Supervised Training: We train both ViT and CNN branches on labeled samples. Finding To Conquering Strategy (FTC): We find class-specific boundaries based on the fixed ViT Encoder E1 by maximizing ...

Abstract: The multilayer one-class classification (OCC) frameworks have gained great traction in research on anomaly and outlier detection. However, most multilayer OCC algorithms suffer from loosely ...

Abstract: Non-Intrusive Load Monitoring (NILM) is particularly important for demand response. This paper proposes an innovative method based on a deep learning model to recognize the working state of ...

The PSEB Class 12 Model Papers 2025–26 are an essential resource for students preparing for the upcoming Punjab School Education Board (PSEB) Class 12 board examinations. These model papers are ...