Matthew Korban

21 papers Journal 12Unranked 9
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 — conf
Investigating Racial and Skin Tone Biases in Automated Classification of Teachers' Activities in Classroom Videos.
AIED (3)
James Drimalla, Matthew Korban, Jonathan K. Foster
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
Semantics-enhanced early action detection using dynamic dilated convolution.
Pattern Recognit.
Matthew Korban, Xin Li
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
2022 J jnl
A Survey on Applications of Digital Human Avatars toward Virtual Co-presence.
CoRR
Matthew Korban, Xin Li
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
DDGCN: A Dynamic Directed Graph Convolutional Network for Action Recognition.
ECCV (20)
Matthew Korban, Xin Li
2019 — conf
3D Human Body Inpainting using Intrinsic Statistical Shape Models.
ICCSE
Matthew Korban, Xin Li, Kehua Miao, Yimin Zhu