| A Capsule based Approach for Polyphonic Sound Event Detection | Jul 23, 2018 | Event DetectionSound Event Detection | —Unverified | 0 |
| Data-Efficient Weakly Supervised Learning for Low-Resource Audio Event Detection Using Deep Learning | Jul 17, 2018 | Event DetectionWeakly-supervised Learning | —Unverified | 0 |
| A deep learning architecture to detect events in EEG signals during sleep | Jul 11, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Deep Multiple Instance Feature Learning via Variational Autoencoder | Jul 6, 2018 | Event DetectionMultiple Instance Learning | —Unverified | 0 |
| Economic Event Detection in Company-Specific News Text | Jul 1, 2018 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention | Jul 1, 2018 | Document EmbeddingEvent Detection | —Unverified | 0 |
| Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection | Jul 1, 2018 | Event DetectionFeature Engineering | CodeCode Available | 0 |
| Fast, Robust, and Versatile Event Detection through HMM Belief State Gradient Measures | Jun 20, 2018 | Event Detection | —Unverified | 0 |
| Coding Kendall's Shape Trajectories for 3D Action Recognition | Jun 1, 2018 | 3D Action RecognitionAction Recognition | —Unverified | 0 |
| Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning | May 16, 2018 | Action RecognitionAtari Games | —Unverified | 0 |
| End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input | May 9, 2018 | Event DetectionSound Event Detection | —Unverified | 0 |
| Detection of Unknown Anomalies in Streaming Videos with Generative Energy-based Boltzmann Models | May 3, 2018 | Anomaly DetectionClustering | —Unverified | 0 |
| Int\'egration de contexte global par amor pour la d\'etection d'\'ev\'enements (Integrating global context via bootstrapping for event detection) | May 1, 2018 | Event DetectionSENTS | —Unverified | 0 |
| Nugget Proposal Networks for Chinese Event Detection | May 1, 2018 | Event DetectionGeneral Classification | CodeCode Available | 0 |
| Implementation of Artifact Detection in Critical Care: A Methodological Review | Apr 30, 2018 | Artifact DetectionEvent Detection | —Unverified | 0 |
| Remote Detection of Idling Cars Using Infrared Imaging and Deep Networks | Apr 28, 2018 | Event Detectionvehicle detection | —Unverified | 0 |
| Adaptive pooling operators for weakly labeled sound event detection | Apr 26, 2018 | Event DetectionMultiple Instance Learning | CodeCode Available | 0 |
| A Closer Look at Weak Label Learning for Audio Events | Apr 24, 2018 | Audio ClassificationEvent Detection | CodeCode Available | 0 |
| STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection | Apr 23, 2018 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Semi-supervised User Geolocation via Graph Convolutional Networks | Apr 22, 2018 | Event Detection | CodeCode Available | 0 |
| An Event Detection Approach Based On Twitter Hashtags | Apr 2, 2018 | ClusteringEvent Detection | —Unverified | 0 |
| Scalable Generalized Dynamic Topic Models | Mar 21, 2018 | Event DetectionGaussian Processes | CodeCode Available | 0 |
| Joint Event Detection and Description in Continuous Video Streams | Feb 28, 2018 | Dense CaptioningDense Video Captioning | CodeCode Available | 0 |
| Event Nugget Detection with Forward-Backward Recurrent Neural Networks | Feb 15, 2018 | Event DetectionFeature Engineering | —Unverified | 0 |
| Multi-Task Learning for Extraction of Adverse Drug Reaction Mentions from Tweets | Feb 14, 2018 | Event DetectionMulti-Task Learning | —Unverified | 0 |
| Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features | Jan 29, 2018 | Event DetectionSound Event Detection | —Unverified | 0 |
| Detecting Volcano Deformation in InSAR using Deep learning | Jan 21, 2018 | Deep LearningEvent Detection | CodeCode Available | 0 |
| Seismic-Net: A Deep Densely Connected Neural Network to Detect Seismic Events | Jan 17, 2018 | Event DetectionTime Series | —Unverified | 0 |
| Detecting abnormal events in video using Narrowed Normality Clusters | Jan 12, 2018 | Anomaly DetectionClustering | —Unverified | 0 |
| ReMotENet: Efficient Relevant Motion Event Detection for Large-scale Home Surveillance Videos | Jan 6, 2018 | CPUEvent Detection | —Unverified | 0 |
| Objective evaluation metrics for automatic classification of EEG events | Dec 29, 2017 | ClassificationEEG | —Unverified | 0 |
| Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures | Dec 28, 2017 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| ConvSCCS: convolutional self-controlled case series model for lagged adverse event detection | Dec 21, 2017 | Event DetectionMarketing | CodeCode Available | 0 |
| Enabling Early Audio Event Detection with Neural Networks | Dec 6, 2017 | Event Detection | —Unverified | 0 |
| Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results | Nov 15, 2017 | Event DetectionGeneral Classification | —Unverified | 0 |
| Framework for evaluation of sound event detection in web videos | Nov 2, 2017 | Event DetectionSound Event Detection | —Unverified | 0 |
| 基於卷積類神經網路之廣播節目音訊事件偵測系統 (Automatic Audio Event Detection of Broadcast Radio Programs Based on Convolution Neural Networks) [In Chinese] | Nov 1, 2017 | Event Detection | —Unverified | 0 |
| Exploiting Document Level Information to Improve Event Detection via Recurrent Neural Networks | Nov 1, 2017 | Event DetectionSentence | —Unverified | 0 |
| Multivariate Linear Regression of Symptoms-related Tweets for Infectious Gastroenteritis Scale Estimation | Nov 1, 2017 | Event Detectionregression | —Unverified | 0 |
| A Computational Framework for Multi-Modal Social Action Identification | Oct 20, 2017 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Complex Event Detection by Identifying Reliable Shots From Untrimmed Videos | Oct 1, 2017 | Event Detection | —Unverified | 0 |
| Efficient Convolutional Neural Network For Audio Event Detection | Sep 28, 2017 | Event DetectionGeneral Classification | —Unverified | 0 |
| Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge | Sep 26, 2017 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application | Sep 12, 2017 | 2D Object DetectionAbnormal Event Detection In Video | —Unverified | 0 |
| An unsupervised long short-term memory neural network for event detection in cell videos | Sep 7, 2017 | Event Detection | —Unverified | 0 |
| Semantic Storytelling, Cross-lingual Event Detection and other Semantic Services for a Newsroom Content Curation Dashboard | Sep 1, 2017 | ArticlesClustering | —Unverified | 0 |
| Abnormal Event Detection in Videos using Generative Adversarial Nets | Aug 31, 2017 | Abnormal Event Detection In VideoAnomaly Detection | —Unverified | 0 |
| EveTAR: Building a Large-Scale Multi-Task Test Collection over Arabic Tweets | Aug 21, 2017 | Event DetectionInformation Retrieval | —Unverified | 0 |
| Event-Radar: Real-time Local Event Detection System for Geo-Tagged Tweet Streams | Aug 19, 2017 | Event Detection | CodeCode Available | 0 |
| DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection | Aug 10, 2017 | Event DetectionTask 2 | —Unverified | 0 |