SOTAVerified

Small Data Image Classification

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

Papers

Showing 151175 of 179 papers

TitleStatusHype
Interpretable Structure-Evolving LSTM0
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets0
Improving word alignment for low resource languages using English monolingual SRL0
QCRI @ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features0
Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning0
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment0
Ordinal Constrained Binary Code Learning for Nearest Neighbor Search0
Beyond Fine Tuning: A Modular Approach to Learning on Small Data0
CuMF_SGD: Fast and Scalable Matrix FactorizationCode0
FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition0
Facial Expression Recognition Using a Hybrid CNN-SIFT Aggregator0
Efficiently Bounding Optimal Solutions after Small Data Modification in Large-Scale Empirical Risk Minimization0
Stochastic Function Norm Regularization of Deep NetworksCode0
Frankenstein: Learning Deep Face Representations using Small Data0
Large-Scale Detection of Non-Technical Losses in Imbalanced Data Sets0
Maximum Likelihood Estimation for Single Linkage Hierarchical Clustering0
L1 logistic regression as a feature selection step for training stable classification trees for the prediction of severity criteria in imported malaria0
Massive Online Crowdsourced Study of Subjective and Objective Picture Quality0
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks0
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational InferenceCode0
An Improved Deep Learning Architecture for Person Re-Identification0
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks0
Analysis of PCA Algorithms in Distributed Environments0
A Novel Hybrid CNN-AIS Visual Pattern Recognition Engine0
High Dimensional Low Rank plus Sparse Matrix Decomposition0
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