Francisco Eiras
5 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (7)
🧭
Keyword Pioneer
👥
Mega-Team
(24)
Conferences
ICML (3)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
certified robustness
(1)
adversarial robustness
(1)
ensemble learning
(1)
lipschitz continuity
(1)
deep learning model
(1)
3d geometry
(1)
ensemble classifier
(1)
camera calibration
(1)
vanishing point
(1)
camera geometry
(1)
catadioptric camera
(1)
analytical modeling
(1)
parallel line
(1)
geometric projection
(1)
Papers
Do as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language Models
ICLR 2025
Efficient Error Certification for Physics-Informed Neural Networks
ICML 2024
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
ICML 2024
Certifying Ensembles: A General Certification Theory with S-Lipschitzness
ICML 2023
Analytical Modeling of Vanishing Points and Curves in Catadioptric Cameras
CVPR 2018