| Event Detection as Question Answering with Entity Information | Apr 14, 2021 | Event DetectionLanguage Modeling | CodeCode Available | 0 |
| One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring | Apr 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Zero-bias Deep Learning Enabled Quick and Reliable Abnormality Detection in IoT | Apr 8, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 |
| Cross-Modal learning for Audio-Visual Video Parsing | Apr 3, 2021 | Event DetectionMultiple Instance Learning | CodeCode Available | 0 |
| "Forget" the Forget Gate: Estimating Anomalies in Videos using Self-contained Long Short-Term Memory Networks | Apr 3, 2021 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks | Apr 2, 2021 | ClusteringEvent Detection | CodeCode Available | 0 |
| Fine-Grained Event Trigger Detection | Apr 1, 2021 | Event DetectionWord Sense Disambiguation | —Unverified | 0 |
| BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection | Apr 1, 2021 | Event Detection | CodeCode Available | 0 |
| CNN-based Discriminative Training for Domain Compensation in Acoustic Event Detection with Frame-wise Classifier | Mar 26, 2021 | Event Detection | —Unverified | 0 |
| Joint framework with deep feature distillation and adaptive focal loss for weakly supervised audio tagging and acoustic event detection | Mar 23, 2021 | Audio TaggingEvent Detection | —Unverified | 0 |
| A Modular and Unified Framework for Detecting and Localizing Video Anomalies | Mar 21, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Private Cross-Silo Federated Learning for Extracting Vaccine Adverse Event Mentions | Mar 12, 2021 | Event DetectionFederated Learning | —Unverified | 0 |
| Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-supervised Sound Event Detection | Mar 11, 2021 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| RevDet: Robust and Memory Efficient Event Detection and Tracking in Large News Feeds | Mar 7, 2021 | ArticlesClustering | CodeCode Available | 1 |
| Image/Video Deep Anomaly Detection: A Survey | Mar 2, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| SmartON: Just-in-Time Active Event Detection on Energy Harvesting Systems | Mar 1, 2021 | Event DetectionManagement | —Unverified | 0 |
| SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter | Feb 24, 2021 | Event Detectionspeech-recognition | —Unverified | 0 |
| ROAD: The ROad event Awareness Dataset for Autonomous Driving | Feb 23, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 |
| DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection | Feb 17, 2021 | Event DetectionFederated Learning | —Unverified | 0 |
| Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining | Feb 16, 2021 | Audio ClassificationEvent Detection | —Unverified | 0 |
| Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms | Feb 13, 2021 | Audio ClassificationClassification | —Unverified | 0 |
| End-to-End Intelligent Framework for Rockfall Detection | Feb 12, 2021 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Soccer Event Detection Using Deep Learning | Feb 8, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| An Update on a Progressively Expanded Database for Automated Lung Sound Analysis | Feb 8, 2021 | Event Detection | —Unverified | 0 |
| Sound Event Detection in Urban Audio With Single and Multi-Rate PCEN | Feb 6, 2021 | Event DetectionSound Event Detection | —Unverified | 0 |
| BirdNET: A deep learning solution for avian diversity monitoring | Jan 27, 2021 | Data AugmentationDeep Learning | CodeCode Available | 2 |
| Applications of artificial intelligence in drug development using real-world data | Jan 22, 2021 | ArticlesEvent Detection | —Unverified | 0 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 |
| Automated Respiratory Event Detection Using Deep Neural Networks | Jan 12, 2021 | Event Detection | —Unverified | 0 |
| Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices | Jan 12, 2021 | Event DetectionObject Recognition | —Unverified | 0 |
| 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 |
| Graph Convolutional Networks for traffic anomaly | Dec 25, 2020 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| 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 |
| Few-Shot Event Detection with Prototypical Amortized Conditional Random Field | Dec 4, 2020 | Event Detection | CodeCode Available | 1 |
| Label Enhanced Event Detection with Heterogeneous Graph Attention Networks | Dec 3, 2020 | Event DetectionGraph Attention | —Unverified | 0 |
| Extracting Fine-Grained Economic Events from Business News | 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 |
| Joint Event Extraction with Hierarchical Policy Network | 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 |
| Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection | Dec 1, 2020 | Event Detection | —Unverified | 0 |
| Edge Deep Learning for Neural Implants | Dec 1, 2020 | Deep LearningEEG | —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 |