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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 1–10 of 179 papers

TitleStatusHype
TorchXRayVision: A library of chest X-ray datasets and modelsCode2
Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small dataCode2
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial LocationCode1
ChimeraMix: Image Classification on Small Datasets via Masked Feature MixingCode1
Generative Latent Implicit Conditional Optimization when Learning from Small SampleCode1
Mix-n-Match: Ensemble and Compositional Methods for Uncertainty Calibration in Deep LearningCode1
Analysis of Social Media Data using Multimodal Deep Learning for Disaster ResponseCode1
DeepMoD: Deep learning for Model Discovery in noisy dataCode1
Finding Covid-19 from Chest X-rays using Deep Learning on a Small DatasetCode1
Ensemble long short-term memory (EnLSTM) networkCode1
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