Yelp Food Identification via Image Feature Extraction and Classification Feb 11, 2019 Classification General Classification
— Unverified Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold Feb 11, 2019 Classification Dictionary Learning
— Unverified Deep Node Ranking for Neuro-symbolic Structural Node Embedding and Classification Feb 11, 2019 Classification General Classification
Code Code Available Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification Feb 11, 2019 Classification General Classification
Code Code Available Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition Feb 9, 2019 Classification General Classification
— Unverified Image Decomposition and Classification through a Generative Model Feb 9, 2019 Classification General Classification
— Unverified Region based Ensemble Learning Network for Fine-grained Classification Feb 9, 2019 Classification Ensemble Learning
— Unverified Multi-task Learning for Target-dependent Sentiment Classification Feb 8, 2019 Classification General Classification
Code Code Available Addressing Overfitting on Pointcloud Classification using Atrous XCRF Feb 8, 2019 Classification General Classification
— Unverified BINet: Multi-perspective Business Process Anomaly Classification Feb 8, 2019 Anomaly Classification Anomaly Detection
Code Code Available Land Use Classification Using Multi-neighborhood LBPs Feb 7, 2019 Classification General Classification
— Unverified Conv-codes: Audio Hashing For Bird Species Classification Feb 7, 2019 Classification Clustering
— Unverified Matrix Cofactorization for Joint Representation Learning and Supervised Classification -- Application to Hyperspectral Image Analysis Feb 7, 2019 Classification Clustering
— Unverified Robustness Of Saak Transform Against Adversarial Attacks Feb 7, 2019 Adversarial Robustness Classification
— Unverified A Bayesian Approach for Accurate Classification-Based Aggregates Feb 6, 2019 Bayesian Inference Classification
— Unverified Equal Opportunity in Online Classification with Partial Feedback Feb 6, 2019 Classification Decision Making Under Uncertainty
Code Code Available Bandit Multiclass Linear Classification: Efficient Algorithms for the Separable Case Feb 6, 2019 Classification General Classification
— Unverified Analyzing and Improving Representations with the Soft Nearest Neighbor Loss Feb 5, 2019 Classification
Code Code Available Neural Network for NILM Based on Operational State Change Classification Feb 5, 2019 Classification General Classification
— Unverified Precise Proximal Femur Fracture Classification for Interactive Training and Surgical Planning Feb 4, 2019 Classification General Classification
— Unverified Online Multiclass Classification Based on Prediction Margin for Partial Feedback Feb 4, 2019 Classification General Classification
— Unverified Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark Feb 4, 2019 BIG-bench Machine Learning Classification
Code Code Available Computational Limitations in Robust Classification and Win-Win Results Feb 4, 2019 Classification General Classification
— Unverified Deep One-Class Classification Using Intra-Class Splitting Feb 4, 2019 Classification General Classification
— Unverified Quantum Speedup in Adaptive Boosting of Binary Classification Feb 3, 2019 BIG-bench Machine Learning Binary Classification
— Unverified Supervised classification via minimax probabilistic transformations Feb 2, 2019 Classification General Classification
— Unverified Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data Feb 2, 2019 Classification General Classification
— Unverified ColorNet: Investigating the importance of color spaces for image classification Feb 1, 2019 Classification General Classification
Code Code Available A Classification Supervised Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids Feb 1, 2019 Classification Decoder
— Unverified Deep Learning Solutions for TanDEM-X-based Forest Classification Feb 1, 2019 Classification Deep Learning
— Unverified tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification Feb 1, 2019 Classification Few-Shot Learning
Code Code Available Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks Jan 31, 2019 Classification General Classification
Code Code Available Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach Jan 31, 2019 Classification General Classification
— Unverified Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text Classification Jan 31, 2019 All Classification
Code Code Available Gaussian Conditional Random Fields for Classification Jan 31, 2019 Binary Classification Classification
— Unverified Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jan 30, 2019 Binary Classification Classification
— Unverified Reliable Smart Road Signs Jan 30, 2019 Classification General Classification
— Unverified End-to-End Learned Early Classification of Time Series for In-Season Crop Type Mapping Jan 30, 2019 Classification Crop Classification
Code Code Available Noise-tolerant fair classification Jan 30, 2019 Classification Fairness
Code Code Available On the Calibration of Multiclass Classification with Rejection Jan 30, 2019 Classification General Classification
Code Code Available No Training Required: Exploring Random Encoders for Sentence Classification Jan 29, 2019 Classification General Classification
Code Code Available Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series Jan 29, 2019 Classification Crop Classification
— Unverified A semi-supervised approach to message stance classification Jan 29, 2019 Classification General Classification
— Unverified Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available Improved Adversarial Learning for Fair Classification Jan 29, 2019 BIG-bench Machine Learning Classification
— Unverified Active learning for binary classification with variable selection Jan 29, 2019 Active Learning Binary Classification
— Unverified Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification Jan 29, 2019 Classification General Classification
Code Code Available Hyperspherical Prototype Networks Jan 29, 2019 Classification General Classification
Code Code Available Compressed Domain Image Classification Using a Dynamic-Rate Neural Network Jan 28, 2019 Classification Compressive Sensing
— Unverified End-to-End Discriminative Deep Network for Liver Lesion Classification Jan 28, 2019 Classification General Classification
— Unverified 