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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 26–50 of 179 papers

TitleStatusHype
Meta-Meta Classification for One-Shot LearningCode0
On Adversarial Examples and Stealth Attacks in Artificial Intelligence Systems—0
A Close Look at Deep Learning with Small Data—0
Deep Neural Review Text Interaction for Recommendation Systems—0
Adaptive Name Entity Recognition under Highly Unbalanced Data—0
Performance Analysis of Semi-supervised Learning in the Small-data Regime using VAEsCode0
Data Structures & Algorithms for Exact Inference in Hierarchical ClusteringCode0
Better Classifier Calibration for Small Data Sets—0
Meta-learning for mixed linear regression—0
On Coresets for Support Vector MachinesCode0
On a scalable entropic breaching of the overfitting barrier in machine learning—0
Better Multi-class Probability Estimates for Small Data Sets—0
Big-Data Science in Porous Materials: Materials Genomics and Machine Learning—0
Identifying Table Structure in Documents using Conditional Generative Adversarial Networks—0
Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systemsCode0
Randomly Projected Additive Gaussian Processes for RegressionCode0
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation—0
Generalizable prediction of academic performance from short texts on social media—0
Towards Hardware-Aware Tractable Learning of Probabilistic ModelsCode0
Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and SummarisationCode0
Estimating uncertainty of earthquake rupture using Bayesian neural networkCode0
Learning to Control Latent Representations for Few-Shot Learning of Named Entities—0
CD2 : Combined Distances of Contrast Distributions for the Assessment of Perceptual Quality of Image Processing—0
Comparison of Deep learning models on time series forecasting : a case study of Dissolved Oxygen PredictionCode0
Transfer Learning of fMRI Dynamics—0
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