A Fast and Robust TSVM for Pattern Classification Nov 15, 2017 Classification General Classification
Code Code Available LIUBoost : Locality Informed Underboosting for Imbalanced Data Classification Nov 15, 2017 Classification General Classification
— Unverified Dynamic Principal Projection for Cost-Sensitive Online Multi-Label Classification Nov 14, 2017 Classification General Classification
— Unverified Unsupervised patient representations from clinical notes with interpretable classification decisions Nov 14, 2017 Classification Denoising
— Unverified Saliency-based Sequential Image Attention with Multiset Prediction Nov 14, 2017 Classification General Classification
— Unverified Sparse quadratic classification rules via linear dimension reduction Nov 13, 2017 Classification Dimensionality Reduction
Code Code Available Provably efficient neural network representation for image classification Nov 13, 2017 Classification Efficient Neural Network
— Unverified An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network Nov 13, 2017 Classification General Classification
— Unverified 3D Shape Classification Using Collaborative Representation based Projections Nov 13, 2017 3D Shape Classification Classification
— Unverified Breast density classification with deep convolutional neural networks Nov 10, 2017 breast density classification Classification
Code Code Available Deep Within-Class Covariance Analysis for Robust Audio Representation Learning Nov 10, 2017 Acoustic Scene Classification Classification
— Unverified Fast Meta-Learning for Adaptive Hierarchical Classifier Design Nov 9, 2017 Binary Classification Classification
Code Code Available Image Captioning and Classification of Dangerous Situations Nov 7, 2017 Anomaly Detection Classification
— Unverified Aspect-level Sentiment Classification with HEAT (HiErarchical ATtention) Network Nov 6, 2017 Classification Sentence
— Unverified Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data Nov 6, 2017 Classification General Classification
Code Code Available End-to-End Video Classification with Knowledge Graphs Nov 6, 2017 BIG-bench Machine Learning Classification
— Unverified Structure Regularized Bidirectional Recurrent Convolutional Neural Network for Relation Classification Nov 6, 2017 Classification General Classification
— Unverified Unsupervised Learning of Semantic Audio Representations Nov 6, 2017 Audio Classification Classification
— Unverified Multi-label Dataless Text Classification with Topic Modeling Nov 5, 2017 Classification General Classification
Code Code Available Convolutional Drift Networks for Video Classification Nov 3, 2017 Classification General Classification
— Unverified Real-Time Document Image Classification using Deep CNN and Extreme Learning Machines Nov 3, 2017 Classification Deep Learning
— Unverified Oversampling for Imbalanced Learning Based on K-Means and SMOTE Nov 2, 2017 Classification Clustering
Code Code Available A Classification-Based Study of Covariate Shift in GAN Distributions Nov 2, 2017 Classification Diversity
— Unverified Data Augmentation in Emotion Classification Using Generative Adversarial Networks Nov 2, 2017 Classification Data Augmentation
— Unverified Identifying Usage Expression Sentences in Consumer Product Reviews Nov 1, 2017 Classification General Classification
— Unverified Cascading Multiway Attentions for Document-level Sentiment Classification Nov 1, 2017 Classification General Classification
— Unverified Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising Nov 1, 2017 Classification General Classification
— Unverified Demographic Word Embeddings for Racism Detection on Twitter Nov 1, 2017 Classification General Classification
— Unverified Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification Nov 1, 2017 Classification Denoising
— Unverified Enhancing Drug-Drug Interaction Classification with Corpus-level Feature and Classifier Ensemble Nov 1, 2017 Classification Feature Engineering
— Unverified Utilizing Visual Forms of Japanese Characters for Neural Review Classification Nov 1, 2017 Classification General Classification
— Unverified Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification Nov 1, 2017 Classification General Classification
— Unverified Secure Classification With Augmented Features Nov 1, 2017 Classification Diagnostic
— Unverified Rate-optimal Meta Learning of Classification Error Oct 31, 2017 Classification Density Estimation
— Unverified Tumor Classification and Segmentation of MR Brain Images Oct 31, 2017 Classification Diagnostic
— Unverified Calibration for Stratified Classification Models Oct 31, 2017 Classification General Classification
— Unverified Evolving Deep Convolutional Neural Networks for Image Classification Oct 30, 2017 Classification General Classification
Code Code Available Training Probabilistic Spiking Neural Networks with First-to-spike Decoding Oct 29, 2017 Classification Early Classification
Code Code Available A Study of All-Convolutional Encoders for Connectionist Temporal Classification Oct 28, 2017 All Automatic Speech Recognition
— Unverified Multi-modal Aggregation for Video Classification Oct 27, 2017 Classification General Classification
— Unverified Convolutional Neural Network for Classification of Malware Assembly Code Oct 27, 2017 Classification General Classification
Code Code Available Similarity-based Multi-label Learning Oct 27, 2017 Classification General Classification
— Unverified Soft Methodology for Cost-and-error Sensitive Classification Oct 26, 2017 Classification General Classification
— Unverified Big Data Classification Using Augmented Decision Trees Oct 26, 2017 Classification General Classification
— Unverified InterpNET: Neural Introspection for Interpretable Deep Learning Oct 26, 2017 Classification Deep Learning
Code Code Available Data-driven Feature Sampling for Deep Hyperspectral Classification and Segmentation Oct 26, 2017 Classification feature selection
— Unverified High Five: Improving Gesture Recognition by Embracing Uncertainty Oct 25, 2017 Classification General Classification
— Unverified Deep Convolutional Neural Networks for Anomaly Event Classification on Distributed Systems Oct 25, 2017 Classification General Classification
— Unverified Exploring the Use of Text Classification in the Legal Domain Oct 25, 2017 Classification General Classification
— Unverified Supervised Classification: Quite a Brief Overview Oct 25, 2017 Classification General Classification
— Unverified 