Search Results for author: Josh Myers-Dean

Found 3 papers, 0 papers with code

Interpreting COVID Lateral Flow Tests' Results with Foundation Models

no code implementations21 Apr 2024 Stuti Pandey, Josh Myers-Dean, Jarek Reynolds, Danna Gurari

Accordingly, we explore the abilities of modern foundation vision language models (VLMs) in interpreting such tests.

Interactive Segmentation for Diverse Gesture Types Without Context

no code implementations20 Jul 2023 Josh Myers-Dean, Yifei Fan, Brian Price, Wilson Chan, Danna Gurari

Interactive segmentation entails a human marking an image to guide how a model either creates or edits a segmentation.

Interactive Segmentation Segmentation

Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning

no code implementations21 Dec 2021 Josh Myers-Dean, Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari

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 base classes.

Generalized Few-Shot Semantic Segmentation Meta-Learning +2

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