SOTAVerified

Small Data Image Classification

Supervised image classification with tens to hundreds of labeled training examples.

Papers

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Showing 11–20 of 179 papers

TitleStatusHype
Ensemble long short-term memory (EnLSTM) networkCode1
Tune It or Don't Use It: Benchmarking Data-Efficient Image ClassificationCode1
Finding Covid-19 from Chest X-rays using Deep Learning on a Small DatasetCode1
Image Classification With Small Datasets: Overview and BenchmarkCode1
Parametric Scattering NetworksCode1
ChimeraMix: Image Classification on Small Datasets via Masked Feature MixingCode1
Generative Latent Implicit Conditional Optimization when Learning from Small SampleCode1
Estimating uncertainty of earthquake rupture using Bayesian neural networkCode0
An Infinite Parade of Giraffes: Expressive Augmentation and Complexity Layers for Cartoon DrawingCode0
Deep Kernels with Probabilistic Embeddings for Small-Data LearningCode0
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