Anomaly Detection

Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling IJCAI 2024 Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt AAAI 2024 Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024 VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection AAAI 2024 Weakly-Supervised Deepfake Localization in Diffusion-Generated Images WACV 2024 Weakly-Supervised Mirror Detection via Scribble Annotations AAAI 2024 When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection AAAI 2024 A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification ICLR 2023 A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials WACV 2023 ADGym: Design Choices for Deep Anomaly Detection NeurIPS 2023 ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels AAAI 2023 AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa IJCAI 2023 A New Comprehensive Benchmark for Semi-Supervised Video Anomaly Detection and Anticipation CVPR 2023 Anomalous Sound Detection Using Self-Attention-Based Frequency Pattern Analysis of Machine Sounds Interspeech 2023 Anomaly Detection in 3D Point Clouds Using Deep Geometric Descriptors WACV 2023 Anomaly Detection Under Distribution Shift ICCV 2023 Anomaly Detection using Score-based Perturbation Resilience ICCV 2023 Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors AAAI 2023 Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization AAAI 2023 Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023 Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion Interspeech 2023 Better Diffusion Models Further Improve Adversarial Training ICML 2023 Bi-Directional Frame Interpolation for Unsupervised Video Anomaly Detection WACV 2023 CFL-Net: Image Forgery Localization Using Contrastive Learning WACV 2023 Context-Aware Analysis of Group Submissions for Group Anomaly Detection and Performance Prediction AAAI 2023