Eduardo Davalos

According to our database, Eduardo Davalos authored at least 16 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SSDD-GAN: Single-Step Denoising Diffusion GAN for Cochlear Implant Surgical Scene Completion.

Yike Zhang, Eduardo Davalos, Jack H. Noble

CoRR, February, 2025

Beyond Instructed Tasks: Recognizing In-the-Wild Reading Behaviors in the Classroom Using Eye Tracking.

Eduardo Davalos, Jorge Alberto Salas, Yike Zhang, Namrata Srivastava, Yashvitha Thatigotla, Abbey Gonzales, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin

CoRR, January, 2025

2024

Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review.

Clayton Cohn, Eduardo Davalos, Caleb Vatral, Joyce Horn Fonteles, Hanchen David Wang, Meiyi Ma, Gautam Biswas

CoRR, 2024

Unsupervised Mastoidectomy for Cochlear CT Mesh Reconstruction Using Highly Noisy Data.

Yike Zhang, Dingjie Su, Eduardo Davalos, Jack H. Noble

CoRR, 2024

FastPoseCNN: Real-Time Monocular Category-Level Pose and Size Estimation Framework.

Eduardo Davalos, Mehran Aminian

CoRR, 2024

3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.

Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Guatam Biswas

CoRR, 2024

Monocular Microscope to CT Registration using Pose Estimation of the Incus for Augmented Reality Cochlear Implant Surgery.

Yike Zhang, Eduardo Davalos, Dingjie Su, Ange Lou, Jack H. Noble

CoRR, 2024

3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.

Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Gautam Biswas

Proceedings of the Companion Proceedings of the 26th International Conference on Multimodal Interaction, 2024

Designing an AI-Enhanced Timeline for Monitoring Multimodal Interactions in Embodied Learning Environments.

Joyce Horn Fonteles, Namrata Srivastava, Eduardo Davalos, Ashwin T. S., Gautam Biswas

Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024

GazeViz: A Web-Based Approach for Visualizing Learner Gaze Patterns in Online Educational Environment.

Eduardo Davalos, Namrata Srivastava, Yike Zhang, Amanda Goodwin, Gautam Biswas

Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024

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

Joyce Horn Fonteles, Eduardo Davalos, T. S. Ashwin, Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua A. Danish, Noel Enyedy, Gautam Biswas

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023

Identifying Gaze Behavior Evolution via Temporal Fully-Weighted Scanpath Graphs.

Eduardo Davalos, Caleb Vatral, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas, Naveeduddin Mohammed, Madison Lee, Daniel T. Levin

Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

ChimeraPy: A Scientific Distributed Streaming Framework for Real-time Multimodal Data Retrieval and Processing.

Eduardo Davalos, Umesh Timalsina, Yike Zhang, Jiayi Wu, Joyce Horn Fonteles, Gautam Biswas

Proceedings of the IEEE International Conference on Big Data, 2023

Prediction of Students' Self-confidence Using Multimodal Features in an Experiential Nurse Training Environment.

Caleb Vatral, Madison Lee, Clayton Cohn, Eduardo Davalos, Daniel T. Levin, Gautam Biswas

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

2022

Using the DiCoT framework for integrated multimodal analysis in mixed-reality training environments.

Caleb Vatral, Gautam Biswas, Clayton Cohn, Eduardo Davalos, Naveeduddin Mohammed

Frontiers Artif. Intell., 2022

Adaptive Scaffolding to Support Strategic Learning in an Open-Ended Learning Environment.

Anabil Munshi, Gautam Biswas, Eduardo Davalos, Olivia Logan, Gayathri Narasimham, Marian Rushdy

Proceedings of the Proceeding of the 30th International Conference on Computers in Education, 2022