Anomaly Detection

Finetune Large Pre-Trained Model Based on Frequency-Wise Multi-Query Attention Pooling for Anomalous Sound Detection Interspeech 2025 Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere Interspeech 2025 Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD SemEval 2025 Leveraging SSL Speech Features and Mamba for Enhanced DeepFake Detection Interspeech 2025 M$^2$AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding AISTATS 2025 Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection Interspeech 2025 Open-Set Source Tracing of Audio Deepfake Systems Interspeech 2025 Optimal Zero-shot Regret Minimization for Selective Classification with Out-of-Distribution Detection UAI 2025 PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing Interspeech 2025 PhonemeFake: Redefining Deepfake Realism with Language-Driven Segmental Manipulation and Adaptive Bilevel Detection Interspeech 2025 PredTrAD – Prediction-based Transformer for Anomaly Detection in Multivariate Time Series Data Interspeech 2025 Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection Interspeech 2025 SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 Signature Isolation Forest AISTATS 2025 StarGAN-Aug: A Cross-domain Fault Audio Generation Method for High-performance Fault Diagnosis of Power Transformers Interspeech 2025 Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models ICLR 2025 TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes Interspeech 2025 Towards Few-Shot Training-Free Anomaly Sound Detection Interspeech 2025 Toward Universal Laws of Outlier Propagation UAI 2025 Transfer Neyman-Pearson Algorithm for Outlier Detection AISTATS 2025 Unmasking real-world audio deepfakes: A data-centric approach Interspeech 2025 Unsupervised Cellular Anomaly Detection in Toxicological Histopathology MIDL 2025 Anomaly Detection with Variance Stabilized Density Estimation UAI 2024 Clustering-Augmented Fraud Detection on Graphs Using Label-Aware Feature Aggregation ACML 2024 ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding UAI 2024