| 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 |
| Deep Learning in Latent Space for Video Prediction and Compression | Jun 19, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Improving weakly supervised sound event detection with self-supervised auxiliary tasks | Jun 12, 2021 | DecoderEvent Detection | CodeCode Available | 1 |
| PILOT: Introducing Transformers for Probabilistic Sound Event Localization | Jun 7, 2021 | Event Detection | CodeCode Available | 1 |
| Towards Diverse Paragraph Captioning for Untrimmed Videos | May 30, 2021 | DescriptiveDiversity | CodeCode Available | 1 |
| Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading | May 26, 2021 | ArticlesEvent Detection | CodeCode Available | 1 |
| OntoED: Low-resource Event Detection with Ontology Embedding | May 23, 2021 | Event DetectionOntology Embedding | CodeCode Available | 1 |
| MLBiNet: A Cross-Sentence Collective Event Detection Network | May 20, 2021 | DecoderEvent Detection | CodeCode Available | 1 |
| Russian News Clustering and Headline Selection Shared Task | May 3, 2021 | ClusteringEvent Detection | CodeCode Available | 1 |
| Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-supervised Sound Event Detection | Mar 11, 2021 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| RevDet: Robust and Memory Efficient Event Detection and Tracking in Large News Feeds | Mar 7, 2021 | ArticlesClustering | CodeCode Available | 1 |
| ROAD: The ROad event Awareness Dataset for Autonomous Driving | Feb 23, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 |
| Graph Convolutional Networks for traffic anomaly | Dec 25, 2020 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Few-Shot Event Detection with Prototypical Amortized Conditional Random Field | Dec 4, 2020 | Event Detection | CodeCode Available | 1 |
| Anomaly Detection in Video via Self-Supervised and Multi-Task Learning | Nov 15, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |
| ACCDOA: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization and Detection | Oct 29, 2020 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup | Oct 5, 2020 | Active LearningData Augmentation | CodeCode Available | 1 |
| 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 |
| End-to-End Neural Event Coreference Resolution | Sep 17, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| 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 |
| Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection | Aug 17, 2020 | Event DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Improving Event Detection via Open-domain Trigger Knowledge | Jul 1, 2020 | Event DetectionKnowledge Distillation | CodeCode Available | 1 |
| Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media | Jun 10, 2020 | ClusteringEvent Detection | CodeCode Available | 1 |
| RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection | May 15, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Infant Crying Detection in Real-World Environments | May 12, 2020 | Event DetectionGeneral Classification | CodeCode Available | 1 |
| MAVEN: A Massive General Domain Event Detection Dataset | Apr 28, 2020 | BenchmarkingEvent Detection | CodeCode Available | 1 |
| Multimodal Categorization of Crisis Events in Social Media | Apr 10, 2020 | Event Detectionimage-classification | CodeCode Available | 1 |
| Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation | Feb 25, 2020 | Event DetectionRelation | CodeCode Available | 1 |
| Sound Event Detection with Depthwise Separable and Dilated Convolutions | Feb 2, 2020 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Literary Event Detection | Jul 1, 2019 | Event Detection | CodeCode Available | 1 |
| Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks | Jul 21, 2017 | ChunkingEvent Detection | CodeCode Available | 1 |
| CNN Architectures for Large-Scale Audio Classification | Sep 29, 2016 | Audio ClassificationEvent Detection | CodeCode Available | 1 |
| Frequency Dynamic Convolutions for Sound Event Detection | Jun 15, 2025 | ARCEvent Detection | —Unverified | 0 |
| DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning | Jun 5, 2025 | document understandingEvent Detection | —Unverified | 0 |
| Towards real-time assessment of infrasound event detection capability using deep learning-based transmission loss estimation | Jun 3, 2025 | Event Detection | —Unverified | 0 |
| DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization | Jun 3, 2025 | Event DetectionSports Analytics | —Unverified | 0 |
| Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection | May 27, 2025 | Active LearningDiversity | CodeCode Available | 0 |
| Exploring the Potential of SSL Models for Sound Event Detection | May 17, 2025 | Event DetectionModel Selection | —Unverified | 0 |
| Multimodal Event Detection: Current Approaches and Defining the New Playground through LLMs and VLMs | May 16, 2025 | Event Detection | CodeCode Available | 0 |
| Gameplay Highlights Generation | May 12, 2025 | Event DetectionHighlight Detection | —Unverified | 0 |
| Hybrid Spiking Vision Transformer for Object Detection with Event Cameras | May 12, 2025 | Event DetectionObject | —Unverified | 0 |
| Action Spotting and Precise Event Detection in Sports: Datasets, Methods, and Challenges | May 6, 2025 | Action LocalizationAction Spotting | —Unverified | 0 |
| Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions | Apr 22, 2025 | Event DetectionOutlier Detection | —Unverified | 0 |
| CST-former: Multidimensional Attention-based Transformer for Sound Event Localization and Detection in Real Scenes | Apr 17, 2025 | Event DetectionSound Event Localization and Detection | —Unverified | 0 |
| Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection | Apr 17, 2025 | Event DetectionSound Event Detection | CodeCode Available | 0 |
| Privacy-Preserving Operating Room Workflow Analysis using Digital Twins | Apr 17, 2025 | Depth EstimationEvent Detection | —Unverified | 0 |
| Real-time Object and Event Detection Service through Computer Vision and Edge Computing | Apr 15, 2025 | Edge-computingEvent Detection | —Unverified | 0 |
| PETNet -- Coincident Particle Event Detection using Spiking Neural Networks | Apr 9, 2025 | Event Detection | —Unverified | 0 |
| A Solid-State Nanopore Signal Generator for Training Machine Learning Models | Apr 7, 2025 | BenchmarkingEvent Detection | —Unverified | 0 |