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Anomaly Detection

907 directly classified papers

Papers per year

Papers

AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models AAAI 2024
Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024
Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024
Skip-GANomaly++: Skip Connections and Residual Blocks for Anomaly Detection (Student Abstract) AAAI 2024
DF40: Toward Next-Generation Deepfake Detection NIPS 2024
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor NIPS 2024
Open-Vocabulary Video Anomaly Detection CVPR 2024
Power Grid Anomaly Detection via Hybrid LSTM-GIN Model (Student Abstract) AAAI 2024
Towards Reproducible, Automated, and Scalable Anomaly Detection AAAI 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection NIPS 2024
Multi-TA: Multilevel Temporal Augmentation for Robust Septic Shock Early Prediction IJCAI 2024
One-Class Face Anti-spoofing via Spoof Cue Map-Guided Feature Learning CVPR 2024
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection AAAI 2024
Error Detection in Egocentric Procedural Task Videos CVPR 2024
Detecting Hate Speech in Amharic Using Multimodal Analysis of Social Media Memes COLING 2024
Weakly-Supervised Mirror Detection via Scribble Annotations AAAI 2024
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series NIPS 2024
Intrinsic Self-Supervision for Data Quality Audits NIPS 2024
Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio INTERSPEECH 2024
PyGOD: A Python Library for Graph Outlier Detection JMLR 2024
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NIPS 2024
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties NIPS 2024
Pre-training Vision Models with Mandelbulb Variations CVPR 2024
Exploring Diverse Representations for Open Set Recognition AAAI 2024