Publications

42 results for Cristiano Malossi

Unlocking the Performance of Neural Surrogates in Real-World Applications
- - Cristiano Malossi
- 2026
- ICLR 2026
Workshop paper
Towards a Foundation Model for Partial Differential Equations Across Physics Domains
- - Eduardo Almeida Soares
  - Emilio Ashton Vital Brazil
  - et al.
- 2026
- AAAI 2026
Workshop paper
VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation
- - Niccolo Avogaro
  - Thomas Frick
  - et al.
- 2025
- CVPR 2025
Demo paper
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
Poster
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation
- - Niccolo Avogaro
  - Thomas Frick
  - et al.
- 2025
- TMLR
Paper
Combining Data Generation and Active Learning for Low-Resource Question Answering
- - Maximilian Schmidt
  - Andrea Bartezzaghi
  - et al.
- 2024
- ICANN 2024
Conference paper
Domain-adaptive Instance Segmentation for Visual Inspection from Civil Infrastructure Images
- - Takayuki Katsuki
  - Haoxiang Qiu
  - et al.
- 2024
- MIRU 2024
Conference paper
Domain Adaptation from Sequentially Arriving Target Images with Online Deep Sets
- - Takayuki Katsuki
  - Haoxiang Qiu
  - et al.
- 2024
- MIRU 2024
Talk
Probabilistic feature matching for fast scalable visual prompting
- - Thomas Frick
  - Cezary Skura
  - et al.
- 2024
- IJCAI 2024
Demo paper
AI for Bridge Inspection with IBM Inspecto
- - Cristiano Malossi
  - Roy Assaf
  - et al.
- 2024
- IABMAS 2024
Conference paper