| Impact of Noisy Labels on Sound Event Detection: Deletion Errors Are More Detrimental Than Insertion Errors | Aug 27, 2024 | Event DetectionSound Event Detection | —Unverified | 0 |
| Event Detection via Probability Density Function Regression | Aug 23, 2024 | Event Detectionregression | CodeCode Available | 0 |
| Monte Carlo Path Tracing and Statistical Event Detection for Event Camera Simulation | Aug 15, 2024 | Event Detection | CodeCode Available | 0 |
| Fast Information Streaming Handler (FisH): A Unified Seismic Neural Network for Single Station Real-Time Earthquake Early Warning | Aug 13, 2024 | Event Detection | —Unverified | 0 |
| Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts | Aug 12, 2024 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation | Aug 9, 2024 | Computational EfficiencyEvent Detection | —Unverified | 0 |
| Granting GPT-4 License and Opportunity: Enhancing Accuracy and Confidence Estimation for Few-Shot Event Detection | Aug 1, 2024 | Event DetectionFew-Shot Learning | —Unverified | 0 |
| RECOVAR: Representation Covariances on Deep Latent Spaces for Seismic Event Detection | Jul 25, 2024 | Event DetectionRepresentation Learning | CodeCode Available | 0 |
| Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection | Jul 23, 2024 | Event Detection | —Unverified | 0 |
| Comparing Optical Flow and Deep Learning to Enable Computationally Efficient Traffic Event Detection with Space-Filling Curves | Jul 15, 2024 | Event DetectionOptical Flow Estimation | —Unverified | 0 |
| Using deep neural networks to detect non-analytically defined expert event labels in canoe sprint force sensor signals | Jul 11, 2024 | Event Detection | —Unverified | 0 |
| UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection | Jul 4, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Mixstyle based Domain Generalization for Sound Event Detection with Heterogeneous Training Data | Jul 4, 2024 | Domain GeneralizationEvent Detection | —Unverified | 0 |
| Bias Correction in Machine Learning-based Classification of Rare Events | Jul 4, 2024 | ClassificationEvent Detection | —Unverified | 0 |
| Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing | Jul 1, 2024 | Data AugmentationEvent Detection | —Unverified | 0 |
| FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels | Jun 29, 2024 | Domain GeneralizationEvent Detection | —Unverified | 0 |
| Practical Power System Inertia Monitoring Based on Pumped Storage Hydropower Operation Signature | Jun 28, 2024 | Decision MakingEvent Detection | —Unverified | 0 |
| MetaKP: On-Demand Keyphrase Generation | Jun 28, 2024 | Event DetectionKeyphrase Generation | CodeCode Available | 0 |
| Sound Tagging in Infant-centric Home Soundscapes | Jun 25, 2024 | Data AugmentationEvent Detection | —Unverified | 0 |
| FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection | Jun 21, 2024 | Anomaly DetectionEvent Detection | CodeCode Available | 0 |
| Automated Bioacoustic Monitoring for South African Bird Species on Unlabeled Data | Jun 19, 2024 | Event DetectionSound Event Detection | —Unverified | 0 |
| Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction | Jun 18, 2024 | Conformal PredictionEvent Detection | —Unverified | 0 |
| Sound event detection based on auxiliary decoder and maximum probability aggregation for DCASE Challenge 2024 Task 4 | Jun 17, 2024 | DecoderEvent Detection | —Unverified | 0 |
| Unmixing Noise from Hawkes Process to Model Learned Physiological Events | Jun 17, 2024 | Dictionary LearningEvent Detection | —Unverified | 0 |
| Large Language Model Enhanced Clustering for News Event Detection | Jun 15, 2024 | ClusteringEvent Detection | —Unverified | 0 |
| 3M: Multi-modal Multi-task Multi-teacher Learning for Game Event Detection | Jun 13, 2024 | Event Detection | —Unverified | 0 |
| DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels | Jun 12, 2024 | Event DetectionMissing Labels | —Unverified | 0 |
| AS-70: A Mandarin stuttered speech dataset for automatic speech recognition and stuttering event detection | Jun 11, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Heart Sound Segmentation Using Deep Learning Techniques | Jun 9, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts | Jun 4, 2024 | Common Sense ReasoningContrastive Learning | —Unverified | 0 |
| A Toolbox for Supporting Research on AI in Water Distribution Networks | Jun 4, 2024 | Event Detection | —Unverified | 0 |
| Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs | Jun 3, 2024 | Decision MakingEvent Argument Extraction | —Unverified | 0 |
| Experimental Evaluation of Road-Crossing Decisions by Autonomous Wheelchairs against Environmental Factors | May 27, 2024 | Event Detection | —Unverified | 0 |
| Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development | May 24, 2024 | Decision MakingEvent Detection | CodeCode Available | 0 |
| A Novel Method for News Article Event-Based Embedding | May 20, 2024 | ArticlesBias Detection | —Unverified | 0 |
| Rene: A Pre-trained Multi-modal Architecture for Auscultation of Respiratory Diseases | May 13, 2024 | Audio ClassificationDiagnostic | CodeCode Available | 0 |
| A Toolchain for Comprehensive Audio/Video Analysis Using Deep Learning Based Multimodal Approach (A use case of riot or violent context detection) | May 2, 2024 | Acoustic Scene ClassificationEvent Detection | —Unverified | 0 |
| BKEE: Pioneering Event Extraction in the Vietnamese Language | May 1, 2024 | Event DetectionEvent Extraction | CodeCode Available | 0 |
| Double Mixture: Towards Continual Event Detection from Speech | Apr 20, 2024 | Continual LearningDisentanglement | CodeCode Available | 0 |
| DeepLocalization: Using change point detection for Temporal Action Localization | Apr 18, 2024 | Action LocalizationChange Point Detection | —Unverified | 0 |
| Relational Prompt-based Pre-trained Language Models for Social Event Detection | Apr 12, 2024 | Event DetectionGraph Neural Network | CodeCode Available | 0 |
| Lifelong Event Detection with Embedding Space Separation and Compaction | Apr 3, 2024 | Event DetectionTransfer Learning | —Unverified | 0 |
| Event Detection from Social Media for Epidemic Prediction | Apr 2, 2024 | Event DetectionPrediction | CodeCode Available | 0 |
| Class-Incremental Few-Shot Event Detection | Apr 2, 2024 | Event DetectionFew-Shot Learning | —Unverified | 0 |
| Continual Few-shot Event Detection via Hierarchical Augmentation Networks | Mar 26, 2024 | Event Detection | CodeCode Available | 0 |
| The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data | Mar 21, 2024 | Emotion RecognitionEvent Detection | —Unverified | 0 |
| Performance-Guaranteed Solutions for Multi-Agent Optimal Coverage Problems using Submodularity, Curvature, and Greedy Algorithms | Mar 20, 2024 | Event Detection | —Unverified | 0 |
| Sound Event Detection and Localization with Distance Estimation | Mar 18, 2024 | Event DetectionSound Event Detection | —Unverified | 0 |
| Multitask frame-level learning for few-shot sound event detection | Mar 17, 2024 | Data AugmentationEvent Detection | —Unverified | 0 |
| Fine-Grained Engine Fault Sound Event Detection Using Multimodal Signals | Mar 16, 2024 | Event DetectionFault Detection | —Unverified | 0 |