| FilterAugment: An Acoustic Environmental Data Augmentation Method | Oct 7, 2021 | 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 |
| 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 |
| Unsupervised Episode Detection for Large-Scale News Events | Aug 9, 2024 | ArticlesEvent Detection | CodeCode Available | 1 | 5 |
| Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection | Aug 17, 2020 | Event DetectionMultiple Instance Learning | 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 |
| PILOT: Introducing Transformers for Probabilistic Sound Event Localization | Jun 7, 2021 | 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 |
| Fusion of Audio and Visual Embeddings for Sound Event Localization and Detection | Dec 14, 2023 | Data AugmentationEvent 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 |
| Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection | Dec 19, 2023 | Event DetectionGraph Neural Network | CodeCode Available | 1 | 5 |
| Graph Convolutional Networks for traffic anomaly | Dec 25, 2020 | Anomaly DetectionEvent Detection | CodeCode Available | 1 | 5 |
| WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System | Jul 4, 2024 | Event DetectionLanguage Modeling | CodeCode Available | 1 | 5 |
| Heavily Augmented Sound Event Detection utilizing Weak Predictions | Jul 8, 2021 | Data AugmentationEvent 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 |
| Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention | Sep 13, 2021 | Event Detection | CodeCode Available | 1 | 5 |
| MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation | Nov 15, 2023 | AllEvent Argument Extraction | 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 |
| Literary Event Detection | Jul 1, 2019 | Event Detection | CodeCode Available | 1 | 5 |
| Improving Event Detection via Open-domain Trigger Knowledge | Jul 1, 2020 | Event DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Apr 15, 2022 | Event DetectionLifelong learning | CodeCode Available | 1 | 5 |
| Improving weakly supervised sound event detection with self-supervised auxiliary tasks | Jun 12, 2021 | DecoderEvent 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 |
| Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection | Nov 2, 2024 | Audio Source SeparationEvent Detection | CodeCode Available | 1 | 5 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 | 5 |
| Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection | Jul 5, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 | 5 |
| ATCON: Attention Consistency for Vision Models | Oct 18, 2022 | Event Detection | CodeCode Available | 1 | 5 |
| Enhanced Language Representation with Label Knowledge for Span Extraction | Nov 1, 2021 | Event DetectionNER | CodeCode Available | 1 | 5 |
| Lifelong Event Detection with Knowledge Transfer | Nov 1, 2021 | Event DetectionLifelong learning | CodeCode Available | 1 | 5 |
| MLBiNet: A Cross-Sentence Collective Event Detection Network | May 20, 2021 | DecoderEvent Detection | CodeCode Available | 1 | 5 |
| Post-Processing Independent Evaluation of Sound Event Detection Systems | Jun 27, 2023 | Event DetectionSound Event Detection | CodeCode Available | 1 | 5 |
| Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors | Jun 21, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 | 5 |
| UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection | Nov 16, 2021 | Action RecognitionAnomaly Detection | CodeCode Available | 1 | 5 |
| Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling | Jul 19, 2019 | Event DetectionLanguage Modelling | CodeCode Available | 0 | 5 |
| Learning Prototype Representations Across Few-Shot Tasks for Event Detection | Nov 1, 2021 | Event DetectionFew-Shot Learning | CodeCode Available | 0 | 5 |
| JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection | Feb 28, 2025 | Boundary DetectionEvent Detection | CodeCode Available | 0 | 5 |
| Italian Event Detection Goes Deep Learning | Oct 4, 2018 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Joint Event Detection and Description in Continuous Video Streams | Feb 28, 2018 | Dense CaptioningDense Video Captioning | CodeCode Available | 0 | 5 |
| Learning Sound Events From Webly Labeled Data | Nov 25, 2018 | Event DetectionSound Event Detection | CodeCode Available | 0 | 5 |
| Improving Vision Anomaly Detection with the Guidance of Language Modality | Oct 4, 2023 | Anomaly DetectionDefect Detection | CodeCode Available | 0 | 5 |
| Multimodal Event Detection: Current Approaches and Defining the New Playground through LLMs and VLMs | May 16, 2025 | Event Detection | CodeCode Available | 0 | 5 |
| Improving Rumor Detection by Class-based Adversarial Domain Adaptation | Oct 1, 2023 | Domain AdaptationEvent Detection | CodeCode Available | 0 | 5 |
| Infant Cry Detection Using Causal Temporal Representation | Mar 8, 2025 | Event Detection | CodeCode Available | 0 | 5 |
| LegalCore: A Dataset for Legal Documents Event Coreference Resolution | Feb 18, 2025 | Articlescoreference-resolution | CodeCode Available | 0 | 5 |
| Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection | May 27, 2025 | Active LearningDiversity | CodeCode Available | 0 | 5 |
| Argus: Efficient Activity Detection System for Extended Video Analysis | Mar 2, 2020 | Action DetectionActivity Detection | CodeCode Available | 0 | 5 |
| Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection | Nov 15, 2024 | Driver IdentificationEvent Detection | CodeCode Available | 0 | 5 |
| AENet: Learning Deep Audio Features for Video Analysis | Jan 3, 2017 | Action RecognitionData Augmentation | CodeCode Available | 0 | 5 |
| Heterogeneous Social Event Detection via Hyperbolic Graph Representations | Feb 20, 2023 | Contrastive LearningEvent Detection | CodeCode Available | 0 | 5 |
| Abnormal Event Detection in Videos using Spatiotemporal Autoencoder | Jan 6, 2017 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 0 | 5 |
