Skip to content

Louis-Philippe Morency

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

220

Venues

31

Active years

2001–2025

Best venue rank

A*

Where they publish

Papers

220 indexed papers, newest first.

YearVenueTitleAuthors
2025EMNLPAligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition.Don (Dong Won) Lee, Hae Won Park, Cynthia Breazeal, Louis-Philippe Morency
2025EMNLPSocial Genome: Grounded Social Reasoning Abilities of Multimodal Models.Leena Mathur, Marian Qian, Paul Pu Liang, Louis-Philippe Morency
2025ICCVAV-Flow: Transforming Text to Audio-Visual Human-Like Interactions.Aggelina Chatziagapi, Louis-Philippe Morency, Hongyu Gong, Michael Zollhfer, Dimitris Samaras, Alexander Richard
2025ICCVONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models.Zifu Wan, Ce Zhang, Silong Yong, Martin Q. Ma, Simon Stepputtis, Louis-Philippe Morency, Deva Ramanan, Katia Sycara, Yaqi Xie
2025ICLRSelf-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models.Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia P. Sycara, Yaqi Xie
2025ICMLIsolated Causal Effects of Natural Language.Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2025WACVComparative Knowledge Distillation.Alex Tianyi Xu, Alex Wilf, Paul Pu Liang, Alexander Obolenskiv, Daniel Fried, Louis-Philippe Morency
2024ACLThink Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities.Alex Wilf, Sihyun Shawn Lee, Paul Pu Liang, Louis-Philippe Morency
2024EMNLPGlobal Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents.Dong Won Lee, Hae Park, Yoon Kim, Cynthia Breazeal, Louis-Philippe Morency
2024EMNLPAdvancing Social Intelligence in AI Agents: Technical Challenges and Open Questions.Leena Mathur, Paul Pu Liang, Louis-Philippe Morency
2024EMNLPMMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts.Haofei Yu, Zhengyang Qi, Lawrence Jang, Russ Salakhutdinov, Louis-Philippe Morency, Paul Pu Liang
2024ICLRMultimodal Learning Without Labeled Multimodal Data: Guarantees and Applications.Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Russ Salakhutdinov
2024ICLRSOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents.Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, Maarten Sap
2024ICMILet's Dance Together! AI Dancers Can Dance to Your Favorite Music and Style.Ryo Ishii, Shin'ichiro Eitoku, Shohei Matsuo, Motohiro Makiguchi, Ayami Hoshi, Louis-Philippe Morency
2024ICMISMURF: Statistical Modality Uniqueness and Redundancy Factorization.Torsten Wrtwein, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency
2024IVAGeSTICS: A Multimodal Corpus for Studying Gesture Synthesis in Two-party Interactions with Contextualized Speech.Gaoussou Youssouf Kebe, Mehmet Deniz Birlikci, Auriane Boudin, Ryo Ishii, Jeffrey M. Girard, Louis-Philippe Morency
2024UAIOptimizing Language Models for Human Preferences is a Causal Inference Problem.Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency
2023ACLSenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations.Victoria Lin, Louis-Philippe Morency
2023ACLNano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control.Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2023ACLCross-modal Attention Congruence Regularization for Vision-Language Relation Alignment.Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2023ACLLanguage Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions.Himanshu Thakur, Atishay Jain, Praneetha Vaddamanu, Paul Pu Liang, Louis-Philippe Morency
2023CHIMultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models.Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
2023CVPRUnderstanding Masked Autoencoders via Hierarchical Latent Variable Models.Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
2023EMNLPText-Transport: Toward Learning Causal Effects of Natural Language.Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2023EMNLPCounterfactual Augmentation for Multimodal Learning Under Presentation Bias.Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma
2023EMNLPDifference-Masking: Choosing What to Mask in Continued Pretraining.Alex Wilf, Syeda Nahida Akter, Leena Mathur, Paul Pu Liang, Sheryl Mathew, Mengrou Shou, Eric Nyberg, Louis-Philippe Morency
