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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 21–30 of 179 papers

TitleStatusHype
A Close Look at Deep Learning with Small Data—0
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial LocationCode1
Deep Neural Review Text Interaction for Recommendation Systems—0
Mix-n-Match: Ensemble and Compositional Methods for Uncertainty Calibration in Deep LearningCode1
Adaptive Name Entity Recognition under Highly Unbalanced Data—0
Unbiased Mean Teacher for Cross-domain Object DetectionCode1
Rigid-Soft Interactive Learning for Robust GraspingCode1
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
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