Cassandra T. Ye
Hi, I'm Cassandra, and I'm currently a 3rd year Computer Science Ph.D student at Cornell University where I'm advised by Kristina Monakhova. I'm broadly interested in machine learning methods to quantify uncertainty for inverse problems, with applications in scientific imaging and medical diagnosis.
This summer, I was an with the NextCam team at Adobe, led by Marc Levoy!! In a past life, I was an undergraduate at MIT studying Computer Science and Engineering. During my time there, I worked at the Computational Biophotonics Lab headed by Sixian You, working on optimizing computational algorithms for microscopy image reconstruction

You can find my cv here and if you're interested in collaborating or have any questions about my work at all, please don't hesitate to reach out at cassye@cs.cornell.edu!
This summer, I was an with the NextCam team at Adobe, led by Marc Levoy!! In a past life, I was an undergraduate at MIT studying Computer Science and Engineering. During my time there, I worked at the Computational Biophotonics Lab headed by Sixian You, working on optimizing computational algorithms for microscopy image reconstruction
You can find my cv here and if you're interested in collaborating or have any questions about my work at all, please don't hesitate to reach out at cassye@cs.cornell.edu!
News
| Nov 1, 2026 | I received the AI4S NSF Fellowship for Spring 2027! |
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| Sep 24, 2026 | QUTCC was accepted to NeurIPS 2026! |
| May 11, 2026 | I started my internship with the Nextcam team at Adobe! |
| Jul 19, 2025 | QUTCC has just been put on arxiv |
| Jun 11, 2025 | Gave a spotlight presentation at CVPR for the UQ in Vision Workshop |
| Mar 10, 2025 | Learned Uncertainty Quantification is up on Optics Express! |
| Mar 20, 2024 | We recieved the best paper award at Photonics West |
| Oct 25, 2023 | Our paper has finally been arxived |
| Oct 12, 2023 | My project was accepted for a talk at SPIE 2024 |
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Publications
- arXiv preprint arXiv:2507.14760, 2025
- Optics Express, 2025🏆 Best Paper Award at SPIE Photonics West 2024🏆