Can automated smoothing significantly improve benchmark time series classification algorithms? Nov 1, 2018 Classification Dynamic Time Warping
— Unverified Analyzing different prototype selection techniques for dynamic classifier and ensemble selection Nov 1, 2018 Classification General Classification
— Unverified Convolutions Are All You Need (For Classifying Character Sequences) Nov 1, 2018 All Classification
— Unverified Using Author Embeddings to Improve Tweet Stance Classification Nov 1, 2018 Classification General Classification
— Unverified Zero-shot Relation Classification as Textual Entailment Nov 1, 2018 Classification General Classification
— Unverified Towards Explainable NLP: A Generative Explanation Framework for Text Classification Nov 1, 2018 BIG-bench Machine Learning Classification
— Unverified The UEA multivariate time series classification archive, 2018 Oct 31, 2018 Classification General Classification
Code Code Available Methods for Segmentation and Classification of Digital Microscopy Tissue Images Oct 31, 2018 Classification General Classification
— Unverified Shorten Spatial-spectral RNN with Parallel-GRU for Hyperspectral Image Classification Oct 30, 2018 Classification General Classification
Code Code Available Weak-supervision for Deep Representation Learning under Class Imbalance Oct 30, 2018 Classification Deep Learning
— Unverified On Controllable Sparse Alternatives to Softmax Oct 29, 2018 Abstractive Text Summarization Classification
— Unverified Semi-unsupervised Learning of Human Activity using Deep Generative Models Oct 29, 2018 Classification General Classification
Code Code Available Marginal Replay vs Conditional Replay for Continual Learning Oct 29, 2018 Classification Continual Learning
— Unverified Approximate Bayesian Computation via Population Monte Carlo and Classification Oct 29, 2018 Classification General Classification
— Unverified Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery Oct 28, 2018 Classification Earth Observation
Code Code Available Efficient learning of neighbor representations for boundary trees and forests Oct 26, 2018 Classification General Classification
— Unverified Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories Oct 25, 2018 Classification Facial Expression Recognition
— Unverified Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features Oct 25, 2018 Classification EEG
— Unverified A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition Oct 25, 2018 Activity Recognition Classification
— Unverified Continual Classification Learning Using Generative Models Oct 24, 2018 Classification Continual Learning
— Unverified Image-based Natural Language Understanding Using 2D Convolutional Neural Networks Oct 24, 2018 Classification General Classification
— Unverified FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation Oct 24, 2018 Classification Few-Shot Learning
Code Code Available A Text Classification Application: Poet Detection from Poetry Oct 24, 2018 Classification feature selection
— Unverified Classifying and Visualizing Emotions with Emotional DAN Oct 23, 2018 Classification Emotion Classification
Code Code Available Domain Adaptive Segmentation in Volume Electron Microscopy Imaging Oct 23, 2018 Classification Decoder
Code Code Available DCSVM: Fast Multi-class Classification using Support Vector Machines Oct 23, 2018 Classification General Classification
— Unverified Recognition of basic hand movements using Electromyography Oct 23, 2018 Anatomy Classification
— Unverified Sound event classification using ontology-based neural networks Oct 23, 2018 Classification
— Unverified OCAPIS: R package for Ordinal Classification And Preprocessing In Scala Oct 23, 2018 Classification General Classification
— Unverified Optimal arrangements of hyperplanes for multiclass classification Oct 22, 2018 Classification General Classification
— Unverified On the Confidence of Neural Network Predictions for some NLP Tasks Oct 22, 2018 Classification image-classification
— Unverified ROBUST SPEECH COMMAND RECOGNITION USING LABEL-DRIVEN TIME-FREQUENCY MASKING Oct 22, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Compositional Coding Capsule Network with K-Means Routing for Text Classification Oct 22, 2018 Classification Clustering
Code Code Available A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification Oct 22, 2018 Classification Dialogue Act Classification
— Unverified Brain Tumor Image Retrieval via Multitask Learning Oct 22, 2018 Classification General Classification
— Unverified On The Stability of Interpretable Models Oct 22, 2018 Classification feature selection
— Unverified A Simple Baseline Algorithm for Graph Classification Oct 22, 2018 BIG-bench Machine Learning Classification
Code Code Available Deep Within-Class Covariance Analysis for Robust Deep Audio Representation Learning Oct 22, 2018 Acoustic Scene Classification Classification
— Unverified Hierarchical ResNeXt Models for Breast Cancer Histology Image Classification Oct 21, 2018 Breast Cancer Histology Image Classification Classification
— Unverified Deep multi-survey classification of variable stars Oct 21, 2018 BIG-bench Machine Learning Classification
— Unverified Machine Learning Methods for Track Classification in the AT-TPC Oct 21, 2018 BIG-bench Machine Learning Classification
Code Code Available Label Noise Filtering Techniques to Improve Monotonic Classification Oct 21, 2018 Classification General Classification
— Unverified Semi-supervised classification by reaching consensus among modalities Oct 21, 2018 Classification Marketing
— Unverified Attribute-aware Collaborative Filtering: Survey and Classification Oct 20, 2018 Attribute Classification
— Unverified Taking Advantage of Multitask Learning for Fair Classification Oct 19, 2018 Classification Decision Making
— Unverified Contextual Topic Modeling For Dialog Systems Oct 18, 2018 Chatbot Classification
— Unverified Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation Oct 17, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Rotational 3D Texture Classification Using Group Equivariant CNNs Oct 16, 2018 Classification Diversity
— Unverified Vehicle classification using ResNets, localisation and spatially-weighted pooling Oct 15, 2018 Classification Fine-Grained Vehicle Classification
— Unverified Super Characters: A Conversion from Sentiment Classification to Image Classification Oct 15, 2018 Classification General Classification
— Unverified 