2023ICCVContinual Learning for Personalized Co-Speech Gesture Generation.Chaitanya Ahuja, Pratik Joshi, Ryo Ishii, Louis-Philippe Morency
2023ICCVLecture Presentations Multimodal Dataset: Towards Understanding Multimodality in Educational Videos.Dong Won Lee, Chaitanya Ahuja, Paul Pu Liang, Sanika Natu, Louis-Philippe Morency
2023ICLRMultiViz: Towards Visualizing and Understanding Multimodal Models.Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
2023ICMISHAP-based Prediction of Mother's History of Depression to Understand the Influence on Child Behavior.Maneesh Bilalpur, Saurabh Hinduja, Laura A. Cariola, Lisa Sheeber, Nicholas B. Allen, Louis-Philippe Morency, Jeffrey F. Cohn
2023ICMIMultimodal Fusion Interactions: A Study of Human and Automatic Quantification.Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency
2023ICMITutorial on Multimodal Machine Learning: Principles, Challenges, and Open Questions.Paul Pu Liang, Louis-Philippe Morency
2023ICMIExpanding the Role of Affective Phenomena in Multimodal Interaction Research.Leena Mathur, Maja J. Mataric, Louis-Philippe Morency
2023ICMIRepresentation Learning for Interpersonal and Multimodal Behavior Dynamics: A Multiview Extension of Latent Change Score Models.Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jay Fournier, Holly A. Swartz, Jeffrey F. Cohn, Louis-Philippe Morency
2023ICMINeural Mixed Effects for Nonlinear Personalized Predictions.Torsten Wrtwein, Nicholas B. Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency
2022ACIILanguage Use in Mother-Adolescent Dyadic Interaction: Preliminary Results.Laura A. Cariola, Saurabh Hinduja, Maneesh Bilalpur, Lisa B. Sheeber, Nicholas B. Allen, Louis-Philippe Morency, Jeffrey F. Cohn
2022ACLHOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes.Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick
2022AIESDIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations.Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
2022CVPRLow-Resource Adaptation for Personalized Co-Speech Gesture Generation.Chaitanya Ahuja, Dong Won Lee, Louis-Philippe Morency
2022ECCVPACS: A Dataset for Physical Audiovisual CommonSense Reasoning.Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2022EMNLPBeyond Additive Fusion: Learning Non-Additive Multimodal Interactions.Torsten Wrtwein, Lisa Sheeber, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency
2022EMNLPUncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis.Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency
2022ICLRLearning Weakly-supervised Contrastive Representations.Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
2022ICLRConditional Contrastive Learning with Kernel.Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022ICMIWhat is Multimodal?Louis-Philippe Morency
2022ICMIToward Causal Understanding of Therapist-Client Relationships: A Study of Language Modality and Social Entrainment.Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jeffrey F. Cohn, Jay Fournier, Holly Swartz, Louis-Philippe Morency
2021AAAIHumor Knowledge Enriched Transformer for Understanding Multimodal Humor.Md. Kamrul Hasan, Sangwu Lee, Wasifur Rahman, Amir Zadeh, Rada Mihalcea, Louis-Philippe Morency, Ehsan Hoque
2021ACLLearning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data.Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
2021ICLRSelf-supervised Learning from a Multi-view Perspective.Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency
2021ICLRSelf-supervised Representation Learning with Relative Predictive Coding.Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
2021ICMICrossmodal Clustered Contrastive Learning: Grounding of Spoken Language to Gesture.Dong Won Lee, Chaitanya Ahuja, Louis-Philippe Morency
2021ICMIM2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations.Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
2021ICMIBi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis.Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
2021ICMIHuman-Guided Modality Informativeness for Affective States.Torsten Wrtwein, Lisa B. Sheeber, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency
2021ICMLTowards Understanding and Mitigating Social Biases in Language Models.Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
