SOTAVerified

Small Data Image Classification

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

Papers

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Showing 151–179 of 179 papers

TitleStatusHype
CD2 : Combined Distances of Contrast Distributions for the Assessment of Perceptual Quality of Image Processing—0
Combining Deep Learning and Argumentative Reasoning for the Analysis of Social Media Textual Content Using Small Data Sets—0
Compact Representation of Uncertainty in Clustering—0
Competing Models—0
Credal Model Averaging for classification: representing prior ignorance and expert opinions—0
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense—0
Deep Kernel Learning via Random Fourier Features—0
Deep Neural Review Text Interaction for Recommendation Systems—0
Deep semi-supervised segmentation with weight-averaged consistency targets—0
Designing Accurate Emulators for Scientific Processes using Calibration-Driven Deep Models—0
Do we still need fuzzy classifiers for Small Data in the Era of Big Data?—0
DragonPaint: Rule based bootstrapping for small data with an application to cartoon coloring—0
Effect of Activation Functions on the Training of Overparametrized Neural Nets—0
Efficiently Bounding Optimal Solutions after Small Data Modification in Large-Scale Empirical Risk Minimization—0
Ensemble and Reranking: Using Multiple Models in the NICT-2 Neural Machine Translation System at WAT2017—0
Evaluating the Consistency of Word Embeddings from Small Data—0
FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition—0
Facial Expression Recognition Using a Hybrid CNN-SIFT Aggregator—0
Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives—0
`Fighting' or `Conflict'? An Approach to Revealing Concepts of Terms in Political Discourse—0
Frankenstein: Learning Deep Face Representations using Small Data—0
Fully Automatic Segmentation of Sublingual Veins from Retrained U-Net Model for Few Near Infrared Images—0
Fully Convolutional Networks for Chip-wise Defect Detection Employing Photoluminescence Images—0
Generalizable prediction of academic performance from short texts on social media—0
High Dimensional Low Rank plus Sparse Matrix Decomposition—0
How biased are maximum entropy models?—0
Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets—0
HydraMix: Multi-Image Feature Mixing for Small Data Image Classification—0
Identifying Table Structure in Documents using Conditional Generative Adversarial Networks—0
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