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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 76–100 of 179 papers

TitleStatusHype
Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial Intelligence—0
Enhancing Simple Models by Exploiting What They Already Know—0
Lie Transform--based Neural Networks for Dynamics Simulation and Learning—0
Local Contrast Learning—0
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks—0
Lung CT Imaging Sign Classification through Deep Learning on Small Data—0
Massive Online Crowdsourced Study of Subjective and Objective Picture Quality—0
Maximum Likelihood Estimation for Single Linkage Hierarchical Clustering—0
Meta-learning for mixed linear regression—0
Meta Reinforcement Learning with Latent Variable Gaussian Processes—0
Modern Neural Networks Generalize on Small Data Sets—0
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation—0
Multiphase flow prediction with deep neural networks—0
Multiple-gaze geometry: Inferring novel 3D locations from gazes observed in monocular video—0
A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning—0
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment—0
Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification—0
Novel quantitative indicators of digital ophthalmoscopy image quality—0
On Adversarial Examples and Stealth Attacks in Artificial Intelligence Systems—0
On a scalable entropic breaching of the overfitting barrier in machine learning—0
One-Shot Coresets: The Case of k-Clustering—0
Ordinal Constrained Binary Code Learning for Nearest Neighbor Search—0
Predicting Oral Disintegrating Tablet Formulations by Neural Network Techniques—0
Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts—0
Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed—0
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