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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

Title	Date	Tasks	Status	Hype	Score
Hidden Physics Models: Machine Learning of Nonlinear Partial Differential Equations	Aug 2, 2017	BIG-bench Machine LearningGaussian Processes	CodeCode Available	0	5
Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR	May 29, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
Global Autoregressive Models for Data-Efficient Sequence Learning	Sep 16, 2019	Language ModellingSmall Data Image Classification	CodeCode Available	0	5
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks	Oct 3, 2019	Few-Shot Image ClassificationGeneral Classification	CodeCode Available	0	5
High-risk learning: acquiring new word vectors from tiny data	Jul 20, 2017	Language ModelingLanguage Modelling	CodeCode Available	0	5
A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines	Aug 8, 2018	Data AugmentationDeep Learning	CodeCode Available	0	5
Estimating uncertainty of earthquake rupture using Bayesian neural network	Nov 21, 2019	FrictionSmall Data Image Classification	CodeCode Available	0	5
Capturing Structure Implicitly from Time-Series having Limited Data	Mar 15, 2018	scientific discoverySmall Data Image Classification	CodeCode Available	0	5
Generative Modeling for Small-Data Object Detection	Oct 16, 2019	Objectobject-detection	CodeCode Available	0	5
Deep learning for Chemometric and non-translational data	Oct 1, 2019	Deep LearningSmall Data Image Classification	CodeCode Available	0	5

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