14 citations · 19 across the 4 of their papers we have counts for
4 papers
ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual Connections
Anxhelo Diko, Danilo Avola, Marco Cascio +1
Vision Transformer (ViT) self-attention mechanism is characterized by feature collapse in deeper layers, resulting in the vanishing of low-level visual features. However, such feat…
Analyzing EEG Data with Machine and Deep Learning: A Benchmark
Danilo Avola, Marco Cascio, Luigi Cinque +4
Nowadays, machine and deep learning techniques are widely used in different areas, ranging from economics to biology. In general, these techniques can be used in two ways: trying t…
Human Silhouette and Skeleton Video Synthesis through Wi-Fi signals
Danilo Avola, Marco Cascio, Luigi Cinque +2
The increasing availability of wireless access points (APs) is leading towards human sensing applications based on Wi-Fi signals as support or alternative tools to the widespread v…
Wi-Fi Passive Person Re-Identification based on Channel State Information
Danilo Avola, Marco Cascio, Luigi Cinque +1
With the increasing need for wireless data transfer, Wi-Fi networks have rapidly grown in recent years providing high throughput and easy deployment. Nowadays, Access Points (APs)…