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Considerations for data acquisition and modeling strategies: Mitosis detection in computational pathology
Preparing data for machine learning tasks in health and life science applications requires decisions that affect the cost, model …
Zongliang (Jerry) Ji, Philip Rosenfield, Christina H Eng, Sarah E Bettigole, Danielle C Gibson, Hamid Masoudi, Matthew G Hanna, Nicolo Fusi, Kristen A Severson
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Weakly Supervised Semantic Segmentation: From Box to Tag and Back
We propose an approach for semantic segmentation with weak supervision using bounding box annotations. Most previous work relies on …
Zongliang (Jerry) Ji, Olga Veksler
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Matrix Multiplication: Verifying Strong Uniquely Solvable Puzzles
Cohn and Umans proposed a framework for developing fast matrix multiplication algorithms based on the embedding computation in certain …
Matthew Anderson, Zongliang (Jerry) Ji, Anthony Xu Yang
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Low-Cost Wireless Modular Soft Tensegrity Robots
Completely soft robots are emerging as a compelling new platform for exploring and operating in unstructured, rugged, and dynamic …
Jonathan Kimber, Zongliang (Jerry) Ji, Aikaterini Petridou, Thomas Sipple, Kentaro Barhydt, James Boggs, Luke Dosiek, John Rieffel
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