| Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning | Sep 2, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| RCT: Random Consistency Training for Semi-supervised Sound Event Detection | Oct 21, 2021 | Data AugmentationEvent Detection | CodeCode Available | 1 | 5 |
| RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection | May 15, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models | Feb 10, 2023 | Anomaly DetectionEvent 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 |
| 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 |
| Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation | Feb 25, 2020 | Event DetectionRelation | CodeCode Available | 1 | 5 |
| SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection | Oct 1, 2021 | Direction of Arrival EstimationEvent Detection | CodeCode Available | 1 | 5 |
| Segment-level Metric Learning for Few-shot Bioacoustic Event Detection | Jul 15, 2022 | Event DetectionFew-Shot Learning | CodeCode Available | 1 | 5 |
| Explainable AI Components for Narrative Map Extraction | Mar 19, 2025 | Event DetectionExplainable artificial intelligence | 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 |
| CNN Architectures for Large-Scale Audio Classification | Sep 29, 2016 | Audio ClassificationEvent Detection | CodeCode Available | 1 | 5 |
| GLEN: General-Purpose Event Detection for Thousands of Types | Mar 16, 2023 | Event DetectionEvent Extraction | CodeCode Available | 1 | 5 |
| Infant Crying Detection in Real-World Environments | May 12, 2020 | Event DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Frequency Dependent Sound Event Detection for DCASE 2022 Challenge Task 4 | Jun 23, 2022 | Event DetectionSound Event Detection | CodeCode Available | 1 | 5 |
| Full-frequency dynamic convolution: a physical frequency-dependent convolution for sound event detection | Jan 10, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 | 5 |
| Graph Convolutional Networks for traffic anomaly | Dec 25, 2020 | Anomaly DetectionEvent Detection | CodeCode Available | 1 | 5 |
| Few-Shot Event Detection with Prototypical Amortized Conditional Random Field | Dec 4, 2020 | Event Detection | CodeCode Available | 1 | 5 |
| FilterAugment: An Acoustic Environmental Data Augmentation Method | Oct 7, 2021 | 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 |
| CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning | Mar 21, 2022 | Event DetectionTransfer Learning | 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 |
| Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection | Mar 29, 2022 | Event DetectionSound Event 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 |
| Cloud gap-filling with deep learning for improved grassland monitoring | Mar 14, 2024 | Deep LearningEvent Detection | CodeCode Available | 1 | 5 |
| Fusing Event-based and RGB camera for Robust Object Detection in Adverse Conditions | Mar 30, 2022 | 3D Object DetectionAdversarial Attack | CodeCode Available | 1 | 5 |
| Fusion of Audio and Visual Embeddings for Sound Event Localization and Detection | Dec 14, 2023 | Data AugmentationEvent 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 |
| Deep Learning in Latent Space for Video Prediction and Compression | Jun 19, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection | Dec 19, 2023 | Event DetectionGraph Neural Network | CodeCode Available | 1 | 5 |
| Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training | Jul 17, 2024 | Event DetectionMissing Labels | CodeCode Available | 1 | 5 |
| A New Perspective for Shuttlecock Hitting Event Detection | Jun 17, 2023 | Event Detection | CodeCode Available | 1 | 5 |
| A dataset for Audio-Visual Sound Event Detection in Movies | Feb 14, 2023 | Event DetectionSelf-Driving Cars | 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 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 | 5 |
| LEVEN: A Large-Scale Chinese Legal Event Detection Dataset | Mar 16, 2022 | Event DetectionRetrieval | CodeCode Available | 1 | 5 |
| A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications | Jun 17, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection | Jul 5, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 | 5 |
| A Hybrid System of Sound Event Detection Transformer and Frame-wise Model for DCASE 2022 Task 4 | Oct 18, 2022 | Event DetectionMetric Learning | 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 |
| MAVEN: A Massive General Domain Event Detection Dataset | Apr 28, 2020 | BenchmarkingEvent 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 |
| ATCON: Attention Consistency for Vision Models | Oct 18, 2022 | 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 |
| End-to-End Neural Event Coreference Resolution | Sep 17, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Enhanced Language Representation with Label Knowledge for Span Extraction | Nov 1, 2021 | Event DetectionNER | CodeCode Available | 1 | 5 |
| OntoED: Low-resource Event Detection with Ontology Embedding | May 23, 2021 | Event DetectionOntology Embedding | CodeCode Available | 1 | 5 |
| Effective Pre-Training of Audio Transformers for Sound Event Detection | Sep 14, 2024 | Data AugmentationEvent Detection | CodeCode Available | 1 | 5 |
