one-class classification

Finding Time Series Anomalies Using Granular-Ball Vector Data Description AAAI 2026 LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection AAAI 2026 Unified Video Anomaly Detection Model for Detecting Different Anomaly Types WACV 2026 Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 2025 Disentangling Tabular Data Towards Better One-Class Anomaly Detection AAAI 2025 Enhancing Audio Deepfake Detection by Improving Representation Similarity of Bonafide Speech Interspeech 2025 MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025 Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation WACV 2025 SLIP: Spoof-Aware One-Class Face Anti-Spoofing with Language Image Pretraining AAAI 2025 Task-Specific Gradient Adaptation for Few-Shot One-Class Classification CVPR 2025 A Coarse-To-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection WACV 2024 MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data ICLR 2024 One-Class Face Anti-spoofing via Spoof Cue Map-Guided Feature Learning CVPR 2024 PREGO: Online Mistake Detection in PRocedural EGOcentric Videos CVPR 2024 PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection CVPR 2024 Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification ICLR 2024 Using Locally Learnt Word Representations for better Textual Anomaly Detection NAACL 2024 Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors AAAI 2023 Inter-Realization Channels: Unsupervised Anomaly Detection Beyond One-Class Classification ICCV 2023 Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition AAAI 2023 Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection ICCV 2023 ProtoFL: Unsupervised Federated Learning via Prototypical Distillation ICCV 2023 Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks ICML 2023 SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes ICCV 2023 ARCANE: An Efficient Architecture for Exact Machine Unlearning IJCAI 2022