| DCASENET: A joint pre-trained deep neural network for detecting and classifying acoustic scenes and events | Sep 21, 2020 | Acoustic Scene ClassificationAudio Tagging | CodeCode Available | 1 | 5 |
| DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection | Jun 29, 2021 | Audio ClassificationDirection of Arrival Estimation | CodeCode Available | 1 | 5 |
| Improving Event Detection via Open-domain Trigger Knowledge | Jul 1, 2020 | Event DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Improving weakly supervised sound event detection with self-supervised auxiliary tasks | Jun 12, 2021 | DecoderEvent Detection | CodeCode Available | 1 | 5 |
| Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection | Jun 8, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 | 5 |
| Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media | Jun 10, 2020 | ClusteringEvent Detection | CodeCode Available | 1 | 5 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection | Jul 5, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 | 5 |
| FilterAugment: An Acoustic Environmental Data Augmentation Method | Oct 7, 2021 | Data AugmentationEvent Detection | CodeCode Available | 1 | 5 |
| MAVEN: A Massive General Domain Event Detection Dataset | Apr 28, 2020 | BenchmarkingEvent Detection | CodeCode Available | 1 | 5 |
| Effective Pre-Training of Audio Transformers for Sound Event Detection | Sep 14, 2024 | Data AugmentationEvent Detection | CodeCode Available | 1 | 5 |
| Few-shot bioacoustic event detection at the DCASE 2023 challenge | Jun 15, 2023 | Event DetectionFew-Shot Learning | CodeCode Available | 1 | 5 |
| F^3Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos | Apr 11, 2025 | Action UnderstandingEvent Detection | CodeCode Available | 1 | 5 |
| Few-shot Event Detection: An Empirical Study and a Unified View | May 3, 2023 | Event Detection | CodeCode Available | 1 | 5 |
| Fine-tune the pretrained ATST model for sound event detection | Sep 15, 2023 | Event DetectionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video | Aug 27, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| ATCON: Attention Consistency for Vision Models | Oct 18, 2022 | Event Detection | CodeCode Available | 1 | 5 |
| Explainable AI Components for Narrative Map Extraction | Mar 19, 2025 | Event DetectionExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Anomaly Detection in Video via Self-Supervised and Multi-Task Learning | Nov 15, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| EventGraph: Event Extraction as Semantic Graph Parsing | Oct 16, 2022 | Event DetectionEvent Extraction | CodeCode Available | 1 | 5 |
| EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based Vision | Dec 3, 2024 | Event-based visionEvent Detection | CodeCode Available | 1 | 5 |
| CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference | Aug 7, 2023 | Event DetectionLanguage Modeling | CodeCode Available | 1 | 5 |
| Few-shot bioacoustic event detection at the DCASE 2022 challenge | Jul 14, 2022 | Event DetectionSound Event Detection | CodeCode Available | 1 | 5 |
| Exploring Performance-Complexity Trade-Offs in Sound Event Detection Models | Mar 14, 2025 | Audio TaggingEvent Detection | CodeCode Available | 1 | 5 |
| End-to-End Neural Event Coreference Resolution | Sep 17, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
