Single-Label Multi-Class Image Classification by Deep Logistic Regression Nov 20, 2018 Attribute Classification
— Unverified Transfer Learning Using Classification Layer Features of CNN Nov 19, 2018 Classification General Classification
— Unverified Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories Nov 19, 2018 Classification General Classification
— Unverified Behavioral Malware Classification using Convolutional Recurrent Neural Networks Nov 19, 2018 Behavioral Malware Classification Behavioral Malware Detection
— Unverified Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition Nov 19, 2018 Classification EEG
— Unverified Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification Nov 17, 2018 Anatomy Classification
— Unverified Image Classification at Supercomputer Scale Nov 16, 2018 Classification Deep Learning
— Unverified Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations Nov 16, 2018 Classification Decision Making
— Unverified AclNet: efficient end-to-end audio classification CNN Nov 16, 2018 Audio Classification Classification
— Unverified Improving Skin Condition Classification with a Question Answering Model Nov 15, 2018 Classification General Classification
— Unverified Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms Nov 15, 2018 Classification General Classification
— Unverified Physical Signal Classification Via Deep Neural Networks Nov 15, 2018 Classification General Classification
— Unverified A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification Nov 14, 2018 Abstractive Text Summarization Classification
— Unverified Neural Based Statement Classification for Biased Language Nov 14, 2018 Classification General Classification
— Unverified Mammographic density: Comparison of visual assessment with fully automatic calculation on a multivendor dataset Nov 13, 2018 Binary Classification Classification
— Unverified ML-Net: multi-label classification of biomedical texts with deep neural networks Nov 13, 2018 Benchmarking Classification
Code Code Available Neuroimaging Modality Fusion in Alzheimer's Classification Using Convolutional Neural Networks Nov 13, 2018 Classification General Classification
— Unverified Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNN Nov 12, 2018 Autonomous Driving Classification
Code Code Available Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training Nov 12, 2018 Classification Dialogue Act Classification
— Unverified Classifying Patent Applications with Ensemble Methods Nov 12, 2018 Classification General Classification
— Unverified Learning Representations of Missing Data for Predicting Patient Outcomes Nov 12, 2018 Binary Classification Classification
— Unverified Adversarial Learning of Label Dependency: A Novel Framework for Multi-class Classification Nov 12, 2018 Classification General Classification
— Unverified A Deep Ensemble Framework for Fake News Detection and Classification Nov 12, 2018 Classification Fake News Detection
— Unverified Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks Nov 12, 2018 Classification Data Augmentation
— Unverified Fashion and Apparel Classification using Convolutional Neural Networks Nov 11, 2018 Classification Gender Classification
— Unverified Adapting multi-armed bandits policies to contextual bandits scenarios Nov 11, 2018 Binary Classification Classification
Code Code Available Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network Nov 10, 2018 Cancer Classification Classification
Code Code Available Automated Multi-Label Classification based on ML-Plan Nov 9, 2018 AutoML BIG-bench Machine Learning
— Unverified Skeptical Deep Learning with Distribution Correction Nov 9, 2018 Classification Deep Learning
— Unverified Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches Nov 8, 2018 Classification General Classification
— Unverified A simple yet effective baseline for non-attributed graph classification Nov 8, 2018 Classification Computational Efficiency
Code Code Available Amalgamating Knowledge towards Comprehensive Classification Nov 7, 2018 Classification General Classification
— Unverified ColorUNet: A convolutional classification approach to colorization Nov 7, 2018 Classification Colorization
— Unverified Time Series Classification to Improve Poultry Welfare Nov 7, 2018 Classification Dictionary Learning
— Unverified Automatic human sleep stage scoring using Deep Neural Networks Nov 6, 2018 Classification General Classification
Code Code Available An exploration of algorithmic discrimination in data and classification Nov 6, 2018 Classification General Classification
— Unverified 3DCapsule: Extending the Capsule Architecture to Classify 3D Point Clouds Nov 6, 2018 Classification Classify 3D Point Clouds
— Unverified Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables Nov 6, 2018 Binary Classification Classification
— Unverified Fine-grained Apparel Classification and Retrieval without rich annotations Nov 6, 2018 Classification General Classification
Code Code Available FUNN: Flexible Unsupervised Neural Network Nov 5, 2018 Classification General Classification
— Unverified Learning to Explicitate Connectives with Seq2Seq Network for Implicit Discourse Relation Classification Nov 5, 2018 Classification Discourse Parsing
— Unverified Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Nov 5, 2018 Classification General Classification
Code Code Available SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection Nov 5, 2018 3D Object Classification Classification
— Unverified Transfer learning for time series classification Nov 5, 2018 Classification Dynamic Time Warping
Code Code Available Block-wise Partitioning for Extreme Multi-label Classification Nov 4, 2018 Classification Extreme Multi-Label Classification
— Unverified Towards Sparse Hierarchical Graph Classifiers Nov 3, 2018 Classification General Classification
Code Code Available Transductive Learning with String Kernels for Cross-Domain Text Classification Nov 2, 2018 Classification Cross-Domain Text Classification
— Unverified Comparison of Classification Algorithms Used Medical Documents Categorization Nov 2, 2018 Classification feature selection
— Unverified Importance of Self-Attention for Sentiment Analysis Nov 1, 2018 Classification Decision Making
— Unverified Classification of Tweets about Reported Events using Neural Networks Nov 1, 2018 Classification General Classification
— Unverified 