2 papers
cs.CV2026
EnsAug: Augmentation-Driven Ensembles for Human Motion Sequence Analysis
Bikram De, Habib Irani, Vangelis Metsis
Data augmentation is a crucial technique for training robust deep learning models for human motion, where annotated datasets are often scarce. However, generic augmentation methods…
cs.LG2026
WaveFormer: Wavelet Embedding Transformer for Biomedical Signals
Habib Irani, Bikram De, Vangelis Metsis
Biomedical signal classification presents unique challenges due to long sequences, complex temporal dynamics, and multi-scale frequency patterns that are poorly captured by standar…