Peter A. Youngs

19 papers Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
RL-GTN: A reinforced divergence-optimized graph transformer network for skeleton-based action recognition.
Pattern Recognit.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2025 J jnl
A dynamic predictive transformer with temporal relevance regression for action detection.
Pattern Recognit.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2025 J jnl
Causal State Space Model for Video Understanding.
IEEE Signal Process. Lett.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2025 J jnl
Exploring Automated Recognition of Instructional Activity and Discourse from Multimodal Classroom Data.
CoRR
Ivo Bueno, Ruikun Hou, Babette Bühler, Tim Fütterer, James Drimalla, Jonathan K. Foster, Peter A. Youngs, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
2025 — conf
FABLE: Florence-2-Assisted Behavioral Learning and Embedding for Multilabel Action Recognition.
IEEECONF
Jonathan McGee, Soumee Guha, Lisa S. Berlizova, Peter A. Youngs, Scott T. Acton
2025 — conf
Multi-Modal Transformer Network for Classroom Instruction Analysis.
IEEECONF
Matthew Korban, Chongyu He, Peter A. Youngs, Scott T. Acton
2025 — conf
Semanticbox: Bounding Box-Guided Caption Enhanced Action Recognition for Instructional Videos.
ICIPW
Jonathan McGee, Chongyu He, Peter A. Youngs, Scott T. Acton, Matthew Korban
2024 J jnl
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection.
CoRR
Matthew Korban, Peter A. Youngs, Scott T. Acton
2024 J jnl
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2024 J jnl
Automatic classification of activities in classroom videos.
Comput. Educ. Artif. Intell.
Jonathan K. Foster, Matthew Korban, Peter A. Youngs, Ginger S. Watson, Scott T. Acton
2024 — conf
Instructional Activity Recognition Using A Transformer Network with Multi-Semantic Attention.
SSIAI
Matthew Korban, Scott T. Acton, Peter A. Youngs, Jonathan K. Foster
2024 — conf
Student Engagement Assessment in Classrooms Using a Novel 3D Eye-Gaze Estimation and Evaluation Algorithm.
IEEECONF
Matthew Korban, Jonathan McGee, Peter A. Youngs, Scott T. Acton
2023 J jnl
A Multi-Modal Transformer Network for Action Detection.
CoRR
Matthew Korban, Scott T. Acton, Peter A. Youngs
2023 J jnl
A Multi-Modal Transformer network for action detection.
Pattern Recognit.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2023 — conf
Instructional Activity Detection Using Deep Neural Networks.
DSP
Matthew Korban, Peter A. Youngs, Scott T. Acton
2023 J jnl
TAA-GCN: A Temporally Aware Adaptive Graph Convolutional Network for Age Estimation.
CoRR
Matthew Korban, Peter A. Youngs, Scott T. Acton
2023 J jnl
TAA-GCN: A temporally aware Adaptive Graph Convolutional Network for age estimation.
Pattern Recognit.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2021 — conf
AI-Assisted Activity Detection in K-6 Classroom Environments: A Preliminary Framework to Assist in Pedagogical Performance Evaluation.
ACSCC
Matthew Korban, Samarth Singh, Peter A. Youngs, Ginger S. Watson, Scott T. Acton
2020 — conf
A Neural Network Approach to Automated Classification of Elementary Mathematics Instructional Activities.
SSIAI
Samarth Singh, Ginger S. Watson, Peter A. Youngs, Scott T. Acton