| Machine learning based automated identification of thunderstorms from anemometric records using shapelet transform | Jan 10, 2021 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| MSED: a multi-modal sleep event detection model for clinical sleep analysis | Jan 7, 2021 | Event Detection | CodeCode Available | 0 |
| Development of a Respiratory Sound Labeling Software for Training a Deep Learning-Based Respiratory Sound Analysis Model | Jan 5, 2021 | Deep LearningEvent Detection | —Unverified | 0 |
| Counterfactual Thinking for Long-tailed Information Extraction | Jan 1, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Temporal and Object Quantification Nets | Jan 1, 2021 | Event DetectionInductive Bias | —Unverified | 0 |
| Point-Based Value Iteration and Approximately Optimal Dynamic Sensor Selection for Linear-Gaussian Processes | Dec 23, 2020 | Autonomous NavigationEvent Detection | —Unverified | 0 |
| A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals | Dec 11, 2020 | Event DetectionRhythm | —Unverified | 0 |
| Bidirectional recurrent neural networks for seismic event detection | Dec 5, 2020 | Event Detection | —Unverified | 0 |
| Urban Crowdsensing using Social Media: An Empirical Study on Transformer and Recurrent Neural Networks | Dec 5, 2020 | Event Detection | —Unverified | 0 |
| Label Enhanced Event Detection with Heterogeneous Graph Attention Networks | Dec 3, 2020 | Event DetectionGraph Attention | —Unverified | 0 |
| Joint Event Extraction with Hierarchical Policy Network | Dec 1, 2020 | Event DetectionEvent Extraction | —Unverified | 0 |
| A Risk Communication Event Detection Model via Contrastive Learning | Dec 1, 2020 | Contrastive LearningEvent Detection | —Unverified | 0 |
| Extracting Fine-Grained Economic Events from Business News | Dec 1, 2020 | Event DetectionEvent Extraction | —Unverified | 0 |
| Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism | Dec 1, 2020 | Event DetectionEvent Extraction | —Unverified | 0 |
| Edge Deep Learning for Neural Implants | Dec 1, 2020 | Deep LearningEEG | —Unverified | 0 |
| Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection | Dec 1, 2020 | Event Detection | —Unverified | 0 |
| Semi-Supervised Learning for Sparsely-Labeled Sequential Data: Application to Healthcare Video Processing | Nov 28, 2020 | BIG-bench Machine LearningElectroencephalogram (EEG) | CodeCode Available | 0 |
| Soft-Median Choice: An Automatic Feature Smoothing Method for Sound Event Detection | Nov 25, 2020 | Event DetectionSound Event Detection | —Unverified | 0 |
| CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection | Nov 24, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| Abnormal Event Detection in Urban Surveillance Videos Using GAN and Transfer Learning | Nov 19, 2020 | Event DetectionOptical Flow Estimation | —Unverified | 0 |
| EventDetectR -- An Open-Source Event Detection System | Nov 16, 2020 | Event Detection | —Unverified | 0 |
| A Small Survey On Event Detection Using Twitter | Nov 9, 2020 | Event DetectionSurvey | —Unverified | 0 |
| Sound Event Detection in Domestic Environments using Dense Recurrent Neural Network | Nov 4, 2020 | Data AugmentationEvent Detection | —Unverified | 0 |
| Soft Attention Convolutional Neural Networks for Rare Event Detection in Sequences | Nov 2, 2020 | Event DetectionPosition | —Unverified | 0 |
| Semi-supervised New Event Type Induction and Event Detection | Nov 1, 2020 | Event DetectionEvent Extraction | —Unverified | 0 |
| How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization | Nov 1, 2020 | Event DetectionEvent Extraction | —Unverified | 0 |
| Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks | Nov 1, 2020 | DiversityEvent Detection | —Unverified | 0 |
| Introducing a New Dataset for Event Detection in Cybersecurity Texts | Nov 1, 2020 | Event Detection | —Unverified | 0 |
| Incremental Event Detection via Knowledge Consolidation Networks | Nov 1, 2020 | Event DetectionIncremental Learning | —Unverified | 0 |
| Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks | Oct 27, 2020 | DiversityEvent Detection | —Unverified | 0 |
| Improving Sound Event Detection Metrics: Insights from DCASE 2020 | Oct 26, 2020 | Event DetectionSound Event Detection | —Unverified | 0 |
| Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction | Oct 21, 2020 | Event DetectionEvent Extraction | —Unverified | 0 |
| Power pooling: An adaptive pooling function for weakly labelled sound event detection | Oct 20, 2020 | Event DetectionMultiple Instance Learning | —Unverified | 0 |
| Ensemble Chinese End-to-End Spoken Language Understanding for Abnormal Event Detection from audio stream | Oct 19, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Taking Modality-free Human Identification as Zero-shot Learning | Oct 2, 2020 | AttributeEvent Detection | —Unverified | 0 |
| Event Detection in Twitter by Weighting Tweet's Features | Oct 1, 2020 | Event Detection | —Unverified | 0 |
| Visual Semantic Multimedia Event Model for Complex Event Detection in Video Streams | Sep 30, 2020 | Event Detection | —Unverified | 0 |
| A distributed service-matching coverage via heterogeneous mobile agents | Sep 24, 2020 | Event Detection | —Unverified | 0 |
| Event Presence Prediction Helps Trigger Detection Across Languages | Sep 15, 2020 | Event DetectionEvent Extraction | —Unverified | 0 |
| On Multitask Loss Function for Audio Event Detection and Localization | Sep 11, 2020 | Action DetectionActivity Detection | —Unverified | 0 |
| Beyond Social Media Analytics: Understanding Human Behaviour and Deep Emotion using Self Structuring Incremental Machine Learning | Sep 5, 2020 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Probabilistic Random Indexing for Continuous Event Detection | Aug 28, 2020 | Event Detection | —Unverified | 0 |
| A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels | Aug 27, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| Defending Against Adversarial Attacks in Transmission- and Distribution-level PMU Data | Aug 20, 2020 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Tracking in Crowd is Challenging: Analyzing Crowd based on Physical Characteristics | Aug 8, 2020 | Event DetectionOptical Flow Estimation | —Unverified | 0 |
| Unsupervised Event Detection, Clustering, and Use Case Exposition in Micro-PMU Measurements | Jul 30, 2020 | ClusteringEvent Detection | —Unverified | 0 |
| Sound event detection via dilated convolutional recurrent neural networks | Jul 20, 2020 | Event DetectionSound Event Detection | —Unverified | 0 |
| Knowledge Graph Driven Approach to Represent Video Streams for Spatiotemporal Event Pattern Matching in Complex Event Processing | Jul 13, 2020 | Activity RecognitionEvent Detection | —Unverified | 0 |
| Conditioned Time-Dilated Convolutions for Sound Event Detection | Jul 10, 2020 | Event DetectionLanguage Modelling | —Unverified | 0 |
| Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands | Jul 8, 2020 | Deep LearningEvent Detection | —Unverified | 0 |