Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning Aug 20, 2020 Classification General Classification
Code Code Available HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification Aug 19, 2020 Classification General Classification
— Unverified Instance-Aware Graph Convolutional Network for Multi-Label Classification Aug 19, 2020 Classification General Classification
— Unverified Neural Neighborhood Encoding for Classification Aug 19, 2020 Classification General Classification
— Unverified Ordinal Pattern Kernel for Brain Connectivity Network Classification Aug 18, 2020 Classification General Classification
— Unverified Hierarchical HMM for Eye Movement Classification Aug 18, 2020 Classification General Classification
— Unverified Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization Aug 18, 2020 Action Localization Classification
— Unverified Closed-Loop Design of Proton Donors for Lithium-Mediated Ammonia Synthesis with Interpretable Models and Molecular Machine Learning Aug 18, 2020 Classification Deep Learning
— Unverified A Formally Robust Time Series Distance Metric Aug 18, 2020 Classification General Classification
— Unverified AlphaNet: Improving Long-Tail Classification By Combining Classifiers Aug 17, 2020 Classification Long-tail Learning
Code Code Available Understanding Brain Dynamics for Color Perception using Wearable EEG headband Aug 17, 2020 Classification Dimensionality Reduction
— Unverified SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification Aug 17, 2020 Classification Decoder
Code Code Available White blood cell classification Aug 17, 2020 Classification feature selection
— Unverified Deep Learning Based Open Set Acoustic Scene Classification Aug 17, 2020 Acoustic Scene Classification Classification
— Unverified AP-Loss for Accurate One-Stage Object Detection Aug 17, 2020 Classification General Classification
Code Code Available A Survey of Active Learning for Text Classification using Deep Neural Networks Aug 17, 2020 Active Learning Classification
— Unverified Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening Aug 16, 2020 Classification General Classification
— Unverified Adversarial Filters for Secure Modulation Classification Aug 15, 2020 Classification General Classification
— Unverified ECG beats classification via online sparse dictionary and time pyramid matching Aug 15, 2020 Classification Dictionary Learning
Code Code Available Label-Wise Document Pre-Training for Multi-Label Text Classification Aug 15, 2020 Classification Document Classification
Code Code Available A New Perspective on Pool-Based Active Classification and False-Discovery Control Aug 14, 2020 Active Learning Binary Classification
— Unverified Feature Selection Methods for Cost-Constrained Classification in Random Forests Aug 14, 2020 Classification feature selection
— Unverified A Multimodal Late Fusion Model for E-Commerce Product Classification Aug 14, 2020 Classification General Classification
— Unverified Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification Aug 14, 2020 Binary Classification Classification
— Unverified Image Processing Tools for Financial Time Series Classification Aug 13, 2020 BIG-bench Machine Learning Classification
— Unverified Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Aug 13, 2020 Classification Few-Shot Object Detection
Code Code Available Metrics for Multi-Class Classification: an Overview Aug 13, 2020 BIG-bench Machine Learning Classification
— Unverified Single-Photon Image Classification Aug 13, 2020 Classification General Classification
— Unverified Text Classification based on Multi-granularity Attention Hybrid Neural Network Aug 12, 2020 Classification General Classification
— Unverified Model Robustness with Text Classification: Semantic-preserving adversarial attacks Aug 12, 2020 Adversarial Attack Classification
— Unverified Mitigating Dataset Imbalance via Joint Generation and Classification Aug 12, 2020 Classification General Classification
Code Code Available More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification Aug 12, 2020 Classification General Classification
Code Code Available Classification of Radio Signals Using Truncated Gaussian Discriminant Analysis of Convolutional Neural Network-Derived Features Aug 11, 2020 Classification General Classification
— Unverified Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks Aug 11, 2020 Classification EEG
Code Code Available A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification Aug 11, 2020 Classification General Classification
— Unverified Transfer Learning for Protein Structure Classification at Low Resolution Aug 11, 2020 Classification General Classification
Code Code Available Residual Generation Using Physically-Based Grey-Box Recurrent Neural Networks For Engine Fault Diagnosis Aug 11, 2020 Anomaly Classification BIG-bench Machine Learning
— Unverified PiNet: Attention Pooling for Graph Classification Aug 11, 2020 Classification General Classification
Code Code Available Constrained Active Classification Using Partially Observable Markov Decision Processes Aug 10, 2020 Attribute Classification
— Unverified Feature Ranking for Semi-supervised Learning Aug 10, 2020 Classification General Classification
— Unverified Cooperative Bi-path Metric for Few-shot Learning Aug 10, 2020 Classification Few-Shot Learning
Code Code Available Metric Learning vs Classification for Disentangled Music Representation Learning Aug 9, 2020 Classification Disentanglement
— Unverified GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification Aug 8, 2020 Classification General Classification
— Unverified Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound Aug 8, 2020 Cancer Classification Classification
— Unverified Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length Aug 8, 2020 Classification Diagnostic
Code Code Available Learning CNN filters from user-drawn image markers for coconut-tree image classification Aug 8, 2020 Binary Classification Classification
— Unverified Extended Particle Swarm Optimization (EPSO) for Feature Selection of High Dimensional Biomedical Data Aug 8, 2020 Classification feature selection
— Unverified Partitioning signal classes using transport transforms for data analysis and machine learning Aug 8, 2020 BIG-bench Machine Learning Classification
— Unverified An Aggregate Method for Thorax Diseases Classification Aug 7, 2020 Classification General Classification
Code Code Available Deep Active Learning with Crowdsourcing Data for Privacy Policy Classification Aug 7, 2020 Active Learning Classification
— Unverified 