8 citations · 8 across the 5 of their papers we have counts for
5 papers
PartStickers: Generating Parts of Objects for Rapid Prototyping
Mo Zhou, Josh Myers-Dean, Danna Gurari
Design prototyping involves creating mockups of products or concepts to gather feedback and iterate on ideas. While prototyping often requires specific parts of objects, such as wh…
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images
Josh Myers-Dean, Jarek Reynolds, Brian Price +2
Hierarchical segmentation entails creating segmentations at varying levels of granularity. We introduce the first hierarchical semantic segmentation dataset with subpart annotation…
Interpreting COVID Lateral Flow Tests' Results with Foundation Models
Stuti Pandey, Josh Myers-Dean, Jarek Reynolds +1
Lateral flow tests (LFTs) enable rapid, low-cost testing for health conditions including Covid, pregnancy, HIV, and malaria. Automated readers of LFT results can yield many benefit…
Interactive Segmentation for Diverse Gesture Types Without Context
Josh Myers-Dean, Yifei Fan, Brian Price +2
Interactive segmentation entails a human marking an image to guide how a model either creates or edits a segmentation. Our work addresses limitations of existing methods: they eith…
Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning
Josh Myers-Dean, Yinan Zhao, Brian Price +2
Generalized few-shot semantic segmentation was introduced to move beyond only evaluating few-shot segmentation models on novel classes to include testing their ability to remember…