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Louis-Philippe Morency

Louis-Philippe Morency

D-Index & Metrics

Computer Science

D-Index
89
Citations
39520
World Ranking
638
National Ranking
340

Overview

Louis-Philippe Morency is affiliated with Carnegie Mellon University in the United States and specializes in the field of Computer Science, with a focus on Artificial Intelligence. Their research portfolio includes work in several subfields such as Computer Vision and Pattern Recognition, Experimental and Cognitive Psychology, Signal Processing, and Social Psychology.

The scientist's research covers a broad set of topics, including:

  • Multimodal Machine Learning Applications
  • Topic Modeling
  • Domain Adaptation and Few-Shot Learning
  • Natural Language Processing Techniques
  • Speech and Dialogue Systems
  • Sentiment Analysis and Opinion Mining
  • Music and Audio Processing

Recent papers authored or coauthored by Morency include:

  • Think Locally, Act Globally: Federated Learning with Local and Global Representations, 2020, arXiv (Cornell University)
  • Towards Understanding and Mitigating Social Biases in Language Models, 2021, arXiv (Cornell University)
  • Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions, 2024, ACM Computing Surveys
  • Humor Knowledge Enriched Transformer for Understanding Multimodal Humor, 2021, Proceedings of the AAAI Conference on Artificial Intelligence

Morency frequently collaborates with a number of researchers, including:

  • Paul Pu Liang
  • Ruslan Salakhutdinov
  • Amir Zadeh
  • Yao-Hung Hubert Tsai
  • Jeffrey F. Cohn

The scientist has published extensively in venues such as:

  • arXiv (Cornell University)
  • INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION
  • Lecture Notes in Computer Science
  • Journal of Vision
  • ACM Computing Surveys

In addition to journal and conference publications, Morency has contributed to book publications. One notable work includes editing proceedings for the 1st International Workshop on Socially Intelligent human-like Virtual Agents (SIVA 2023), published by the Centre National de la Recherche Scientifique.

Best Publications

  • Multimodal Machine Learning: A Survey and Taxonomy

    Tadas Baltrusaitis;Chaitanya Ahuja;Louis-Philippe Morency

  • OpenFace: An open source facial behavior analysis toolkit

    Tadas Baltrusaitis;Peter Robinson;Louis-Philippe Morency

  • OpenFace 2.0: Facial Behavior Analysis Toolkit

    Tadas Baltrusaitis;Amir Zadeh;Yao Chong Lim;Louis-Philippe Morency

  • Tensor Fusion Network for Multimodal Sentiment Analysis

    Amir Zadeh;Minghai Chen;Soujanya Poria;Erik Cambria

  • Hidden Conditional Random Fields

    A. Quattoni;S. Wang;L.-P. Morency;M. Collins

  • Multimodal Transformer for Unaligned Multimodal Language Sequences

    Yao-Hung Hubert Tsai;Shaojie Bai;Paul Pu Liang;J. Zico Kolter;J. Zico Kolter

  • Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph

    AmirAli Bagher Zadeh;Paul Pu Liang;Soujanya Poria;Erik Cambria

  • Efficient Low-rank Multimodal Fusion With Modality-Specific Factors

    Zhun Liu;Ying Shen;Varun Bharadhwaj Lakshminarasimhan;Paul Pu Liang

  • It's only a computer

    Gale M. Lucas;Jonathan Gratch;Aisha King;Louis-Philippe Morency

  • Context-Dependent Sentiment Analysis in User-Generated Videos.

    Soujanya Poria;Erik Cambria;Devamanyu Hazarika;Navonil Majumder

  • Memory Fusion Network for Multi-view Sequential Learning

    Amir Zadeh;Paul Pu Liang;Navonil Mazumder;Soujanya Poria

  • Hidden Conditional Random Fields for Gesture Recognition

    Sy Bor Wang;A. Quattoni;L.-P. Morency;D. Demirdjian

  • Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages

    Amir Zadeh;Rowan Zellers;Eli Pincus;Louis-Philippe Morency

  • SimSensei kiosk: a virtual human interviewer for healthcare decision support

    David DeVault;Ron Artstein;Grace Benn;Teresa Dey

  • Integrating Multimodal Information in Large Pretrained Transformers.

    Wasifur Rahman;Kamrul Hasan;Sangwu Lee;AmirAli Bagher Zadeh

  • Latent-Dynamic Discriminative Models for Continuous Gesture Recognition

    L.-P. Morency;A. Quattoni;T. Darrell

  • Towards multimodal sentiment analysis: harvesting opinions from the web

    Louis-Philippe Morency;Rada Mihalcea;Payal Doshi

  • Constrained Local Neural Fields for Robust Facial Landmark Detection in the Wild

    Tadas Baltrusaitis;Peter Robinson;Louis-Philippe Morency

  • Multi-attention Recurrent Network for Human Communication Comprehension.

    Amir Zadeh;Paul Pu Liang;Soujanya Poria;Prateek Vij

  • Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors.

    Yansen Wang;Ying Shen;Zhun Liu;Paul Pu Liang

  • The Distress Analysis Interview Corpus of human and computer interviews

    Jonathan Gratch;Ron Artstein;Gale Lucas;Giota stratou

  • Think Locally, Act Globally: Federated Learning with Local and Global Representations

    Paul Pu Liang;Terrance Liu;Liu Ziyin;Ruslan Salakhutdinov

Frequent Co-Authors

Tadas Baltrusaitis
Tadas Baltrusaitis Microsoft (United States)
Jonathan Gratch
Jonathan Gratch University of Southern California
Trevor Darrell
Trevor Darrell University of California, Berkeley
Ruslan Salakhutdinov
Ruslan Salakhutdinov Carnegie Mellon University
Albert Rizzo
Albert Rizzo University of Southern California
Soujanya Poria
Soujanya Poria Nanyang Technological University
David Traum
David Traum University of Southern California
Stacy Marsella
Stacy Marsella Northeastern University
Erik Cambria
Erik Cambria Nanyang Technological University

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