Niccolo Avogaro

Title

Predoctoral Researcher

Bio

Niccolo Avogaro is a predoctoral researcher specializing in foundation models for dense image recognition. With a background in mechanical engineering, robotics, and artificial intelligence, his work focuses on advancing the capabilities of multimodal systems in complex visual environments.

Publications

VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation
- - Niccolo Avogaro
  - Thomas Frick
  - et al.
- 2025
- CVPR 2025
Segmentation of subretinal and intraretinal fluid on OCT B-scans using an easily fine-tunable and deployable, visual-prompting based computer vision model
- - Rui Santos
  - Thomas Frick
  - et al.
- 2025
- ARVO 2025
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation
- - Niccolo Avogaro
  - Thomas Frick
  - et al.
- 2025
- TMLR
Probabilistic feature matching for fast scalable visual prompting
- - Thomas Frick
  - Cezary Skura
  - et al.
- 2024
- IJCAI 2024
AI for Bridge Inspection with IBM Inspecto
- - Cristiano Malossi
  - Roy Assaf
  - et al.
- 2024
- IABMAS 2024
Interactive Image Segmentation Guided by Visual Prompting
- - Thomas Frick
  - Cezary Skura
  - et al.
- 2024
- CVPR 2024

Projects

Visual Prompting
Using AI to build computer vision models within minutes, through quick intuitive prompts, and with just a few images
Inspecto – Large Vision Model Inspection Service
Increasing speed and quality of enterprise visual inspection, leveraging AI and domain-specific Large Vision Models

Top collaborators

Thomas Frick

Postdoc - AI Automation / Computer Vision

Cristiano Malossi

Principal Research Scientist and Manager

Andrea Bartezzaghi

Research Staff Member

Mattia Rigotti

Senior Research Scientist