probabilistic Embeddings for Small-Data LearningCode0
Meta-Meta Classification for One-Shot LearningCode0
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational InferenceCode0
MIRA: A Computational Neuro-Based Cognitive Architecture Applied to Movie Recommender SystemsCode0
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