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Methodology
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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
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels
AAAI 2023
Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization
AAAI 2023
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs
AAAI 2023
Better Diffusion Models Further Improve Adversarial Training
ICML 2023
Unsupervised Out-of-Distribution Detection with Diffusion Inpainting
ICML 2023
SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs
IJCAI 2023
TOT:Topology-Aware Optimal Transport for Multimodal Hate Detection
AAAI 2023
Deepfake Video Detection via Facial Action Dependencies Estimation
AAAI 2023
COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning
AAAI 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models
EMNLP 2023
DF-Platter: Multi-Face Heterogeneous Deepfake Dataset
CVPR 2023
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection
CVPR 2023
Hierarchical Semantic Contrast for Scene-Aware Video Anomaly Detection
CVPR 2023
Diversity-Measurable Anomaly Detection
CVPR 2023
OmniAL: A Unified CNN Framework for Unsupervised Anomaly Localization
CVPR 2023
Prompt-Guided Zero-Shot Anomaly Action Recognition Using Pretrained Deep Skeleton Features
CVPR 2023
Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection
CVPR 2023
Dynamic Graph Learning With Content-Guided Spatial-Frequency Relation Reasoning for Deepfake Detection
CVPR 2023
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
CVPR 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization
CVPR 2023
A New Comprehensive Benchmark for Semi-Supervised Video Anomaly Detection and Anticipation
CVPR 2023
Revisiting Reverse Distillation for Anomaly Detection
CVPR 2023
Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping
CVPR 2023
Multimodal Industrial Anomaly Detection via Hybrid Fusion
CVPR 2023
SimpleNet: A Simple Network for Image Anomaly Detection and Localization
CVPR 2023
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