2021IVAMultimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling?Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
2021NAACLStylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer.Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabs Pczos, Ruslan Salakhutdinov, Louis-Philippe Morency
2021NAACLMTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences.Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency
2020AAAIContext-Dependent Models for Predicting and Characterizing Facial Expressiveness.Victoria Lin, Jeffrey M. Girard, Louis-Philippe Morency
2020ACLRefer360$^\circ$: A Referring Expression Recognition Dataset in 360$^\circ$ Images.Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
2020ACLLanguage to Network: Conditional Parameter Adaptation with Natural Language Descriptions.Tian Jin, Zhun Liu, Shengjia Yan, Alexandre E. Eichenberger, Louis-Philippe Morency
2020ACLTowards Debiasing Sentence Representations.Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency
2020ACLIntegrating Multimodal Information in Large Pretrained Transformers.Wasifur Rahman, Md. Kamrul Hasan, Sangwu Lee, AmirAli Bagher Zadeh, Chengfeng Mao, Louis-Philippe Morency, Mohammed E. Hoque
2020ECCVStyle Transfer for Co-speech Gesture Animation: A Multi-speaker Conditional-Mixture Approach.Chaitanya Ahuja, Dong Won Lee, Yukiko I. Nakano, Louis-Philippe Morency
2020ECCVDiverse and Admissible Trajectory Forecasting Through Multimodal Context Understanding.Seong Hyeon Park, Gyubok Lee, Jimin Seo, Manoj Bhat, Minseok Kang, Jonathan Francis, Ashwin R. Jadhav, Paul Pu Liang, Louis-Philippe Morency
2020EMNLPNo Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures.Chaitanya Ahuja, Dong Won Lee, Ryo Ishii, Louis-Philippe Morency
2020EMNLPMultimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis.Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
2020EMNLPCMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French.AmirAli Bagher Zadeh, Yansheng Cao, Smon Hessner, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency
2020ICMIToward Multimodal Modeling of Emotional Expressiveness.Victoria Lin, Jeffrey M. Girard, Michael A. Sayette, Louis-Philippe Morency
2020ICMIDepression Severity Assessment for Adolescents at High Risk of Mental Disorders.Michal Muszynski, Jamie Zelazny, Jeffrey M. Girard, Louis-Philippe Morency
2020IVAImpact of Personality on Nonverbal Behavior Generation.Ryo Ishii, Chaitanya Ahuja, Yukiko I. Nakano, Louis-Philippe Morency
2020IVACan Prediction of Turn-management Willingness Improve Turn-changing Modeling?Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
2019AAAIFound in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities.Hai Pham, Paul Pu Liang, Thomas Manzini, Louis-Philippe Morency, Barnabs Pczos
2019AAAIWords Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors.Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2019ACIIReconsidering the Duchenne Smile: Indicator of Positive Emotion or Artifact of Smile Intensity?Jeffrey M. Girard, Gayatri Shandar, Zhun Liu, Jeffrey F. Cohn, Lijun Yin, Louis-Philippe Morency
2019ACLLearning Representations from Imperfect Time Series Data via Tensor Rank Regularization.Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency
2019ACLMultimodal Transformer for Unaligned Multimodal Language Sequences.Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov
2019CVPRSocial-IQ: A Question Answering Benchmark for Artificial Social Intelligence.Amir Zadeh, Michael Chan, Paul Pu Liang, Edmund Tong, Louis-Philippe Morency
2019CVPRVideo Relationship Reasoning Using Gated Spatio-Temporal Energy Graph.Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi
2019EMNLPUR-FUNNY: A Multimodal Language Dataset for Understanding Humor.Md. Kamrul Hasan, Wasifur Rahman, AmirAli Bagher Zadeh, Jianyuan Zhong, Md. Iftekhar Tanveer, Louis-Philippe Morency, Mohammed (Ehsan) Hoque
2019EMNLPTransformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel.Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2019ICLRLearning Factorized Multimodal Representations.Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov
