Jacob Whitehill
Orcid: 0000-0002-5851-312X
According to our database1,
Jacob Whitehill
authored at least 75 papers
between 2006 and 2024.
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Bibliography
2024
Multi-modal Speech Transformer Decoders: When Do Multiple Modalities Improve Accuracy?
CoRR, 2024
Discrete Multimodal Transformers with a Pretrained Large Language Model for Mixed-Supervision Speech Processing.
CoRR, 2024
From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student-AI Teaming (iSAT).
AI Mag., 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Speaker Diarization in the Classroom: How Much Does Each Student Speak in Group Discussions?
Proceedings of the 17th International Conference on Educational Data Mining, 2024
Proceedings of the 17th International Conference on Educational Data Mining, 2024
2023
Compositional clustering: Applications to multi-label object recognition and speaker identification.
Pattern Recognit., December, 2023
Toward Automated Classroom Observation: Multimodal Machine Learning to Estimate CLASS Positive Climate and Negative Climate.
IEEE Trans. Affect. Comput., 2023
Automated Evaluation of Classroom Instructional Support with LLMs and BoWs: Connecting Global Predictions to Specific Feedback.
CoRR, 2023
In Search of Negative Moments: Multi-Modal Analysis of Teacher Negativity in Classroom Observation Videos.
Proceedings of the 16th International Conference on Educational Data Mining, 2023
2022
Can the Mathematical Correctness of Object Configurations Affect the Accuracy of Their Perception?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
How to Give Imperfect Automated Guidance to Learners: A Case-Study in Workplace Learning.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022
Interdisciplinary Approaches to Getting AI Experts and Education Stakeholders Talking.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022
2021
CoRR, 2021
Harnessing Geometric Constraints from Auxiliary Labels to Improve Embedding Functions for One-Shot Learning.
CoRR, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Learning to Work in a Materials Recovery Facility: Can Humans and Machines Learn from Each Other?
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021
Compositional Embedding Models for Speaker Identification and Diarization with Simultaneous Speech From 2+ Speakers.
Proceedings of the IEEE International Conference on Acoustics, 2021
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021
Text Representations of Math Tutorial Videos forClustering, Retrieval, and Learning Gain Prediction.
Proceedings of the 14th International Conference on Educational Data Mining, 2021
Proceedings of the First International Workshop on Multimodal Artificial Intelligence in Education (MAIED 2021) At the 22nd International Conference on Artificial Intelligence in Education (AIED 2021), 2021
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021
2020
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System.
CoRR, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Toward Better Speaker Embeddings: Automated Collection of Speech Samples From Unknown Distinct Speakers.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Do Learners Know What's Good for Them? Crowdsourcing Subjective Ratings of OERs to Predict Learning Gains.
Proceedings of the 12th International Conference on Educational Data Mining, 2019
Proceedings of the 12th International Conference on Educational Data Mining, 2019
How Should Online Teachers of English as a Foreign Language (EFL) Write Feedback to Students?
Proceedings of the 12th International Conference on Educational Data Mining, 2019
Privacy-Preserving Annotation of Face Images Through Attribute-Preserving Face Synthesis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Learn. Technol., 2018
Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth.
CoRR, 2018
Proceedings of the Sixth AAAI Conference on Human Computation and Crowdsourcing, 2018
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
Harnessing Label Uncertainty to Improve Modeling: An Application to Student Engagement Recognition.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
Who are they looking at? Automatic Eye Gaze Following for Classroom Observation Video Analysis.
Proceedings of the 11th International Conference on Educational Data Mining, 2018
Estimating the Treatment Effect of New Device Deployment on Uruguayan Students' Online Learning Activity.
Proceedings of the 11th International Conference on Educational Data Mining, 2018
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
A Crowdsourcing Approach to Collecting Tutorial Videos - Toward Personalized Learning-at-Scale.
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017
Getting to Know English Language Learners in MOOCs: Their Motivations, Behaviors, and Outcomes.
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017
2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Beyond Time-on-Task: The Relationship Between Spaced Study and Certification in MOOCs.
J. Learn. Anal., December, 2015
CoRR, 2015
Proceedings of the 8th International Conference on Educational Data Mining, 2015
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015
2014
The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions.
IEEE Trans. Affect. Comput., 2014
2013
2012
PhD thesis, 2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Using recurrence plots to visualize the temporal dynamics of tutor/student interactions.
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Monocular head pose estimation using generalized adaptive view-based appearance model.
Image Vis. Comput., 2010
2009
Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2008
Measuring the Perceived Difficulty of a Lecture Using Automatic Facial Expression Recognition.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Generalized adaptive view-based appearance model: Integrated framework for monocular head pose estimation.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2006
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006