Jacob Whitehill

89 papers A* 4A 4B 27C 1Misc 4Journal 32Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Survey of end-to-end multi-speaker automatic speech recognition for monaural audio. Comput. Speech Lang. Xinlu He, Jacob Whitehill
2025	J	`jnl`	Improving Named Entity Transcription with Contextual LLM-based Revision. CoRR Viet Anh Trinh, Xinlu He, Jacob Whitehill
2025	J	`jnl`	Interactive Real-Time Speaker Diarization Correction with Human Feedback. CoRR Xinlu He, Yiwen Guan, Badrivishal Paurana, Zilin Dai, Jacob Whitehill
2025	J	`jnl`	MLLM-based Speech Recognition: When and How is Multimodality Beneficial? CoRR Yiwen Guan, Viet Anh Trinh, Vivek Voleti, Jacob Whitehill
2025	A	`conf`	Multi-modal Speech Transformer Decoders: When Do Multiple Modalities Improve Accuracy? ICME Yiwen Guan, Viet Anh Trinh, Vivek Voleti, Jacob Whitehill
2025	J	`jnl`	Survey of End-to-End Multi-Speaker Automatic Speech Recognition for Monaural Audio. CoRR Xinlu He, Jacob Whitehill
2025	J	`jnl`	The CHASM-SWPC Dataset for Coronal Hole Detection & Analysis. CoRR Cutter Beck, Evan Smith, Khagendra Katuwal, Rudra Kafle, Jacob Whitehill
2025	J	`jnl`	Transformer-Encoder Trees for Efficient Multilingual Machine Translation and Speech Translation. CoRR Yiwen Guan, Jacob Whitehill
2024	Misc	`conf`	Automatic Speech Recognition Tuned for Child Speech in the Classroom. ICASSP Rosy Southwell, Wayne H. Ward, Viet Anh Trinh, Charis Clevenger, Clay Clevenger, Emily Watts, Jason G. Reitman, Sidney D'Mello, Jacob Whitehill
2024	J	`jnl`	Discrete Multimodal Transformers with a Pretrained Large Language Model for Mixed-Supervision Speech Processing. CoRR Viet Anh Trinh, Rosy Southwell, Yiwen Guan, Xinlu He, Zhiyong Wang, Jacob Whitehill
2024	J	`jnl`	From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student-AI Teaming (iSAT). AI Mag. Sidney K. D'Mello, Quentin Biddy, Thomas Breideband, Jeffrey Bush, Michael Alan Chang, Arturo Cortez, Jeffrey Flanigan, Peter W. Foltz, Jamie C. Gorman, Leanne M. Hirshfield, Monlin Monica Ko, Nikhil Krishnaswamy, Rachel Lieber, James H. Martin, Martha Palmer, William R. Penuel, Thomas M. Philip, Sadhana Puntambekar, James Pustejovsky, Jason G. Reitman, Tamara Sumner, Michael Tissenbaum, Lyn Walker, Jacob Whitehill
2024	J	`jnl`	Multi-modal Speech Transformer Decoders: When Do Multiple Modalities Improve Accuracy? CoRR Yiwen Guan, Viet Anh Trinh, Vivek Voleti, Jacob Whitehill
2024	B	`conf`	Speaker Diarization in the Classroom: How Much Does Each Student Speak in Group Discussions? EDM Jiani Wang, Shiran Dudy, Xinlu He, Zhiyong Wang, Rosy Southwell, Jacob Whitehill
2024	B	`conf`	Tracking Classroom Movement Patterns with Person Re-ID. EDM Xinlu He, Jiani Wang, Viet Anh Trinh, Andrew A. McReynolds, Jacob Whitehill
2023	J	`jnl`	Automated Evaluation of Classroom Instructional Support with LLMs and BoWs: Connecting Global Predictions to Specific Feedback. CoRR Jacob Whitehill, Jennifer LoCasale-Crouch
2023	J	`jnl`	Compositional clustering: Applications to multi-label object recognition and speaker identification. Pattern Recognit. Zeqian Li, Xinlu He, Jacob Whitehill
2023	B	`conf`	In Search of Negative Moments: Multi-Modal Analysis of Teacher Negativity in Classroom Observation Videos. EDM Zilin Dai, Andrew A. McReynolds, Jacob Whitehill
2023	J	`jnl`	Toward Automated Classroom Observation: Multimodal Machine Learning to Estimate CLASS Positive Climate and Negative Climate. IEEE Trans. Affect. Comput. Anand Ramakrishnan, Brian Zylich, Erin Ottmar, Jennifer LoCasale-Crouch, Jacob Whitehill
2022	—	`conf`	Can the Mathematical Correctness of Object Configurations Affect the Accuracy of Their Perception? CVPR Workshops Han Jiang, Zeqian Li, Jacob Whitehill