2019ICMITo React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations.Chaitanya Ahuja, Shugao Ma, Louis-Philippe Morency, Yaser Sheikh
2019ICMIElderReact: A Multimodal Dataset for Recognizing Emotional Response in Aging Adults.Kaixin Ma, Xinyu Wang, Xinru Yang, Mingtong Zhang, Jeffrey M. Girard, Louis-Philippe Morency
2019ICMIMultimodal Behavioral Markers Exploring Suicidal Intent in Social Media Videos.Ankit Parag Shah, Vasu Sharma, Vaibhav Vaibhav, Mahmoud Alismail, Louis-Philippe Morency
2019InterspeechBag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach.Wenchao Du, Louis-Philippe Morency, Jeffrey F. Cohn, Alan W. Black
2019NAACLStrong and Simple Baselines for Multimodal Utterance Embeddings.Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency
2018AAAILattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling.Chaitanya Ahuja, Louis-Philippe Morency
2018AAAIUsing Syntax to Ground Referring Expressions in Natural Images.Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
2018AAAIMemory Fusion Network for Multi-view Sequential Learning.Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018AAAIMulti-attention Recurrent Network for Human Communication Comprehension.Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
2018ACLMultimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph.Amir Zadeh, Paul Pu Liang, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018ACLEfficient Low-rank Multimodal Fusion With Modality-Specific Factors.Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018EMNLPMultimodal Language Analysis with Recurrent Multistage Fusion.Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency
2018ICMIMultimodal Local-Global Ranking Fusion for Emotion Recognition.Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018ICMIToward Objective, Multifaceted Characterization of Psychotic Disorders: Lexical, Structural, and Disfluency Markers of Spoken Language.Alexandria K. Vail, Elizabeth S. Liebson, Justin T. Baker, Louis-Philippe Morency
2018InterspeechMultimodal Polynomial Fusion for Detecting Driver Distraction.Yulun Du, Alan W. Black, Louis-Philippe Morency, Maxine Esknazi
2018NAACLVisual Referring Expression Recognition: What Do Systems Actually Learn?Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick
2018NAACLConversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos.Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmermann
2018WACVFactorized Convolutional Networks: Unsupervised Fine-Tuning for Image Clustering.Liang-Yan Gui, Liangke Gui, Yu-Xiong Wang, Louis-Philippe Morency, Jos M. F. Moura
2017AAAIIntegrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System.Ting-Yao Hu, Chirag Raman, Salvador Medina Maza, Liangke Gui, Tadas Baltrusaitis, Robert E. Frederking, Louis-Philippe Morency, Alan W. Black, Maxine Esknazi
2017ACIILocal-global ranking for facial expression intensity estimation.Tadas Baltrusaitis, Liandong Li, Louis-Philippe Morency
2017ACIIHand2Face: Automatic synthesis and recognition of hand over face occlusions.Behnaz Nojavanasghari, Charles E. Hughes, Tadas Baltrusaitis, Louis-Philippe Morency
2017ACIIVisual attention in schizophrenia: Eye contact and gaze aversion during clinical interactions.Alexandria Katarina Vail, Tadas Baltrusaitis, Luciana Pennant, Elizabeth S. Liebson, Justin T. Baker, Louis-Philippe Morency
2017ACLAffect-LM: A Neural Language Model for Customizable Affective Text Generation.Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
2017ACLMultimodal Machine Learning: Integrating Language, Vision and Speech.Louis-Philippe Morency, Tadas Baltrusaitis
2017ACLContext-Dependent Sentiment Analysis in User-Generated Videos.Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
2017ACLCombating Human Trafficking with Multimodal Deep Models.Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency
2017CHIExceptionally Social: Design of an Avatar-Mediated Interactive System for Promoting Social Skills in Children with Autism.Behnaz Nojavanasghari, Charles E. Hughes, Louis-Philippe Morency
2017CVPRTemporal Attention-Gated Model for Robust Sequence Classification.Wenjie Pei, Tadas Baltrusaitis, David M. J. Tax, Louis-Philippe Morency
2017CVPRConvolutional Experts Constrained Local Model for Facial Landmark Detection.Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency
