| Formula-Supervised Sound Event Detection: Pre-Training Without Real Data | Apr 6, 2025 | Event DetectionSound Event Detection | —Unverified | 0 |
| Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring | Mar 26, 2025 | Binary ClassificationEvent Detection | —Unverified | 0 |
| Leveraging Knowledge Graphs and LLMs for Context-Aware Messaging | Mar 12, 2025 | Entity LinkingEvent Detection | —Unverified | 0 |
| Boundary Regression for Leitmotif Detection in Music Audio | Mar 11, 2025 | Event Detectionobject-detection | —Unverified | 0 |
| Infant Cry Detection Using Causal Temporal Representation | Mar 8, 2025 | Event Detection | CodeCode Available | 0 |
| FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance | Mar 7, 2025 | ArticlesBenchmarking | —Unverified | 0 |
| Machine Learning in Biomechanics: Key Applications and Limitations in Walking, Running, and Sports Movements | Mar 5, 2025 | ClusteringEvent Detection | —Unverified | 0 |
| SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection | Mar 5, 2025 | Event DetectionSemantic Similarity | —Unverified | 0 |
| Aggregation Strategies for Efficient Annotation of Bioacoustic Sound Events Using Active Learning | Mar 4, 2025 | Active LearningEvent Detection | —Unverified | 0 |
| Robust detection of overlapping bioacoustic sound events | Mar 4, 2025 | Event DetectionGraph Matching | —Unverified | 0 |
| Synthetic data enables context-aware bioacoustic sound event detection | Mar 1, 2025 | Event DetectionIn-Context Learning | —Unverified | 0 |
| JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection | Feb 28, 2025 | Boundary DetectionEvent Detection | CodeCode Available | 0 |
| FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection | Feb 24, 2025 | Event DetectionSynthetic Data Generation | —Unverified | 0 |
| LegalCore: A Dataset for Legal Documents Event Coreference Resolution | Feb 18, 2025 | Articlescoreference-resolution | CodeCode Available | 0 |
| Anomaly Detection in Smart Power Grids with Graph-Regularized MS-SVDD: a Multimodal Subspace Learning Approach | Feb 18, 2025 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| A Machine Learning-Ready Data Processing Tool for Near Real-Time Forecasting | Feb 12, 2025 | Event DetectionTime Series | —Unverified | 0 |
| Zero-Shot Belief: A Hard Problem for LLMs | Feb 12, 2025 | Event Detection | —Unverified | 0 |
| NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection | Feb 11, 2025 | Event DetectionMamba | —Unverified | 0 |
| Towards Understanding of Frequency Dependence on Sound Event Detection | Feb 11, 2025 | Data AugmentationEvent Detection | —Unverified | 0 |
| Multi-Order Hyperbolic Graph Convolution and Aggregated Attention for Social Event Detection | Feb 1, 2025 | Event Detection | —Unverified | 0 |
| Low-Complexity Event Detection and Identification in Coherent Correlation OTDR Measurements | Jan 29, 2025 | Event Detection | —Unverified | 0 |
| Generating customized prompts for Zero-Shot Rare Event Medical Image Classification using LLM | Jan 27, 2025 | DescriptiveEvent Detection | CodeCode Available | 0 |
| An Experimental Study on Joint Modeling for Sound Event Localization and Detection with Source Distance Estimation | Jan 18, 2025 | Event DetectionSound Event Detection | —Unverified | 0 |
| Multi-task deep-learning for sleep event detection and stage classification | Jan 16, 2025 | EEGEvent Detection | CodeCode Available | 0 |
| ANSR-DT: An Adaptive Neuro-Symbolic Learning and Reasoning Framework for Digital Twins | Jan 15, 2025 | Decision MakingEvent Detection | CodeCode Available | 0 |
| Pseudo Strong Labels from Frame-Level Predictions for Weakly Supervised Sound Event Detection | Jan 7, 2025 | Event DetectionSound Event Detection | —Unverified | 0 |
| Time-Probability Dependent Knowledge Extraction in IoT-enabled Smart Building | Dec 23, 2024 | Event Detection | —Unverified | 0 |
| Rare Event Detection in Imbalanced Multi-Class Datasets Using an Optimal MIP-Based Ensemble Weighting Approach | Dec 18, 2024 | Computational EfficiencyEvent Detection | CodeCode Available | 0 |
| An Incremental Clustering Baseline for Event Detection on Twitter | Dec 16, 2024 | ClusteringEvent Detection | CodeCode Available | 0 |
| A Novel End-To-End Event Geolocation Method Leveraging Hyperbolic Space and Toponym Hierarchies | Dec 14, 2024 | Event Detection | —Unverified | 0 |
| Enhancing Event Extraction from Short Stories through Contextualized Prompts | Dec 14, 2024 | ArticlesEvent Detection | —Unverified | 0 |
| NowYouSee Me: Context-Aware Automatic Audio Description | Dec 13, 2024 | Event DetectionScript Generation | —Unverified | 0 |
| FANAL -- Financial Activity News Alerting Language Modeling Framework | Dec 4, 2024 | Event DetectionLanguage Modeling | —Unverified | 0 |
| Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection | Nov 15, 2024 | Driver IdentificationEvent Detection | CodeCode Available | 0 |
| An End-To-End Stuttering Detection Method Based On Conformer And BILSTM | Nov 14, 2024 | Event DetectionMulti-Task Learning | —Unverified | 0 |
| Lifelong Event Detection via Optimal Transport | Oct 11, 2024 | Event DetectionLanguage Modeling | —Unverified | 0 |
| Improving Distribution Alignment with Diversity-based Sampling | Oct 5, 2024 | DiversityEvent Detection | —Unverified | 0 |
| Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing | Sep 26, 2024 | Event DetectionObject | —Unverified | 0 |
| Unsupervised Domain Adaptation Via Data Pruning | Sep 18, 2024 | Domain AdaptationEvent Detection | —Unverified | 0 |
| The Sounds of Home: A Speech-Removed Residential Audio Dataset for Sound Event Detection | Sep 17, 2024 | BenchmarkingEvent Detection | CodeCode Available | 0 |
| Abnormal Event Detection In Videos Using Deep Embedding | Sep 15, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| Unified Audio Event Detection | Sep 13, 2024 | Event DetectionSound Event Detection | —Unverified | 0 |
| Energy Consumption Trends in Sound Event Detection Systems | Sep 13, 2024 | Event DetectionSound Event Detection | —Unverified | 0 |
| MTDA-HSED: Mutual-Assistance Tuning and Dual-Branch Aggregating for Heterogeneous Sound Event Detection | Sep 10, 2024 | Event DetectionSound Event Detection | CodeCode Available | 0 |
| Findings of the 2024 Mandarin Stuttering Event Detection and Automatic Speech Recognition Challenge | Sep 9, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED Systems | Sep 8, 2024 | Audio TaggingEvent Detection | —Unverified | 0 |
| Performance-Aware Self-Configurable Multi-Agent Networks: A Distributed Submodular Approach for Simultaneous Coordination and Network Design | Sep 2, 2024 | Event DetectionMulti-Armed Bandits | CodeCode Available | 0 |
| DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism | Sep 1, 2024 | Bayesian OptimizationEvent Detection | CodeCode Available | 0 |
| Enhancing Event Reasoning in Large Language Models through Instruction Fine-Tuning with Semantic Causal Graphs | Aug 30, 2024 | Event Detection | —Unverified | 0 |
| Modelling Behaviour of Sensors using a Novel β-divergence based Adaptive Filter | Aug 29, 2024 | Computational EfficiencyEvent Detection | —Unverified | 0 |