2 citations · 2 across the 14 of their papers we have counts for
6 papers · 1 filter
Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review
Clayton Cohn, Eduardo Davalos, Caleb Vatral +7
Recent technological advancements in multimodal machine learning--including the rise of large language models (LLMs)--have improved our ability to collect, process, and analyze div…
Self-supervised Mamba-based Mastoidectomy Shape Prediction for Cochlear Implant Surgery
Yike Zhang, Eduardo Davalos, Dingjie Su +2
Cochlear Implant (CI) procedures require the insertion of an electrode array into the cochlea within the inner ear. To achieve this, mastoidectomy, a surgical procedure involving t…
FastPoseCNN: Real-Time Monocular Category-Level Pose and Size Estimation Framework
Eduardo Davalos, Mehran Aminian
The primary focus of this paper is the development of a framework for pose and size estimation of unseen objects given a single RGB image - all in real-time. In 2019, the first cat…
3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments
Eduardo Davalos, Yike Zhang, Ashwin T. S. +3
This study presents a novel framework for 3D gaze tracking tailored for mixed-reality settings, aimed at enhancing joint attention and collaborative efforts in team-based scenarios…
A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments
Joyce Fonteles, Eduardo Davalos, Ashwin T. S. +9
Investigating children's embodied learning in mixed-reality environments, where they collaboratively simulate scientific processes, requires analyzing complex multimodal data to in…
Monocular Microscope to CT Registration using Pose Estimation of the Incus for Augmented Reality Cochlear Implant Surgery
Yike Zhang, Eduardo Davalos, Dingjie Su +2
For those experiencing severe-to-profound sensorineural hearing loss, the cochlear implant (CI) is the preferred treatment. Augmented reality (AR) aided surgery can potentially imp…