2017EMNLPTensor Fusion Network for Multimodal Sentiment Analysis.Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2017ICDMMulti-level Multiple Attentions for Contextual Multimodal Sentiment Analysis.Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
2017ICMIAutomatically predicting human knowledgeability through non-verbal cues.Abdelwahab Bourai, Tadas Baltrusaitis, Louis-Philippe Morency
2017ICMIMultimodal sentiment analysis with word-level fusion and reinforcement learning.Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency
2017InterspeechComputational Analysis of Acoustic Descriptors in Psychotic Patients.Torsten Wrtwein, Tadas Baltrusaitis, Eugene Laksana, Luciana Pennant, Elizabeth S. Liebson, Dost ngr, Justin T. Baker, Louis-Philippe Morency
2016BMVCHolistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection.KangGeon Kim, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency, Grard G. Medioni
2016ECCVExtending Long Short-Term Memory for Multi-View Structured Learning.Shyam Sundar Rajagopalan, Louis-Philippe Morency, Tadas Baltrusaitis, Roland Goecke
2016ECCVA 3D Morphable Eye Region Model for Gaze Estimation.Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling
2016EDMRiding an emotional roller-coaster: A multimodal study of young child's math problem solving activities.Lujie Chen, Xin Li, Zhuyun Xia, Zhanmei Song, Louis-Philippe Morency, Artur Dubrawski
2016EMNLPUnsupervised Text Recap Extraction for TV Series.Hongliang Yu, Shikun Zhang, Louis-Philippe Morency
2016ETRALearning an appearance-based gaze estimator from one million synthesised images.Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling
2016ICMIEmoReact: a multimodal approach and dataset for recognizing emotional responses in children.Behnaz Nojavanasghari, Tadas Baltrusaitis, Charles E. Hughes, Louis-Philippe Morency
2016ICMIDeep multimodal fusion for persuasiveness prediction.Behnaz Nojavanasghari, Deepak Gopinath, Jayanth Koushik, Tadas Baltrusaitis, Louis-Philippe Morency
2016InterspeechRepresentation Learning for Speech Emotion Recognition.Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
2016IUIRecognizing Human Actions in the Motion Trajectories of Shapes.Melissa Roemmele, Soja-Marie Morgens, Andrew S. Gordon, Louis-Philippe Morency
2016IVAManipulating the Perception of Virtual Audiences Using Crowdsourced Behaviors.Mathieu Chollet, Nithin Chandrashekhar, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer
2016LRECA Multimodal Corpus for the Assessment of Public Speaking Ability and Anxiety.Mathieu Chollet, Torsten Wrtwein, Louis-Philippe Morency, Stefan Scherer
2016WACVOpenFace: An open source facial behavior analysis toolkit.Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency
2016SIGdialKeynote - Modeling Human Communication Dynamics.Louis-Philippe Morency
2015AAAISimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications.Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margot Lhommet, Gale M. Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David R. Traum, Albert A. Rizzo
2015ACIIA multi-label convolutional neural network approach to cross-domain action unit detection.Sayan Ghosh, Eugene Laksana, Stefan Scherer, Louis-Philippe Morency
2015ACIIA demonstration of the perception system in SimSensei, a virtual human application for healthcare interviews.Giota Stratou, Louis-Philippe Morency, David DeVault, Arno Hartholt, Edward Fast, Margaux Lhommet, Gale M. Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David R. Traum, Albert A. Rizzo
2015ACIIAutomatic assessment and analysis of public speaking anxiety: A virtual audience case study.Torsten Wrtwein, Louis-Philippe Morency, Stefan Scherer
2015BMVCTime-slice Prediction of Dyadic Human Activities.Maryam Ziaeefard, Robert Bergevin, Louis-Philippe Morency
2015HCIExploring the Implications of Virtual Human Research for Human-Robot Teams.Jonathan Gratch, Susan G. Hill, Louis-Philippe Morency, David V. Pynadath, David R. Traum
2015ICASSPReduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis.Stefan Scherer, Louis-Philippe Morency, Jonathan Gratch, John Pestian
