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Methodology
← Analysis
Computer Vision
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Analysis
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Anomaly Detection
907 directly classified papers
Papers per year
2005: 1
2006: 2
2008: 1
2009: 3
2010: 1
2011: 4
2012: 2
2013: 13
2014: 4
2015: 7
2016: 12
2017: 7
2018: 13
2019: 41
2020: 51
2021: 81
2022: 67
2023: 145
2024: 156
2025: 241
2026: 55
Papers
Unsupervised Anomaly Detection with Rejection
NIPS 2023
SANFlow: Semantic-Aware Normalizing Flow for Anomaly Detection
NIPS 2023
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction
NIPS 2023
Frequency-dependent Image Reconstruction Error for Micro Defect Detection
ACML 2023
Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection
CVPR 2023
VMLC: Statistical Process Control for Image Classification in Manufacturing
ACML 2023
Enhancing Global Network Monitoring with Magnifier
NSDI 2023
DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection
UAI 2023
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings
UAI 2023
Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection
AISTATS 2023
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models
CVPR 2023
Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds
INTERSPEECH 2023
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-Grained Environments
WACV 2023
Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation
WACV 2023
PatchZero: Defending Against Adversarial Patch Attacks by Detecting and Zeroing the Patch
WACV 2023
A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials
WACV 2023
Prototypical Residual Networks for Anomaly Detection and Localization
CVPR 2023
Improving Robustness of Vision Transformers by Reducing Sensitivity To Patch Corruptions
CVPR 2023
"Seeing" Electric Network Frequency From Events
CVPR 2023
No Shifted Augmentations (NSA): Compact Distributions for Robust Self-Supervised Anomaly Detection
WACV 2023
Anomaly Detection in 3D Point Clouds Using Deep Geometric Descriptors
WACV 2023
CFL-Net: Image Forgery Localization Using Contrastive Learning
WACV 2023
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network
WACV 2023
Point to the Hidden: Exposing Speech Audio Splicing via Signal Pointer Nets
INTERSPEECH 2023
Bi-Directional Frame Interpolation for Unsupervised Video Anomaly Detection
WACV 2023
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