BISCUIT
2nd International Workshop on Biomedical Image and Signal Computing for Unbiasedness, Interpretability, and Trustworthiness
September 8th 2026
About this workshop 🍪
The 2nd edition of the BISCUIT (Biomedical Image and Signal Computing for Unbiasedness, Interpretability, and Trustworthiness) workshop will be hosted at ECCV'26 in Malmö, Sweden 🇸🇪.
This workshop is dedicated to the fundamental science and methodological rigor of Unbiasedness, Interpretability, and Trustworthiness (UIT) in AI. We focus on exploring the core questions: from understanding the deep-seated origins of algorithmic and data bias 🔍, to advancing the science of interpretability💡, or building systems we can fundamentally rely on 🤝. We aim to unite researchers advancing these foundational aspects, showcasing novel methodologies, theoretical underpinnings, and rigorous evaluation techniques for UIT, rather than solely their downstream applications. Finally, we will highlight the latest breakthroughs and chart future directions for creating inherently unbiased, truly interpretable, and verifiably trustworthy AI.
More info here.
Submit your Paper! 🧑💻
Submit via OpenReview using the button below. More information can be found in our Call for Papers.
Keynote Speakers 🎤
Schedule 🕘
The workshop will be a full-day event on the first day of conference (September 8th). Note that the following schedule is still tentative.
| 09:00 | 09:15 | 15' | 🎉 | Welcome & Opening Remarks |
| 09:15 | 10:00 | 45' | 🌟 | Invited Keynote Speech 1 |
| 10:00 | 10:30 | 30' | 🔦 | Spotlight Presentations |
| 10:30 | 10:45 | 15' | ☕ | Coffee Break |
| 10:45 | 11:15 | 30' | 🔦 | Spotlight Presentations |
| 11:15 | 12:00 | 45' | 🌟 | Invited Keynote Speech 2 |
| 12:00 | 13:00 | 60' | 🍕 | Lunch Break |
| 13:00 | 14:00 | 60' | 📜 | Poster Presentations |
| 14:00 | 14:30 | 30' | 🔦 | Spotlight Presentations |
| 14:30 | 15:15 | 45' | 🌟 | Invited Keynote Speech 3 |
| 15:15 | 15:30 | 15' | ☕ | Coffee Break |
| 15:30 | 16:15 | 45' | 🌟 | Invited Keynote Speech 4 |
| 16:15 | 16:50 | 35' | 💬 | Interactive Panel Discussion |
| 16:50 | 17:00 | 10' | 🏆 | Best Paper Award & Closing Remarks |
