Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs May 24, 2019 Classification General Classification
— Unverified Optimizing Shallow Networks for Binary Classification May 24, 2019 Binary Classification Classification
— Unverified forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction May 23, 2019 Classification feature selection
— Unverified Leveraging Uncertainty in Deep Learning for Selective Classification May 23, 2019 Classification Decision Making
— Unverified An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese May 23, 2019 Classification General Classification
— Unverified Binary Classification with Bounded Abstention Rate May 23, 2019 Binary Classification Classification
— Unverified Selection of a Minimal Number of Significant Porcine SNPs by an Information Gain and Genetic Algorithm Hybrid Model May 22, 2019 Classification feature selection
— Unverified Multi-Task Kernel Null-Space for One-Class Classification May 22, 2019 Classification General Classification
— Unverified Segmentation-Aware Hyperspectral Image Classification May 22, 2019 Classification General Classification
— Unverified Augmenting Data with Mixup for Sentence Classification: An Empirical Study May 22, 2019 Classification Data Augmentation
Code Code Available Generative Imputation and Stochastic Prediction May 22, 2019 Classification General Classification
Code Code Available EEG Classification by factoring in Sensor Configuration May 22, 2019 Classification Diagnostic
— Unverified A Two-stage Classification Method for High-dimensional Data and Point Clouds May 21, 2019 Classification General Classification
— Unverified Transmitter Classification With Supervised Deep Learning May 20, 2019 Classification Deep Learning
— Unverified Target Based Speech Act Classification in Political Campaign Text May 20, 2019 Classification General Classification
Code Code Available An Online Stochastic Kernel Machine for Robust Signal Classification May 19, 2019 Classification General Classification
— Unverified MOBA: A multi-objective bounded-abstention model for two-class cost-sensitive problems May 17, 2019 Classification General Classification
— Unverified Reference-Based Sequence Classification May 17, 2019 Classification General Classification
— Unverified Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset May 17, 2019 Classification Deep Learning
Code Code Available SuperTML: Domain Transfer from Computer Vision to Structured Tabular Data through Two-Dimensional Word Embedding May 16, 2019 Classification text-classification
— Unverified Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection May 16, 2019 Classification Deep Learning
Code Code Available ncRNA Classification with Graph Convolutional Networks May 16, 2019 Classification General Classification
Code Code Available TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes May 16, 2019 Classification General Classification
— Unverified Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks May 15, 2019 Classification CPU
Code Code Available Vehicle Shape and Color Classification Using Convolutional Neural Network May 15, 2019 Classification General Classification
— Unverified GMNN: Graph Markov Neural Networks May 15, 2019 Classification General Classification
Code Code Available BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading May 15, 2019 Classification Diabetic Retinopathy Grading
Code Code Available Classification via an Embedded Approach May 15, 2019 Classification General Classification
— Unverified Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels May 15, 2019 Classification General Classification
— Unverified PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model May 14, 2019 Classification General Classification
Code Code Available Assessing the Difficulty of Classifying ConceptNet Relations in a Multi-Label Classification Setting May 14, 2019 Classification General Classification
— Unverified An Improved Self-supervised GAN via Adversarial Training May 14, 2019 Classification General Classification
— Unverified Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification May 14, 2019 Classification General Classification
Code Code Available Transition Subspace Learning based Least Squares Regression for Image Classification May 14, 2019 Classification General Classification
— Unverified Joint Object and State Recognition using Language Knowledge May 13, 2019 Classification General Classification
— Unverified Classification of Perceived Human Stress using Physiological Signals May 13, 2019 Classification EEG
— Unverified Multi-Agent Image Classification via Reinforcement Learning May 13, 2019 Classification General Classification
Code Code Available A novel statistical metric learning for hyperspectral image classification May 13, 2019 Classification Diversity
— Unverified Physically-interpretable classification of biological network dynamics for complex collective motions May 13, 2019 Classification General Classification
Code Code Available Programmable Spectrometry -- Per-pixel Classification of Materials using Learned Spectral Filters May 13, 2019 Classification General Classification
— Unverified Breast cancer image classification on WSI with spatial correlations May 12, 2019 Classification General Classification
Code Code Available A Comparison of Techniques for Sentiment Classification of Film Reviews May 12, 2019 BIG-bench Machine Learning Classification
— Unverified Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification May 12, 2019 Classification General Classification
— Unverified On Graph Classification Networks, Datasets and Baselines May 12, 2019 BIG-bench Machine Learning Classification
— Unverified Predictive Ensemble Learning with Application to Scene Text Detection May 12, 2019 Classification Ensemble Learning
— Unverified Multitask Deep Learning with Spectral Knowledge for Hyperspectral Image Classification May 11, 2019 Classification Deep Learning
Code Code Available Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification May 11, 2019 Classification General Classification
Code Code Available Accuracy Improvement of Neural Network Training using Particle Swarm Optimization and its Stability Analysis for Classification May 11, 2019 Classification General Classification
Code Code Available Breast Tumor Classification and Segmentation using Convolutional Neural Networks May 10, 2019 Classification Clustering
— Unverified Multiclass Language Identification using Deep Learning on Spectral Images of Audio Signals May 10, 2019 Classification General Classification
— Unverified 