| Sleep Stage Classification: Scalability Evaluations of Distributed Approaches | Sep 1, 2018 | ClassificationEEG | —Unverified | 0 |
| Open Set Learning with Counterfactual Images | Sep 1, 2018 | Classificationcounterfactual | —Unverified | 0 |
| Semi-Supervised Deep Learning with Memory | Sep 1, 2018 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| SphereNet: Learning Spherical Representations for Detection and Classification in Omnidirectional Images | Sep 1, 2018 | General Classificationimage-classification | —Unverified | 0 |
| Native Language Identification With Classifier Stacking and Ensembles | Sep 1, 2018 | Cross-corpusGeneral Classification | —Unverified | 0 |
| Correcting the Triplet Selection Bias for Triplet Loss | Sep 1, 2018 | Face RecognitionFine-Grained Image Classification | CodeCode Available | 0 |
| Clustering Convolutional Kernels to Compress Deep Neural Networks | Sep 1, 2018 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Compound Memory Networks for Few-shot Video Classification | Sep 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Coded Illumination and Imaging for Fluorescence Based Classification | Sep 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| DetNet: Design Backbone for Object Detection | Sep 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification | Sep 1, 2018 | General ClassificationImage Classification | CodeCode Available | 0 |
| Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching | Sep 1, 2018 | General Classification | —Unverified | 0 |
| Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane | Sep 1, 2018 | General Classificationimage-classification | —Unverified | 0 |
| Arrhythmia Detection Using Deep Convolutional Neural Network With Long Duration ECG Signals | Sep 1, 2018 | Arrhythmia DetectionCloud Computing | CodeCode Available | 0 |
| DFT-based Transformation Invariant Pooling Layer for Visual Classification | Sep 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Generative Models for Weakly-Supervised Multi-Label Classification | Sep 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Machine Learning Driven IoT Solution for Noise Classification in Smart Cities | Sep 1, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification | Sep 1, 2018 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | —Unverified | 0 |
| ISNN: Impact Sound Neural Network for Audio-Visual Object Classification | Sep 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Unified Mammogram Analysis Method via Hybrid Deep Supervision | Aug 31, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Simplified Approach to Deep Learning for Image Segmentation | Aug 31, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| Hierarchical CVAE for Fine-Grained Hate Speech Classification | Aug 31, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| A Deep Neural Network Sentence Level Classification Method with Context Information | Aug 31, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| An Empirical Analysis of the Role of Amplifiers, Downtoners, and Negations in Emotion Classification in Microblogs | Aug 31, 2018 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling | Aug 31, 2018 | Binary ClassificationEvolutionary Algorithms | CodeCode Available | 0 |
| Speaker Fluency Level Classification Using Machine Learning Techniques | Aug 31, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Seeing Colors: Learning Semantic Text Encoding for Classification | Aug 31, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Neural DrugNet | Aug 31, 2018 | General ClassificationLanguage Modeling | —Unverified | 0 |
| Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading | Aug 31, 2018 | Diabetic Retinopathy GradingGeneral Classification | —Unverified | 0 |
| Nested multi-instance classification | Aug 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification | Aug 30, 2018 | 16kDiscourse Parsing | —Unverified | 0 |
| Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis | Aug 30, 2018 | ClusteringDiagnostic | —Unverified | 0 |
| Iterative Recursive Attention Model for Interpretable Sequence Classification | Aug 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Backdoor Embedding in Convolutional Neural Network Models via Invisible Perturbation | Aug 30, 2018 | Data PoisoningDeep Learning | —Unverified | 0 |
| Application of Machine Learning in Rock Facies Classification with Physics-Motivated Feature Augmentation | Aug 29, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification | Aug 29, 2018 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification | Aug 29, 2018 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| Elastic bands across the path: A new framework and methods to lower bound DTW | Aug 29, 2018 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| Extreme Value Theory for Open Set Classification -- GPD and GEV Classifiers | Aug 29, 2018 | General Classificationopen-set classification | —Unverified | 0 |
| Centroid estimation based on symmetric KL divergence for Multinomial text classification problem | Aug 29, 2018 | General Classificationtext-classification | —Unverified | 0 |
| Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms | Aug 29, 2018 | Community Question AnsweringGeneral Classification | CodeCode Available | 0 |
| Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification | Aug 29, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| Replay spoofing detection system for automatic speaker verification using multi-task learning of noise classes | Aug 29, 2018 | General ClassificationMulti-Task Learning | —Unverified | 0 |
| Top-down Attention Recurrent VLAD Encoding for Action Recognition in Videos | Aug 29, 2018 | Action RecognitionAction Recognition In Videos | —Unverified | 0 |
| MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams | Aug 29, 2018 | General Classification | —Unverified | 0 |
| QuasarNET: Human-level spectral classification and redshifting with Deep Neural Networks | Aug 29, 2018 | General Classification | CodeCode Available | 0 |
| Motorcycle Classification in Urban Scenarios using Convolutional Neural Networks for Feature Extraction | Aug 28, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks | Aug 28, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Distance Based Source Domain Selection for Sentiment Classification | Aug 28, 2018 | Classificationdomain classification | —Unverified | 0 |
| Iterative Deep Learning for Road Topology Extraction | Aug 28, 2018 | Deep LearningGeneral Classification | CodeCode Available | 0 |