Louis-Philippe Morency
Leonardo Associate Professor of Computer Science
Studies multimodal machine learning for understanding human communication across language, vision and acoustic behavior.
Louis-Philippe Morency's lab at CMU works on signal processing & information theory, vision-language & multimodal and multimodal & grounded language. 15 papers since 2023, 7 at top venues, mostly ICMI and ACL. 8 PhD students and 3 master's students. 55 alumni. Applications close .
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 47%
- PhD students
- 8
- MS students
- 3
- alumni listed
- 55
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 0 papers2025 · T1 0
- 0 papers2024 · T1 0
- 15 papers2023 · T1 7
T1 venuesOtherVenues: ICMI, ACL, ICCV, NeurIPS, CVPR
Research focuspaper titles that use each topic's words
- Vision-language & multimodal8 papers
- Multimodal & grounded language8 papers
- Signal processing & information theory1 paper
- acoustic0 papers
- multimodal machine0 papers
Paper list
From the lab homepage.
202315 papers
- ICCV (T1)Continual Learning for Personalized Co-speech Gesture Generation
- ACL (T1)Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment
- ICMIExpanding the Role of Affective Phenomena in Multimodal Interaction Research
- FGFace-to-Face Contrastive Learning for Social Intelligence Question-Answering
- NeurIPS (T1)Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
- —ICLR 2023
- ACL (T1)Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions
- ICMIMultimodal Fusion Interactions: A Study of Human and Automatic Quantification
- ICCV (T1)Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides
- Findings of ACLNano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control
- Proceedings of theNeural Mixed Effects for Nonlinear Personalized Predictions
- NeurIPS (T1)Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
Where alumni went55 listed
Apply to CMUFall 2027
CMU SCS Computer Science PhD
- Round
- Single round
- Opens
- GRE
- See program page
- English
- TOEFL / IELTS / Duolingo (F-1/J-1 non-native speakers)
- Fee
- USD 100 (USD 80 by early deadline)
Confirmed on the program page.
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- Papers
- The lab homepage
- Members
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- Lab homepage
Tiers are venue classifications, not lab rankings.
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