2015ICASSPAcoustic and para-verbal indicators of persuasiveness in social multimedia.Han Suk Shim, Sunghyun Park, Moitreya Chatterjee, Stefan Scherer, Kenji Sagae, Louis-Philippe Morency
2015ICMICombining Two Perspectives on Classifying Multimodal Data for Recognizing Speaker Traits.Moitreya Chatterjee, Sunghyun Park, Louis-Philippe Morency, Stefan Scherer
2015ICMIERM4CT 2015: Workshop on Emotion Representations and Modelling for Companion Systems.Kim Hartmann, Ingo Siegert, Bjrn W. Schuller, Louis-Philippe Morency, Albert Ali Salah, Ronald Bck
2015ICMIExploring Behavior Representation for Learning Analytics.Marcelo Worsley, Stefan Scherer, Louis-Philippe Morency, Paulo Blikstein
2015ICMIMultimodal Public Speaking Performance Assessment.Torsten Wrtwein, Mathieu Chollet, Boris Schauerte, Louis-Philippe Morency, Rainer Stiefelhagen, Stefan Scherer
2015IVAPredicting Co-verbal Gestures: A Deep and Temporal Modeling Approach.Chung-Cheng Chiu, Louis-Philippe Morency, Stacy Marsella
2014ECCVContinuous Conditional Neural Fields for Structured Regression.Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency
2014ICASSPContext-based signal descriptors of heart-rate variability for anxiety assessment.Moitreya Chatterjee, Giota Stratou, Stefan Scherer, Louis-Philippe Morency
2014ICMIA Multimodal Context-based Approach for Distress Assessment.Sayan Ghosh, Moitreya Chatterjee, Louis-Philippe Morency
2014ICMIComputational Analysis of Persuasiveness in Social Multimedia: A Novel Dataset and Multimodal Prediction Approach.Sunghyun Park, Han Suk Shim, Moitreya Chatterjee, Kenji Sagae, Louis-Philippe Morency
2014ICMIDyadic Behavior Analysis in Depression Severity Assessment Interviews.Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn
2014IUIToward crowdsourcing micro-level behavior annotations: the challenges of interface, training, and generalization.Sunghyun Park, Philippa Shoemark, Louis-Philippe Morency
2014IVATowards Learning Nonverbal Identities from the Web: Automatically Identifying Visually Accentuated Words.AmirAli Bagher Zadeh, Kenji Sagae, Louis-Philippe Morency
2014LRECThe Distress Analysis Interview Corpus of human and computer interviews.Jonathan Gratch, Ron Artstein, Gale M. Lucas, Giota Stratou, Stefan Scherer, Angela Nazarian, Rachel Wood, Jill Boberg, David DeVault, Stacy Marsella, David R. Traum, Skip Rizzo, Louis-Philippe Morency
2014WACVRelative facial action unit detection.Mahmoud Khademi, Louis-Philippe Morency
2014SIGdialA Demonstration of Dialogue Processing in SimSensei Kiosk.Fabrizio Morbini, David DeVault, Kallirroi Georgila, Ron Artstein, David R. Traum, Louis-Philippe Morency
2013ACIIFifth International Workshop on Affective Interaction in Natural Environments (AFFINE 2013): Interacting with Affective Artefacts in the Wild.Ginevra Castellano, Kostas Karpouzis, Jean-Claude Martin, Louis-Philippe Morency, Christopher Peters, Laurel D. Riek
2013ACIIMutual Behaviors during Dyadic Negotiation: Automatic Prediction of Respondent Reactions.Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency
2013ACIIAutomatic Nonverbal Behavior Indicators of Depression and PTSD: Exploring Gender Differences.Giota Stratou, Stefan Scherer, Jonathan Gratch, Louis-Philippe Morency
2013ACLUtterance-Level Multimodal Sentiment Analysis.Vernica Prez-Rosas, Rada Mihalcea, Louis-Philippe Morency
2013CVPRAction Recognition by Hierarchical Sequence Summarization.Yale Song, Louis-Philippe Morency, Randall Davis
2013ICASSPSpeaker and language independent voice quality classification applied to unlabelled corpora of expressive speech.John Kane, Stefan Scherer, Matthew P. Aylett, Louis-Philippe Morency, Christer Gobl
2013ICASSPInvestigating the speech characteristics of suicidal adolescents.Stefan Scherer, John Pestian, Louis-Philippe Morency
2013ICASSPSpeaker trait characterization in web videos: Uniting speech, language, and facial features.Felix Weninger, Claudia Wagner, Martin Wllmer, Bjrn W. Schuller, Louis-Philippe Morency
2013ICMISpeaker-adaptive multimodal prediction model for listener responses.Iwan de Kok, Dirk Heylen, Louis-Philippe Morency
2013ICMIAutomatic multimodal descriptors of rhythmic body movement.Marwa Mahmoud, Louis-Philippe Morency, Peter Robinson
