Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images
Learning from fewer annotated cells, with contrastive signals across patches and pixels.
136citations
Computer vision · VLMs · Embodied AI
Teaching machines
to see, then
to act.
Hi, I'm Ciuzaak Wong. I work on computer vision and how it carries over to the physical world, from perception and vision-language models to synthetic data and embodied agents. Along the way, I build small tools for whatever gets in the way.
V toggles vision mode ⌘K for everything else
—public repos
—followers
2018on GitHub since
01Research interests
From pixels to a robot
that finds its way home.
One apartment, four ways to understand it. Generate a home, inspect what is in it, reveal its collision geometry, then send a robot exploring.
02Trajectory
A slow walk from
cells to living rooms.
Drag the playhead. The main line is research; the dots underneath are side quests.
03Workshop
Small tools for
things that got in the way.
Public projects, with GitHub stats refreshed hourly.
04Publications
A few ideas,
put on paper.
Earlier work on learning to see: from biomedical images to the textures of an illustration.
Papers published as Zhaoze Wang.
5publications
325citations
4h-index
4i10-index
Saved snapshot
5 publications
Continual Nuclei Segmentation via Prototype-Wise Relation Distillation and Contrastive Learning
Continuing to learn nuclei segmentation while preserving previously learned knowledge.
29citations
Context Prior Guided Semantic Modeling for Biomedical Image Segmentation
Context priors connect global semantics with the fine detail needed for biomedical segmentation.
15citations
META-Unet: Multi-Scale Efficient Transformer Attention Unet for Fast and High-Accuracy Polyp Segmentation
Efficient multi-scale attention for precise polyp segmentation.
Read paper ↗2023 early access · 2024 journal issue
144citations
Suitable and Style-Consistent Multi-Texture Recommendation for Cartoon Illustrations
Finding textures that fit an illustration and work together as a coherent visual style.
1citation
Sync attempted daily. If Scholar blocks access, the last successful snapshot stays visible. Years follow Scholar; META-Unet appeared online in 2023 and in the 2024 journal issue.
05Off the clock
A little room
for big ideas.
Some things are better built just for the fun of it. A miniature corner of my world: code, coffee, a curious robot, and a cat with management privileges.
STUDIO / 001Still life · interactive view loading
Drag to look around. A small world, made by hand.
Blender × Three.js06Shell
Or just
poke around.
A tiny terminal. Try one of these, or type help.
07Contact
Questions, collaborations, or unlikely ideas are all welcome.
or open your mail app