Scholar
Louis-Philippe Morency
Google Scholar ID: APgaFK0AAAAJ
Associate professor, Carnegie Mellon University
Citations & Impact
Citations
43,037
H-index
77
i10-index
239
Publications
20
Co-authors
53
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Published survey paper 'Multimodal Machine Learning: A Survey and Taxonomy' in IEEE TPAMI (2019)
- Multiple papers in top venues including CVPR, ICLR, ACL, e.g., 'Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph' (CVPR 2019)
- Introduced Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence (CVPR 2019)
- Developed CMU-MOSEI dataset and Interpretable Dynamic Fusion Graph (ACL 2018)
- Proposed Multimodal Transformer, Factorized Multimodal Representations, and Efficient Low-rank Multimodal Fusion
Background
- Leonardo Associate Professor of Computer Science at the Language Technology Institute, Carnegie Mellon University
- Director of the Multimodal Communication and Machine Learning Laboratory (MultiComp Lab)
- Research focuses on computational foundations enabling computers to analyze, recognize, and predict subtle human communicative behaviors in social interactions
- Core technical challenge: multimodal machine learning—mathematical foundations for heterogeneous multimodal data and inter-modality contingencies
- Interdisciplinary research spanning multimodal interaction, social psychology, computer vision, machine learning, and AI
- Applications in medicine, robotics, and education
