| 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 |
