Search Results for author: Marco Cascio

Found 4 papers, 1 papers with code

ReViT: Enhancing Vision Transformers with Attention Residual Connections for Visual Recognition

1 code implementation17 Feb 2024 Anxhelo Diko, Danilo Avola, Marco Cascio, Luigi Cinque

Vision Transformer (ViT) self-attention mechanism is characterized by feature collapse in deeper layers, resulting in the vanishing of low-level visual features.

Image Classification Instance Segmentation +3

Analyzing EEG Data with Machine and Deep Learning: A Benchmark

no code implementations18 Mar 2022 Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Daniele Pannone

Nowadays, machine and deep learning techniques are widely used in different areas, ranging from economics to biology.

EEG

Human Silhouette and Skeleton Video Synthesis through Wi-Fi signals

no code implementations11 Mar 2022 Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti

The latter conditions signal-based features in the visual domain to completely replace visual data.

Image Generation

Wi-Fi Passive Person Re-Identification based on Channel State Information

no code implementations12 Nov 2019 Danilo Avola, Marco Cascio, Luigi Cinque, Daniele Pannone

With the increasing need for wireless data transfer, Wi-Fi networks have rapidly grown in recent years providing high throughput and easy deployment.

Signal Processing Networking and Internet Architecture

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