| Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors | Jun 21, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| A New Perspective for Shuttlecock Hitting Event Detection | Jun 17, 2023 | Event Detection | CodeCode Available | 1 |
| Few-shot bioacoustic event detection at the DCASE 2023 challenge | Jun 15, 2023 | Event DetectionFew-Shot Learning | CodeCode Available | 1 |
| Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level Tasks | Jun 7, 2023 | Audio ClassificationAudio Tagging | CodeCode Available | 1 |
| Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning | May 27, 2023 | Event DetectionMeta-Learning | CodeCode Available | 1 |
| SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres | May 23, 2023 | Event DetectionEvent Relation Extraction | CodeCode Available | 1 |
| Few-shot Event Detection: An Empirical Study and a Unified View | May 3, 2023 | Event Detection | CodeCode Available | 1 |
| Synthetically generated text for supervised text analysis | Mar 28, 2023 | ArticlesEthics | CodeCode Available | 1 |
| GLEN: General-Purpose Event Detection for Thousands of Types | Mar 16, 2023 | Event DetectionEvent Extraction | CodeCode Available | 1 |
| A dataset for Audio-Visual Sound Event Detection in Movies | Feb 14, 2023 | Event DetectionSelf-Driving Cars | CodeCode Available | 1 |
| Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models | Feb 10, 2023 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| tieval: An Evaluation Framework for Temporal Information Extraction Systems | Jan 11, 2023 | Event DetectionEvent Extraction | CodeCode Available | 1 |
| MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts | Nov 25, 2022 | ArticlesEvent Detection | CodeCode Available | 1 |
| ATCON: Attention Consistency for Vision Models | Oct 18, 2022 | Event Detection | CodeCode Available | 1 |
| 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 |
| EventGraph: Event Extraction as Semantic Graph Parsing | Oct 16, 2022 | Event DetectionEvent Extraction | CodeCode Available | 1 |
| Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection | Sep 25, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains | Sep 5, 2022 | Data AugmentationDirection of Arrival Estimation | CodeCode Available | 1 |
| Tracking by weakly-supervised learning and graph optimization for whole-embryo C. elegans lineages | Aug 24, 2022 | Cell TrackingEvent Detection | CodeCode Available | 1 |
| Unifying Event Detection and Captioning as Sequence Generation via Pre-Training | Jul 18, 2022 | Dense Video CaptioningEvent Detection | CodeCode Available | 1 |
| Visually-aware Acoustic Event Detection using Heterogeneous Graphs | Jul 16, 2022 | Event Detection | CodeCode Available | 1 |
| Segment-level Metric Learning for Few-shot Bioacoustic Event Detection | Jul 15, 2022 | Event DetectionFew-Shot Learning | CodeCode Available | 1 |
| Few-shot bioacoustic event detection at the DCASE 2022 challenge | Jul 14, 2022 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection | Jul 5, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Frequency Dependent Sound Event Detection for DCASE 2022 Challenge Task 4 | Jun 23, 2022 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications | Jun 17, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Unsupervised Key Event Detection from Massive Text Corpora | Jun 8, 2022 | ArticlesEvent Detection | CodeCode Available | 1 |
| Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection | Apr 15, 2022 | Event DetectionLifelong learning | CodeCode Available | 1 |
| Fusing Event-based and RGB camera for Robust Object Detection in Adverse Conditions | Mar 30, 2022 | 3D Object DetectionAdversarial Attack | CodeCode Available | 1 |
| Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection | Mar 29, 2022 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning | Mar 21, 2022 | Event DetectionTransfer Learning | CodeCode Available | 1 |
| LEVEN: A Large-Scale Chinese Legal Event Detection Dataset | Mar 16, 2022 | Event DetectionRetrieval | CodeCode Available | 1 |
| Threshold Independent Evaluation of Sound Event Detection Scores | Jan 31, 2022 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data | Dec 15, 2021 | Audio Source SeparationAudio Tagging | CodeCode Available | 1 |
| UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection | Nov 16, 2021 | Action RecognitionAnomaly Detection | CodeCode Available | 1 |
| Lifelong Event Detection with Knowledge Transfer | Nov 1, 2021 | Event DetectionLifelong learning | CodeCode Available | 1 |
| Enhanced Language Representation with Label Knowledge for Span Extraction | Nov 1, 2021 | Event DetectionNER | CodeCode Available | 1 |
| RCT: Random Consistency Training for Semi-supervised Sound Event Detection | Oct 21, 2021 | Data AugmentationEvent Detection | CodeCode Available | 1 |
| Couple Learning for semi-supervised sound event detection | Oct 12, 2021 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| FilterAugment: An Acoustic Environmental Data Augmentation Method | Oct 7, 2021 | Data AugmentationEvent Detection | CodeCode Available | 1 |
| Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event Detection | Oct 5, 2021 | Audio TaggingBoundary Detection | CodeCode Available | 1 |
| 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 |
| The impact of non-target events in synthetic soundscapes for sound event detection | Sep 28, 2021 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention | Sep 13, 2021 | Event Detection | CodeCode Available | 1 |
| You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event Detection | Sep 1, 2021 | ArticlesClassification | CodeCode Available | 1 |
| Transferring Knowledge Distillation for Multilingual Social Event Detection | Aug 6, 2021 | Cross-Lingual Word EmbeddingsEvent Detection | CodeCode Available | 1 |
| Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests | Aug 5, 2021 | Cloze TestEvent Detection | CodeCode Available | 1 |
| What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis | Jul 22, 2021 | Direction of Arrival EstimationEvent Detection | CodeCode Available | 1 |
| Data Efficient Video Transformer for Violence Detection | Jul 17, 2021 | Action RecognitionEvent Detection | CodeCode Available | 1 |
| Heavily Augmented Sound Event Detection utilizing Weak Predictions | Jul 8, 2021 | Data AugmentationEvent Detection | CodeCode Available | 1 |