2022	—	`conf`	How to Give Imperfect Automated Guidance to Learners: A Case-Study in Workplace Learning. AIED (1) Jacob Whitehill, Amitai Erfanian
2022	—	`conf`	Interdisciplinary Approaches to Getting AI Experts and Education Stakeholders Talking. AIED (2) Rachel Dickler, Shiran Dudy, Areej Mawasi, Jacob Whitehill, Alayne Benson, Amy Corbitt
2021	—	`conf`	Affective Teacher Tools: Affective Class Report Card and Dashboard. AIED (1) Ankit Gupta, Neeraj Menon, William Lee, William Rebelsky, Danielle Allessio, Tom Murray, Beverly P. Woolf, Jacob Whitehill, Ivon Arroyo
2021	J	`jnl`	Compositional Affinity Propagation: When Clusters Have Compositional Structure. CoRR Jacob Whitehill, Zeqian Li
2021	Misc	`conf`	Compositional Embedding Models for Speaker Identification and Diarization with Simultaneous Speech From 2+ Speakers. ICASSP Zeqian Li, Jacob Whitehill
2021	A	`conf`	Compositional Embeddings for Multi-Label One-Shot Learning. WACV Zeqian Li, Michael Mozer, Jacob Whitehill
2021	J	`jnl`	Harnessing Geometric Constraints from Auxiliary Labels to Improve Embedding Functions for One-Shot Learning. CoRR Anand Ramakrishnan, Minh Pham, Jacob Whitehill
2021	A	`conf`	Learning to Work in a Materials Recovery Facility: Can Humans and Machines Learn from Each Other? LAK Harrison Kyriacou, Anand Ramakrishnan, Jacob Whitehill
2021	B	`conf`	Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. FG Nataniel Ruiz, Hao Yu, Danielle Allessio, Mona Jalal, Ajjen Joshi, Thomas J. Murray, John J. Magee, Jacob Whitehill, Vitaly Ablavsky, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke
2021	—	`conf`	Measuring the Effect of ITS Feedback Messages on Students' Emotions. MAIED@AIED Han Jiang, Zewelanji Serpell, Jacob Whitehill
2021	B	`conf`	Text Representations of Math Tutorial Videos forClustering, Retrieval, and Learning Gain Prediction. EDM Pichayut Liamthong, Jacob Whitehill
2020	J	`jnl`	Compositional Embeddings for Multi-Label One-Shot Learning. CoRR Zeqian Li, Michael C. Mozer, Jacob Whitehill
2020	J	`jnl`	Compositional embedding models for speaker identification and diarization with simultaneous speech from 2+ speakers. CoRR Zeqian Li, Jacob Whitehill
2020	A	`conf`	How Does Label Noise Affect the Quality of Speaker Embeddings? INTERSPEECH Minh Pham, Zeqian Li, Jacob Whitehill
2020	J	`jnl`	Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. CoRR Nataniel Ruiz, Mona Jalal, Vitaly Ablavsky, Danielle Allessio, John J. Magee, Jacob Whitehill, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke
2020	Misc	`conf`	Noise-Robust Key-Phrase Detectors for Automated Classroom Feedback. ICASSP Brian Zylich, Jacob Whitehill
2020	B	`ed.`	Proceedings of the 13th International Conference on Educational Data Mining, EDM 2020, Fully virtual conference, July 10-13, 2020 EDM Anna N. Rafferty, Jacob Whitehill, Cristóbal Romero, Violetta Cavalli-Sforza
2020	Misc	`conf`	Toward Better Speaker Embeddings: Automated Collection of Speech Samples From Unknown Distinct Speakers. ICASSP Minh Pham, Zeqian Li, Jacob Whitehill
2019	B	`conf`	Affect-driven Learning Outcomes Prediction in Intelligent Tutoring Systems. FG Ajjen Joshi, Danielle Allessio, John J. Magee, Jacob Whitehill, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke
2019	A*	`conf`	Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth. ICML Jacob Whitehill, Anand Ramakrishnan
2019	C	`conf`	Deep Learning with Domain Randomization for Optimal Filtering. ICMLA Matthew L. Weiss, Randy C. Paffenroth, Jacob Whitehill, Joshua R. Uzarski
2019	B	`conf`	Do Learners Know What's Good for Them? Crowdsourcing Subjective Ratings of OERs to Predict Learning Gains. EDM Jacob Whitehill, Cecilia Aguerrebere, Benjamin Hylak
2019	A*	`conf`	How Does Knowledge of the AUC Constrain the Set of Possible Ground-Truth Labelings? AAAI Jacob Whitehill