2013ICMIInteractive relevance search and modeling: support for expert-driven analysis of multimodal data.Chreston A. Miller, Francis K. H. Quek, Louis-Philippe Morency
2013ICMIWho is persuasive?: the role of perceived personality and communication modality in social multimedia.Gelareh Mohammadi, Sunghyun Park, Kenji Sagae, Alessandro Vinciarelli, Louis-Philippe Morency
2013ICMIICMI 2013 grand challenge workshop on multimodal learning analytics.Louis-Philippe Morency, Sharon L. Oviatt, Stefan Scherer, Nadir Weibel, Marcelo Worsley
2013ICMIAudiovisual behavior descriptors for depression assessment.Stefan Scherer, Giota Stratou, Louis-Philippe Morency
2013ICMILearning a sparse codebook of facial and body microexpressions for emotion recognition.Yale Song, Louis-Philippe Morency, Randall Davis
2013InterspeechA comparative study of glottal open quotient estimation techniques.John Kane, Stefan Scherer, Louis-Philippe Morency, Christer Gobl
2013InterspeechPrediction of strategy and outcome as negotiation unfolds by using basic verbal and behavioral features.Elnaz Nouri, Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency, David R. Traum
2013InterspeechInvestigating voice quality as a speaker-independent indicator of depression and PTSD.Stefan Scherer, Giota Stratou, Jonathan Gratch, Louis-Philippe Morency
2013IVACicero - Towards a Multimodal Virtual Audience Platform for Public Speaking Training.Ligia Maria Batrinca, Giota Stratou, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer
2013IVAAll Together Now - Introducing the Virtual Human Toolkit.Arno Hartholt, David R. Traum, Stacy C. Marsella, Ari Shapiro, Giota Stratou, Anton Leuski, Louis-Philippe Morency, Jonathan Gratch
2013IVAPrediction of Visual Backchannels in the Absence of Visual Context Using Mutual Influence.Derya Ozkan, Louis-Philippe Morency
2013SIGdialVerbal indicators of psychological distress in interactive dialogue with a virtual human.David DeVault, Kallirroi Georgila, Ron Artstein, Fabrizio Morbini, David R. Traum, Stefan Scherer, Albert Skip Rizzo, Louis-Philippe Morency
2012AAMASTowards building a virtual counselor: modeling nonverbal behavior during intimate self-disclosure.Sin-Hwa Kang, Jonathan Gratch, Candy L. Sidner, Ron Artstein, Lixing Huang, Louis-Philippe Morency
2012BMVCGesture-based Object Recognition using Histograms of Guiding Strokes.Amir Sadeghipour, Louis-Philippe Morency, Stefan Kopp
2012CVPR3D Constrained Local Model for rigid and non-rigid facial tracking.Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency
2012CVPRMulti-view latent variable discriminative models for action recognition.Yale Song, Louis-Philippe Morency, Randall Davis
2012ICMITowards sensing the influence of visual narratives on human affect.Mihai Burzo, Daniel McDuff, Rada Mihalcea, Louis-Philippe Morency, Alexis Narvaez, Vernica Prez-Rosas
2012ICMIStructural and temporal inference search (STIS): pattern identification in multimodal data.Chreston A. Miller, Louis-Philippe Morency, Francis K. H. Quek
2012ICMIStep-wise emotion recognition using concatenated-HMM.Derya Ozkan, Stefan Scherer, Louis-Philippe Morency
2012ICMII already know your answer: using nonverbal behaviors to predict immediate outcomes in a dyadic negotiation.Sunghyun Park, Jonathan Gratch, Louis-Philippe Morency
2012ICMI1st international workshop on multimodal learning analytics: extended abstract.Stefan Scherer, Marcelo Worsley, Louis-Philippe Morency
2012ICMIMultimodal human behavior analysis: learning correlation and interaction across modalities.Yale Song, Louis-Philippe Morency, Randall Davis
2012IVAPerception Markup Language: Towards a Standardized Representation of Perceived Nonverbal Behaviors.Stefan Scherer, Stacy Marsella, Giota Stratou, Yuyu Xu, Fabrizio Morbini, Alesia Egan, Albert A. Rizzo, Louis-Philippe Morency
2012SIGdialDialogue Act Recognition using Reweighted Speaker Adaptation.Congkai Sun, Louis-Philippe Morency
2011ACIIMachine Learning for Affective Computing.Mohammed E. Hoque, Daniel J. McDuff, Louis-Philippe Morency, Rosalind W. Picard
2011ACIIAre You Friendly or Just Polite? - Analysis of Smiles in Spontaneous Face-to-Face Interactions.Mohammed E. Hoque, Louis-Philippe Morency, Rosalind W. Picard
