Usefulness of interpretability methods to explain deep learning based plant stress phenotyping Jul 11, 2020 Classification General Classification
— Unverified To BAN or not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection Jul 10, 2020 Classification General Classification
— Unverified Robust Classification under Class-Dependent Domain Shift Jul 10, 2020 Classification General Classification
— Unverified Generalized Maximum Entropy for Supervised Classification Jul 10, 2020 Classification General Classification
Code Code Available Affine Non-negative Collaborative Representation Based Pattern Classification Jul 10, 2020 Benchmarking Classification
Code Code Available Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images Jul 10, 2020 Classification General Classification
— Unverified GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification Jul 9, 2020 Automatic Sleep Stage Classification Classification
Code Code Available Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation Jul 9, 2020 Active Learning Classification
— Unverified StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification Jul 9, 2020 Classification Data Augmentation
Code Code Available Pollen13K: A Large Scale Microscope Pollen Grain Image Dataset Jul 9, 2020 Classification General Classification
— Unverified Teaching the Foundations of Machine Learning with Candy Jul 8, 2020 BIG-bench Machine Learning Classification
— Unverified Robust Bayesian Classification Using an Optimistic Score Ratio Jul 8, 2020 Binary Classification Classification
Code Code Available Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment Jul 8, 2020 Anatomy Classification
— Unverified A Nearest Neighbor Characterization of Lebesgue Points in Metric Measure Spaces Jul 8, 2020 Classification General Classification
— Unverified Few-Shot One-Class Classification via Meta-Learning Jul 8, 2020 Anomaly Detection Classification
Code Code Available Machine Learning Classification of Kuiper Belt Populations Jul 7, 2020 BIG-bench Machine Learning Classification
Code Code Available C2G-Net: Exploiting Morphological Properties for Image Classification Jul 7, 2020 Classification General Classification
— Unverified Multivariate Time Series Classification Using Spiking Neural Networks Jul 7, 2020 Classification General Classification
— Unverified Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis Jul 7, 2020 Classification Diagnostic
Code Code Available Deep Contextual Embeddings for Address Classification in E-commerce Jul 6, 2020 Classification General Classification
— Unverified Deep Learning for Apple Diseases: Classification and Identification Jul 6, 2020 Classification Data Augmentation
— Unverified Estimation of Ground Contacts from Human Gait by a Wearable Inertial Measurement Unit using machine learning Jul 5, 2020 BIG-bench Machine Learning Classification
— Unverified Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach Jul 4, 2020 BIG-bench Machine Learning Classification
Code Code Available Efficient and accurate object detection with simultaneous classification and tracking Jul 4, 2020 Classification General Classification
Code Code Available Building a Competitive Associative Classifier Jul 4, 2020 BIG-bench Machine Learning Classification
— Unverified Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline Jul 3, 2020 Classification EEG
Code Code Available Selecting Regions of Interest in Large Multi-Scale Images for Cancer Pathology Jul 3, 2020 Classification General Classification
— Unverified ProtoryNet - Interpretable Text Classification Via Prototype Trajectories Jul 3, 2020 Classification General Classification
Code Code Available Explainable Deep One-Class Classification Jul 3, 2020 Anomaly Detection Classification
Code Code Available A Novel BGCapsule Network for Text Classification Jul 2, 2020 Classification General Classification
— Unverified MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes Jul 2, 2020 Classification General Classification
— Unverified Learning ordered pooling weights in image classification Jul 2, 2020 Classification General Classification
Code Code Available Deep brain state classification of MEG data Jul 2, 2020 Brain Decoding Classification
Code Code Available Image Analysis Based on Nonnegative/Binary Matrix Factorization Jul 2, 2020 Classification General Classification
— Unverified Quantum Ensemble for Classification Jul 2, 2020 Classification Ensemble Learning
Code Code Available Outlier Detection through Null Space Analysis of Neural Networks Jul 2, 2020 Classification General Classification
— Unverified Transformers on Sarcasm Detection with Context Jul 1, 2020 Classification General Classification
— Unverified Second Order PAC-Bayesian Bounds for the Weighted Majority Vote Jul 1, 2020 Binary Classification Classification
Code Code Available LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity Jul 1, 2020 Classification General Classification
— Unverified An ensemble learning framework based on group decision making Jul 1, 2020 Binary Classification Classification
— Unverified Measuring Robustness to Natural Distribution Shifts in Image Classification Jul 1, 2020 Classification Domain Generalization
Code Code Available Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers Jul 1, 2020 Binary Classification Classification
— Unverified Private Speech Classification with Secure Multiparty Computation Jul 1, 2020 Audio Classification Audio Signal Processing
— Unverified Unbiased Loss Functions for Extreme Classification With Missing Labels Jul 1, 2020 Classification Extreme Multi-Label Classification
— Unverified Negation handling for Amharic sentiment classification Jul 1, 2020 Classification General Classification
— Unverified Improving Intent Classification in an E-commerce Voice Assistant by Using Inter-Utterance Context Jul 1, 2020 Classification General Classification
— Unverified A Comparison of Identification Methods of Brazilian Music Styles by Lyrics Jul 1, 2020 BIG-bench Machine Learning Classification
— Unverified Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder Jul 1, 2020 Classification General Classification
— Unverified Implicit Discourse Relation Classification: We Need to Talk about Evaluation Jul 1, 2020 Classification General Classification
— Unverified Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning Jul 1, 2020 Classification Cross-Lingual Sentiment Classification
— Unverified 