2019	B	`conf`	How Should Online Teachers of English as a Foreign Language (EFL) Write Feedback to Students? EDM Cecilia Aguerrebere, Monica Bulger, Cristóbal Cobo, Sofía García, Gabriela Kaplan, Jacob Whitehill
2019	B	`conf`	Measuring students' thermal comfort and its impact on learning. EDM Han Jiang, Matthew Iandoli, Steven Van Dessel, Shichao Liu, Jacob Whitehill
2019	—	`conf`	Privacy-Preserving Annotation of Face Images Through Attribute-Preserving Face Synthesis. CVPR Workshops Sola S. Shirai, Jacob Whitehill
2019	B	`conf`	Toward Automated Classroom Observation: Predicting Positive and Negative Climate. FG Anand Ramakrishnan, Erin Ottmar, Jennifer LoCasale-Crouch, Jacob Whitehill
2018	J	`jnl`	Approximately Optimal Teaching of Approximately Optimal Learners. IEEE Trans. Learn. Technol. Jacob Whitehill, Javier R. Movellan
2018	J	`jnl`	Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth. CoRR Jacob Whitehill
2018	—	`conf`	Climbing the Kaggle Leaderboard by Exploiting the Log-Loss Oracle. AAAI Workshops Jacob Whitehill
2018	B	`conf`	Estimating the Treatment Effect of New Device Deployment on Uruguayan Students' Online Learning Activity. EDM Cecilia Aguerrebere, Cristobal Cobo, Jacob Whitehill
2018	B	`conf`	Harnessing Label Uncertainty to Improve Modeling: An Application to Student Engagement Recognition. FG Arkar Min Aung, Jacob Whitehill
2018	B	`conf`	Permutation-Invariant Consensus over Crowdsourced Labels. HCOMP Michael Giancola, Randy C. Paffenroth, Jacob Whitehill
2018	B	`conf`	Predicting When Teachers Look at Their Students in 1-on-1 Tutoring Sessions. FG Han Jiang, Karmen Dykstra, Jacob Whitehill
2018	B	`conf`	Who are they looking at? Automatic Eye Gaze Following for Classroom Observation Video Analysis. EDM Arkar Min Aung, Anand Ramakrishnan, Jacob Whitehill
2017	B	`conf`	A Crowdsourcing Approach to Collecting Tutorial Videos - Toward Personalized Learning-at-Scale. L@S Jacob Whitehill, Margo I. Seltzer
2017	J	`jnl`	Climbing the Kaggle Leaderboard by Exploiting the Log-Loss Oracle. CoRR Jacob Whitehill
2017	J	`jnl`	Delving Deeper into MOOC Student Dropout Prediction. CoRR Jacob Whitehill, Kiran Mohan, Daniel T. Seaton, Yigal Rosen, Dustin Tingley
2017	B	`conf`	Getting to Know English Language Learners in MOOCs: Their Motivations, Behaviors, and Outcomes. L@S Selen Türkay, Hadas Eidelman, Yigal Rosen, Daniel T. Seaton, Glenn Lopez, Jacob Whitehill
2017	J	`jnl`	How Does Knowledge of the AUC Constrain the Set of Possible Ground-truth Labelings? CoRR Jacob Whitehill
2017	B	`conf`	MOOC Dropout Prediction: How to Measure Accuracy? L@S Jacob Whitehill, Kiran Mohan, Daniel T. Seaton, Yigal Rosen, Dustin Tingley
2016	J	`jnl`	A Crowdsourcing Approach to Collecting 399 Tutorial Videos on Logarithms. CoRR Jacob Whitehill, Margo I. Seltzer
2016	A*	`conf`	Exploiting an Oracle That Reports AUC Scores in Machine Learning Contests. AAAI Jacob Whitehill
2015	B	`conf`	Beyond Prediction: Towards Automatic Intervention in MOOC Student Stop-out. EDM Jacob Whitehill, Joseph Jay Williams, Glenn Lopez, Cody A. Coleman, Justin Reich
2015	J	`jnl`	Beyond Time-on-Task: The Relationship Between Spaced Study and Certification in MOOCs. J. Learn. Anal. Yohsuke Roy Miyamoto, Cody A. Coleman, Joseph Jay Williams, Jacob Whitehill, Sergiy O. Nesterko, Justin Reich
2015	—	`conf`	Connecting Collaborative & Crowd Work with Online Education. CSCW Companion Joseph Jay Williams, Markus Krause, Praveen K. Paritosh, Jacob Whitehill, Justin Reich, Juho Kim, Piotr Mitros, Neil T. Heffernan, Brian C. Keegan
2015	J	`jnl`	Exploiting an Oracle that Reports AUC/2AFC Scores in Machine Learning Contests. CoRR Jacob Whitehill
