Texture CNN for Histopathological Image Classification May 28, 2019 Classification General Classification
— Unverified Graph Neural Networks Exponentially Lose Expressive Power for Node Classification May 27, 2019 Classification General Classification
Code Code Available On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks May 27, 2019 Classification Data Augmentation
Code Code Available Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes May 27, 2019 Classification General Classification
— Unverified Radar-based Feature Design and Multiclass Classification for Road User Recognition May 27, 2019 Binarization Classification
— Unverified Best-scored Random Forest Classification May 27, 2019 Binary Classification Classification
— Unverified Breast mass classification in ultrasound based on Kendall's shape manifold May 27, 2019 Classification Feature Engineering
— Unverified GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification May 27, 2019 Classification General Classification
Code Code Available Cumulative link models for deep ordinal classification May 27, 2019 Classification General Classification
Code Code Available Classification Accuracy Score for Conditional Generative Models May 26, 2019 Classification General Classification
— Unverified Rearchitecting Classification Frameworks For Increased Robustness May 26, 2019 Autonomous Driving Classification
— Unverified Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface May 26, 2019 Brain Computer Interface Classification
— Unverified Hyperbolic Interaction Model For Hierarchical Multi-Label Classification May 26, 2019 Classification General Classification
Code Code Available Robust Classification using Robust Feature Augmentation May 26, 2019 Binarization Classification
— Unverified SuperCaptioning: Image Captioning Using Two-dimensional Word Embedding May 25, 2019 Classification General Classification
— Unverified Average Individual Fairness: Algorithms, Generalization and Experiments May 25, 2019 Classification Fairness
Code Code Available A Generalization Error Bound for Multi-class Domain Generalization May 24, 2019 Classification Domain Generalization
— Unverified Optimizing Shallow Networks for Binary Classification May 24, 2019 Binary Classification Classification
— Unverified Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs May 24, 2019 Classification General 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 Binary Classification with Bounded Abstention Rate May 23, 2019 Binary Classification Classification
— Unverified An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese May 23, 2019 Classification General Classification
— Unverified EEG Classification by factoring in Sensor Configuration May 22, 2019 Classification Diagnostic
— Unverified Multi-Task Kernel Null-Space for One-Class 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 Segmentation-Aware Hyperspectral Image Classification May 22, 2019 Classification General 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 A Two-stage Classification Method for High-dimensional Data and Point Clouds May 21, 2019 Classification General Classification
— Unverified Target Based Speech Act Classification in Political Campaign Text May 20, 2019 Classification General Classification
Code Code Available Transmitter Classification With Supervised Deep Learning May 20, 2019 Classification Deep Learning
— Unverified 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 Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset May 17, 2019 Classification Deep Learning
Code Code Available Reference-Based Sequence Classification May 17, 2019 Classification General Classification
— Unverified TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes May 16, 2019 Classification General Classification
— Unverified SuperTML: Domain Transfer from Computer Vision to Structured Tabular Data through Two-Dimensional Word Embedding May 16, 2019 Classification text-classification
— Unverified ncRNA Classification with Graph Convolutional Networks May 16, 2019 Classification General Classification
Code Code Available Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection May 16, 2019 Classification Deep Learning
Code Code Available Vehicle Shape and Color Classification Using Convolutional Neural Network May 15, 2019 Classification General Classification
— Unverified Classification via an Embedded Approach May 15, 2019 Classification General Classification
— Unverified BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading May 15, 2019 Classification Diabetic Retinopathy Grading
Code Code Available GMNN: Graph Markov Neural Networks May 15, 2019 Classification General Classification
Code Code Available Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks May 15, 2019 Classification CPU
Code Code Available Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels May 15, 2019 Classification General Classification
— Unverified Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification 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 PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model 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 