| SocialED: A Python Library for Social Event Detection | Dec 18, 2024 | CPUEvent Detection | CodeCode Available | 4 |
| 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 |
| Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space | Dec 14, 2024 | Event Detection | CodeCode Available | 4 |
| 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 |
| EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based Vision | Dec 3, 2024 | Event-based visionEvent Detection | CodeCode Available | 1 |
| 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 |
| BERTrend: Neural Topic Modeling for Emerging Trends Detection | Nov 8, 2024 | Event Detection | CodeCode Available | 2 |
| ROAD-Waymo: Action Awareness at Scale for Autonomous Driving | Nov 3, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection | Nov 2, 2024 | Audio Source SeparationEvent Detection | CodeCode Available | 1 |
| SeisLM: a Foundation Model for Seismic Waveforms | Oct 21, 2024 | Event DetectionLanguage Modeling | CodeCode Available | 1 |
| 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 |
| An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains | Oct 5, 2024 | DiagnosticEvent Detection | CodeCode Available | 2 |
| Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing | Sep 26, 2024 | Event DetectionObject | —Unverified | 0 |
| Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection | Sep 26, 2024 | Event DetectionRepresentation Learning | CodeCode Available | 2 |
| Exploring Text-Queried Sound Event Detection with Audio Source Separation | Sep 20, 2024 | Audio Source SeparationEvent Detection | CodeCode Available | 1 |
| 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 |
| Effective Pre-Training of Audio Transformers for Sound Event Detection | Sep 14, 2024 | Data AugmentationEvent Detection | CodeCode Available | 1 |
| 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 |
| 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 |
| MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection | Aug 16, 2024 | Event DetectionSound Event Detection | CodeCode Available | 2 |
| 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 |
| Unsupervised Episode Detection for Large-Scale News Events | Aug 9, 2024 | ArticlesEvent Detection | CodeCode Available | 1 |
| 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 |
| Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training | Jul 17, 2024 | Event DetectionMissing Labels | CodeCode Available | 1 |
| Multi-Iteration Multi-Stage Fine-Tuning of Transformers for Sound Event Detection with Heterogeneous Datasets | Jul 17, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| 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 |
| Bias Correction in Machine Learning-based Classification of Rare Events | Jul 4, 2024 | ClassificationEvent Detection | —Unverified | 0 |
| UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection | Jul 4, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |