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Anomaly Detection

907 directly classified papers

Papers per year

Papers

Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection AAAI 2022
Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity AAAI 2022
Few-Shot Fast-Adaptive Anomaly Detection NIPS 2022
Perturbation Learning Based Anomaly Detection NIPS 2022
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects NIPS 2022
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection NIPS 2022
Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets NIPS 2022
A Unified Model for Multi-class Anomaly Detection NIPS 2022
SoftPatch: Unsupervised Anomaly Detection with Noisy Data NIPS 2022
DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NIPS 2022
ADBench: Anomaly Detection Benchmark NIPS 2022
Position Regression for Unsupervised Anomaly Detection MIDL 2022
Fully Convolutional Cross-Scale-Flows for Image-Based Defect Detection WACV 2022
Detection and Localization of Facial Expression Manipulations WACV 2022
Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation WACV 2022
Latent Outlier Exposure for Anomaly Detection with Contaminated Data ICML 2022
Can Abnormality be Detected by Graph Neural Networks? IJCAI 2022
Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs IJCAI 2022
CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias IJCAI 2022
Constrained Adaptive Projection with Pretrained Features for Anomaly Detection IJCAI 2022
Understanding and Mitigating Data Contamination in Deep Anomaly Detection: A Kernel-based Approach IJCAI 2022
Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure INTERSPEECH 2022
Backend Ensemble for Speaker Verification and Spoofing Countermeasure INTERSPEECH 2022
A Deep One-Class Learning Method for Replay Attack Detection INTERSPEECH 2022
Overlapped speech and gender detection with WavLM pre-trained features INTERSPEECH 2022