Search Results for author: Mengxi Zhou

Found 2 papers, 0 papers with code

A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments

no code implementations10 May 2024 Joyce Fonteles, Eduardo Davalos, Ashwin T. S., Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua Danish, Noel Enyedy, Gautam Biswas

Investigating children's embodied learning in mixed-reality environments, where they collaboratively simulate scientific processes, requires analyzing complex multimodal data to interpret their learning and coordination behaviors.

Mixed Reality

Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain

no code implementations9 Feb 2024 Amin Karimi Monsefi, Payam Karisani, Mengxi Zhou, Stacey Choi, Nathan Doble, Heng Ji, Srinivasan Parthasarathy, Rajiv Ramnath

In this paper, we introduce a new neural network architecture, termed LoGoNet, with a tailored self-supervised learning (SSL) method to mitigate such challenges.

Contrastive Learning Image Segmentation +4

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