Nico Catalano

According to our database, Nico Catalano authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Balancing accuracy and cost in precision agriculture: a few-shot learning approach for efficient weed - crop segmentation.

Nico Catalano, Sofia Matilde Luglio, Agnese Chiatti, Mino Sportelli, Christian Frasconi, Davide Facchinetti, Matteo Matteucci

Comput. Electron. Agric., 2026

MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation.

Nico Catalano, Stefano Samele, Paolo Pertino, Matteo Matteucci

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Differentiable Hierarchical Visual Tokenization.

Marius Aasan, Martine Hjelkrem-Tan, Nico Catalano, Changkyu Choi, Adín Ramírez Rivera

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Graph Against the Machine: a Neuro-Symbolic Approach for Enhanced Video Question Answering (short paper).

Fabio Lusha, Agnese Chiatti, Sara Pidò, Nico Catalano, Matteo Matteucci

Proceedings of the 1st International Workshop on Advanced Neuro-Symbolic Applications co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2024

More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation.

Nico Catalano, Alessandro Maranelli, Agnese Chiatti, Matteo Matteucci

Proceedings of the International Joint Conference on Neural Networks, 2024

Tackling Environmental Variability: Few Shot Segmentation for Domain-Adaptive Weed Segmentation in Agricultural Robotics.

Nico Catalano, Monica Leone, Matteo Matteucci

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Few Shot Semantic Segmentation: a review of methodologies and open challenges.

Nico Catalano, Matteo Matteucci

CoRR, 2023

Surgical Fine-Tuning for Grape Bunch Segmentation Under Visual Domain Shifts.

Agnese Chiatti, Riccardo Bertoglio, Nico Catalano, Matteo Gatti, Matteo Matteucci

Proceedings of the European Conference on Mobile Robots, 2023