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Anomaly Detection

907 directly classified papers

Papers per year

Papers

Image Copy Detection for Diffusion Models NIPS 2024
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series NIPS 2024
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection CVPR 2024
Breaking Semantic Artifacts for Generalized AI-generated Image Detection NIPS 2024
Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network CVPR 2024
PyGOD: A Python Library for Graph Outlier Detection JMLR 2024
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes (Abstract Reprint) IJCAI 2024
Weakly-Supervised Mirror Detection via Scribble Annotations AAAI 2024
TraceEvader: Making DeepFakes More Untraceable via Evading the Forgery Model Attribution AAAI 2024
Quantile-Based Maximum Likelihood Training for Outlier Detection AAAI 2024
SDAC: A Multimodal Synthetic Dataset for Anomaly and Corner Case Detection in Autonomous Driving AAAI 2024
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection INTERSPEECH 2024
Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy INTERSPEECH 2024
Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection AAAI 2024
Classifying Cable Tendency With Semantic Segmentation by Utilizing Real and Simulated RGB Data WACV 2024
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024
High-Fidelity Zero-Shot Texture Anomaly Localization Using Feature Correspondence Analysis WACV 2024
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning NIPS 2024
Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond IJCAI 2024
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection NIPS 2024
SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation NIPS 2024
Enhancing Partially Spoofed Audio Localization with Boundary-aware Attention Mechanism INTERSPEECH 2024
A New Benchmark and Model for Challenging Image Manipulation Detection AAAI 2024
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection AAAI 2024
FD-UAD: Unsupervised Anomaly Detection Platform Based on Defect Autonomous Imaging and Enhancement IJCAI 2024