Ludovico Comito Logo
Ludovico Comito

Deep Learning

../assets/images/featured/dsi_project_cover.jpeg
Differentiable Search Index for Information Retrieval

Custom implementation of a Differentiable Search Index architecture, experimenting with different solutions.

Tags: Deep Learning, NLP, LLM, IR
Ludovico Comito

Ludovico Comito

4 min read
../assets/images/featured/deep_rl_cover.png
Deep RL for Differential Drive Robot

A Sim2Real experiment utilizing PPO with Action Masking performed on a custom Differential Drive Robot built from scratch.

Tags: RL, Robotics, Deep Learning
Ludovico Comito

Ludovico Comito

1 min read
../assets/images/featured/vwsd_cover.jpeg
Visual WSD using CLIPSeg

A segmentation-based approach to the task of Visual Word Sense Disambiguation

Tags: Deep Learning, NLP, Multimodal
Ludovico Comito

Ludovico Comito

2 min read
../assets/images/featured/homonimy_cover.png
Homonymy disambiguation using DeBERTa

A DeBERTa based architecture for the task of Homonymy disambiguation.

Tags: Deep Learning, NLP
Ludovico Comito

Ludovico Comito

2 min read