Andrzej Cichocki

So Far Yet So Near: Time Series Data Augmentation with Exploring non-Semantic Boundaries based on Reinforcement Learning

Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model

AnoOnly: Semi-supervised anomaly detection with the only loss on anomalies

VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization

Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning

Cross-modal attention preservation with self-contrastive learning for composed query-based image retrieval