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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 51–60 of 179 papers

TitleStatusHype
Deep Kernels with Probabilistic Embeddings for Small-Data LearningCode0
Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled DataCode0
Generative Modeling for Small-Data Object DetectionCode0
Estimating uncertainty of earthquake rupture using Bayesian neural networkCode0
Global Autoregressive Models for Data-Efficient Sequence LearningCode0
On Coresets for Support Vector MachinesCode0
The Fast and the Flexible: training neural networks to learn to follow instructions from small dataCode0
Big-Data Science in Porous Materials: Materials Genomics and Machine Learning—0
Beyond Fine Tuning: A Modular Approach to Learning on Small Data—0
Annotation of a Large Clinical Entity Corpus—0
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