2011ACIIModeling Latent Discriminative Dynamic of Multi-dimensional Affective Signals.Geovany A. Ramrez, Tadas Baltrusaitis, Louis-Philippe Morency
2011ACLModeling Wisdom of Crowds Using Latent Mixture of Discriminative Experts.Derya Ozkan, Louis-Philippe Morency
2011ICMITowards multimodal sentiment analysis: harvesting opinions from the web.Louis-Philippe Morency, Rada Mihalcea, Payal Doshi
2011IVAVirtual Rapport 2.0.Lixing Huang, Louis-Philippe Morency, Jonathan Gratch
2011IVAModeling Nonverbal Behavior of a Virtual Counselor during Intimate Self-disclosure.Sin-Hwa Kang, Candy L. Sidner, Jonathan Gratch, Ron Artstein, Lixing Huang, Louis-Philippe Morency
2010COLINGLatent Mixture of Discriminative Experts for Multimodal Prediction Modeling.Derya Ozkan, Kenji Sagae, Louis-Philippe Morency
2010ICMILearning and evaluating response prediction models using parallel listener consensus.Iwan de Kok, Derya Ozkan, Dirk Heylen, Louis-Philippe Morency
2010ICPRConcensus of Self-features for Nonverbal Behavior Analysis.Derya Ozkan, Louis-Philippe Morency
2010IVALearning Backchannel Prediction Model from Parasocial Consensus Sampling: A Subjective Evaluation.Lixing Huang, Louis-Philippe Morency, Jonathan Gratch
2008COLINGModeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Imrpoved Inference.Xu Sun, Louis-Philippe Morency, Daisuke Okanohara, Yoshimasa Tsuruoka, Jun'ichi Tsujii
2008ICMIContext-based recognition during human interactions: automatic feature selection and encoding dictionary.Louis-Philippe Morency, Iwan de Kok, Jonathan Gratch
2008IVAPredicting Listener Backchannels: A Probabilistic Multimodal Approach.Louis-Philippe Morency, Iwan de Kok, Jonathan Gratch
2007CVPRLatent-Dynamic Discriminative Models for Continuous Gesture Recognition.Louis-Philippe Morency, Ariadna Quattoni, Trevor Darrell
2007HCICan Virtual Humans Be More Engaging Than Real Ones?Jonathan Gratch, Ning Wang, Anna Okhmatovskaia, Francois Lamothe, Mathieu Morales, Rick J. van der Werf, Louis-Philippe Morency
2006AAAIThe Role of Context in Head Gesture Recognition.Louis-Philippe Morency, Candace L. Sidner, Christopher Lee, Trevor Darrell
2006CVPRHidden Conditional Random Fields for Gesture Recognition.Sy Bor Wang, Ariadna Quattoni, Louis-Philippe Morency, David Demirdjian, Trevor Darrell
2006HRIThe effect of head-nod recognition in human-robot conversation.Candace L. Sidner, Christopher Lee, Louis-Philippe Morency, Clifton Forlines
2006ICMICo-Adaptation of audio-visual speech and gesture classifiers.C. Mario Christoudias, Kate Saenko, Louis-Philippe Morency, Trevor Darrell
2006ICMIRecognizing gaze aversion gestures in embodied conversational discourse.Louis-Philippe Morency, C. Mario Christoudias, Trevor Darrell
2006IUIHead gesture recognition in intelligent interfaces: the role of context in improving recognition.Louis-Philippe Morency, Trevor Darrell
2006IVAVirtual Rapport.Jonathan Gratch, Anna Okhmatovskaia, Francois Lamothe, Stacy Marsella, Mathieu Morales, Rick J. van der Werf, Louis-Philippe Morency
2005ICMIContextual recognition of head gestures.Louis-Philippe Morency, Candace L. Sidner, Christopher Lee, Trevor Darrell
2004CHINodding in conversations with a robot.Christopher Lee, Neal Lesh, Candace L. Sidner, Louis-Philippe Morency, Ashish Kapoor, Trevor Darrell
2004ECCVLight Field Appearance Manifolds.Chris Mario Christoudias, Louis-Philippe Morency, Trevor Darrell
2004ICMIFrom conversational tooltips to grounded discourse: head poseTracking in interactive dialog systems.Louis-Philippe Morency, Trevor Darrell
2003CVPRAdaptive View-Based Appearance Models.Louis-Philippe Morency, Ali Rahimi, Trevor Darrell
2003ICIPRobust real-time egomotion from stereo images.Louis-Philippe Morency, Rakesh Gupta
2003ICMIA multi-modal approach for determining speaker location and focus.Michael Siracusa, Louis-Philippe Morency, Kevin W. Wilson, John W. Fisher III, Trevor Darrell
2002CHIEvaluating look-to-talk: a gaze-aware interface in a collaborative environment.Alice Oh, Harold Fox, Max Van Kleek, Aaron Adler, Krzysztof Gajos, Louis-Philippe Morency, Trevor Darrell
2002ICPRStereo Tracking Using ICP and Normal Flow Constraint.Louis-Philippe Morency, Trevor Darrell
2001ICCVReducing Drift in Parametric Motion Tracking.Ali Rahimi, Louis-Philippe Morency, Trevor Darrell