A slow, public notebook
Hi, I'm Gabriel.
This is where I think
out loud about my PhD.
Mostly a place to keep myself honest. I leave papers I'm reading here, half-finished ideas, and the kind of small experiments that don't make it into a publication but still feel worth writing down. Updates come when they come, there's no schedule.
If we share an interest in weak supervision, segmentation, or just doing research slowly and in the open, you're in the right corner of the internet.
Recent entries
All notes →- 01Starting the LogAn introduction to this research blog and what I plan to document hereresearchphdsemantic segmentationweak supervision5Feb2026
Lately reading
- · A Survey on Label-Efficient Deep Image Segmentation
- · Two preprints on inexact supervision
- · A book on weak supervision, kept on the desk for vibes
Quietly working on
- · A small framework for partial-label segmentation
- · Reproducibility tooling for the Minerva stack
- · The next note (no promises on when)