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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 161–170 of 179 papers

Title	Date	Tasks	Status	Hype
Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systems	Dec 30, 2019	BIG-bench Machine LearningSmall Data Image Classification	CodeCode Available	0
Deep Learning Approach for Very Similar Objects Recognition Application on Chihuahua and Muffin Problem	Jan 29, 2018	BIG-bench Machine LearningSmall Data Image Classification	CodeCode Available	0
Towards Hardware-Aware Tractable Learning of Probabilistic Models	Dec 1, 2019	Activity RecognitionEdge-computing	CodeCode Available	0
An Infinite Parade of Giraffes: Expressive Augmentation and Complexity Layers for Cartoon Drawing	Nov 8, 2018	Image GenerationSmall Data Image Classification	CodeCode Available	0
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation	Nov 22, 2019	Bayesian OptimisationCommunity Question Answering	CodeCode Available	0
Randomly Projected Additive Gaussian Processes for Regression	Dec 30, 2019	Gaussian Processesregression	CodeCode Available	0
SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery	Nov 12, 2019	Drug DiscoveryLanguage Modeling	CodeCode Available	0
A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines	Aug 8, 2018	Data AugmentationDeep Learning	CodeCode Available	0
SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data	Apr 3, 2019	ImputationSmall Data Image Classification	CodeCode Available	0
Comparison of Deep learning models on time series forecasting : a case study of Dissolved Oxygen Prediction	Nov 17, 2019	Deep LearningSmall Data Image Classification	CodeCode Available	0

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