Publications

45 results for Mattia Rigotti

SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs
- - Niccolo Avogaro
  - Nayanika Debnath
  - et al.
- 2026
- ICML 2026
Conference paper
Eliciting Reasoning in Language Models with Cognitive Tools
- - Brown Ebouky
  - Andrea Bartezzaghi
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model for Microclimate Impact Prediction
- - Jannis Fleckenstein
  - David Kreismann
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation
- - Niccolo Avogaro
  - Thomas Frick
  - et al.
- 2025
- CVPR 2025
Demo paper
Towards Reliable Conversational Data Analytics
- - Sihem Amer-Yahia
  - Jasmina Bogojeska
  - et al.
- 2025
- EDBT 2025
Conference paper
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation
- - Niccolo Avogaro
  - Thomas Frick
  - et al.
- 2025
- TMLR
Paper
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- - Gabriel Rioux
  - Apoorva Nitsure
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Probabilistic feature matching for fast scalable visual prompting
- - Thomas Frick
  - Cezary Skura
  - et al.
- 2024
- IJCAI 2024
Demo paper
Risk Aware Benchmarking of Large Language Models
- - Apoorva Nitsure
  - Youssef Mroueh
  - et al.
- 2024
- ICML 2024
Conference paper