2014	J	`jnl`	The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions. IEEE Trans. Affect. Comput. Jacob Whitehill, Zewelanji Serpell, Yi-Ching Lin, Aysha Foster, Javier R. Movellan
2013	J	`jnl`	Understanding ACT-R - an Outsider's Perspective. CoRR Jacob Whitehill
2012	—	`—`	A stochastic optimal control perspective on affect- sensitive teaching. Jacob Whitehill
2012	—	`conf`	Characterizing the temporal dynamics of student-teacher discourse. ICDL-EPIROB Linda P. Salamanca, Amber R. Carini, Monique A. Lee, Karmen Dykstra, Jacob Whitehill, Daniel Angus, Janet Wiles, Judy Reilly, Marian Stewart Bartlett
2012	A*	`conf`	Discriminately decreasing discriminability with learned image filters. CVPR Jacob Whitehill, Javier R. Movellan
2012	—	`conf`	Modeling one-on-one tutoring sessions. ICDL-EPIROB Karmen Dykstra, Jacob Whitehill, Linda P. Salamanca, Monique A. Lee, Amber R. Carini, Judy Reilly, Marni Stewart Bartlett
2012	J	`jnl`	Multilayer Architectures for Facial Action Unit Recognition. IEEE Trans. Syst. Man Cybern. Part B Tingfan Wu, Nicholas J. Butko, Paul Ruvolo, Jacob Whitehill, Marian Stewart Bartlett, Javier R. Movellan
2012	—	`conf`	Using recurrence plots to visualize the temporal dynamics of tutor/student interactions. ICDL-EPIROB Samuel A. Brian, Linda P. Salamanca, Jacob Whitehill, Judy Reilly, Marian Stewart Bartlett, Daniel Angus, Janet Wiles
2011	B	`conf`	Action unit recognition transfer across datasets. FG Tingfan Wu, Nicholas J. Butko, Paul Ruvolo, Jacob Whitehill, Marian Stewart Bartlett, Javier R. Movellan
2011	J	`jnl`	Discriminately Decreasing Discriminability with Learned Image Filters CoRR Jacob Whitehill, Javier R. Movellan
2011	B	`conf`	The computer expression recognition toolbox (CERT). FG Gwen Littlewort, Jacob Whitehill, Tingfan Wu, Ian R. Fasel, Mark G. Frank, Javier R. Movellan, Marian Stewart Bartlett
2011	B	`conf`	The motion in emotion - A CERT based approach to the FERA emotion challenge. FG Gwen Littlewort, Jacob Whitehill, Tingfan Wu, Nicholas J. Butko, Paul Ruvolo, Javier R. Movellan, Marian Stewart Bartlett
2011	—	`conf`	Towards an Optimal Affect-Sensitive Instructional System of cognitive skills. CVPR Workshops Jacob Whitehill, Zewelanji Serpell, Aysha Foster, Yi-Ching Lin, B. Pearson, Marian Stewart Bartlett, Javier R. Movellan
2010	J	`jnl`	Monocular head pose estimation using generalized adaptive view-based appearance model. Image Vis. Comput. Louis-Philippe Morency, Jacob Whitehill, Javier R. Movellan
2009	J	`jnl`	Toward Practical Smile Detection. IEEE Trans. Pattern Anal. Mach. Intell. Jacob Whitehill, Gwen Littlewort, Ian R. Fasel, Marian Stewart Bartlett, Javier R. Movellan
2009	—	`conf`	Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise. NIPS Jacob Whitehill, Paul Ruvolo, Tingfan Wu, Jacob Bergsma, Javier R. Movellan
2008	B	`conf`	A discriminative approach to frame-by-frame head pose tracking. FG Jacob Whitehill, Javier R. Movellan
2008	—	`conf`	Automatic facial expression recognition for intelligent tutoring systems. CVPR Workshops Jacob Whitehill, Marian Stewart Bartlett, Javier R. Movellan
2008	B	`conf`	Generalized adaptive view-based appearance model: Integrated framework for monocular head pose estimation. FG Louis-Philippe Morency, Jacob Whitehill, Javier R. Movellan
2008	B	`conf`	Measuring the Perceived Difficulty of a Lecture Using Automatic Facial Expression Recognition. Intelligent Tutoring Systems Jacob Whitehill, Marian Stewart Bartlett, Javier R. Movellan
2008	B	`conf`	Personalized facial attractiveness prediction. FG Jacob Whitehill, Javier R. Movellan
2006	—	`conf`	Haar Features for FACS AU Recognition. FGR Jacob Whitehill, Christian W. Omlin
2006	—	`conf`	Local versus Global Segmentation for Facial Expression Recognition. FGR Jacob Whitehill, Christian W. Omlin