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Anomaly Detection

907 directly classified papers

Papers per year

Papers

Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024
Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy INTERSPEECH 2024
Enhancing Partially Spoofed Audio Localization with Boundary-aware Attention Mechanism INTERSPEECH 2024
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection INTERSPEECH 2024
A New Benchmark and Model for Challenging Image Manipulation Detection AAAI 2024
Quantile-Based Maximum Likelihood Training for Outlier Detection AAAI 2024
HarmoNet: Partial DeepFake Detection Network based on Multi-scale HarmoF0 Feature Fusion INTERSPEECH 2024
Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024
Power Grid Anomaly Detection via Hybrid LSTM-GIN Model (Student Abstract) AAAI 2024
EAT: Towards Long-Tailed Out-of-Distribution Detection AAAI 2024
ReConPatch: Contrastive Patch Representation Learning for Industrial Anomaly Detection WACV 2024
When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection AAAI 2024
A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024
Holistic Representation Learning for Multitask Trajectory Anomaly Detection WACV 2024
CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference AISTATS 2024
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection AAAI 2024
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model AAAI 2024
Weakly-Supervised Deepfake Localization in Diffusion-Generated Images WACV 2024
Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation CVPR 2024
Looking 3D: Anomaly Detection with 2D-3D Alignment CVPR 2024
ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection AAAI 2024
Towards Surveillance Video-and-Language Understanding: New Dataset Baselines and Challenges CVPR 2024
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts CVPR 2024
A Diffusion-Based Framework for Multi-Class Anomaly Detection AAAI 2024
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis WACV 2024