Louis-Philippe Morency | Academic Influence

Louis-Philippe Morency's AcademicInfluence.com Rankings

Louis-Philippe Morency

Computer Science

#2868

World Rank

#3001

Historical Rank

Computational Linguistics

#412

World Rank

#419

Historical Rank

Machine Learning

#504

World Rank

#510

Historical Rank

Artificial Intelligence

#762

World Rank

#774

Historical Rank

computer-science Degrees

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Computer Science

Louis-Philippe Morency's Degrees

PhD Computer Science Université de Montréal
Masters Computer Science Université de Montréal
Bachelors Computer Science Université de Montréal

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Why Is Louis-Philippe Morency Influential?

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According to Wikipedia, Louis-Philippe Morency is a French Canadian researcher interested in human communication and machine learning applied to a better understanding of human behavior. Biography Dr. Louis-Philippe Morency is Leonardo Associate Professor of Computer Science at the Language Technologies Institute at Carnegie Mellon University. He was formerly research assistant professor at the University of Southern California and research scientist at USC Institute for Creative Technologies where he led the Multimodal Communication and Computation Laboratory . He received his Ph.D. from MIT Computer Science and Artificial Intelligence Laboratory in 2006. His main research interest is computational study of human multimodal computation, a multi-disciplinary research topic that overlays the fields of multi-modal interaction, machine learning, computer vision, social psychology and artificial intelligence. He developed Watson, a real-time library for nonverbal behavior recognition and which became the de facto standard for adding perception to embodied agent interfaces. He received many awards for his work on nonverbal behavior computation including four best papers awards . He was recently selected by IEEE Intelligent Systems as one of the "Ten to Watch" for the future of AI research.

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Louis-Philippe Morency's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Multimodal Machine Learning: A Survey and Taxonomy (2017) (1574)
OpenFace: An open source facial behavior analysis toolkit (2016) (1090)
OpenFace 2.0: Facial Behavior Analysis Toolkit (2018) (934)
Tensor Fusion Network for Multimodal Sentiment Analysis (2017) (661)
Hidden Conditional Random Fields (2007) (572)
Hidden Conditional Random Fields for Gesture Recognition (2006) (553)
Multimodal Transformer for Unaligned Multimodal Language Sequences (2019) (490)
SimSensei kiosk: a virtual human interviewer for healthcare decision support (2014) (482)
It's only a computer: Virtual humans increase willingness to disclose (2014) (474)
Context-Dependent Sentiment Analysis in User-Generated Videos (2017) (457)
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph (2018) (444)
Latent-Dynamic Discriminative Models for Continuous Gesture Recognition (2007) (417)
Constrained Local Neural Fields for Robust Facial Landmark Detection in the Wild (2013) (393)
Memory Fusion Network for Multi-view Sequential Learning (2018) (363)
Towards multimodal sentiment analysis: harvesting opinions from the web (2011) (361)
Speaker-Follower Models for Vision-and-Language Navigation (2018) (320)
3D Constrained Local Model for rigid and non-rigid facial tracking (2012) (311)
YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context (2013) (311)
The Distress Analysis Interview Corpus of human and computer interviews (2014) (310)
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors (2018) (301)
Multi-attention Recurrent Network for Human Communication Comprehension (2018) (286)
Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages (2016) (285)
Learning an appearance-based gaze estimator from one million synthesised images (2016) (258)
Think Locally, Act Globally: Federated Learning with Local and Global Representations (2020) (238)
Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos (2018) (230)
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos (2016) (228)
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (2022) (218)
Learning Factorized Multimodal Representations (2018) (212)
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors (2018) (198)
Utterance-Level Multimodal Sentiment Analysis (2013) (189)
All Together Now - Introducing the Virtual Human Toolkit (2013) (187)
Multimodal sentiment analysis with word-level fusion and reinforcement learning (2017) (180)
Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities (2018) (177)
Multimodal Sentiment Analysis of Spanish Online Videos (2013) (167)
A probabilistic multimodal approach for predicting listener backchannels (2009) (166)
Affect-LM: A Neural Language Model for Customizable Affective Text Generation (2017) (163)
Integrating Multimodal Information in Large Pretrained Transformers (2020) (159)
Deep multimodal fusion for persuasiveness prediction (2016) (152)
Contextual recognition of head gestures (2005) (144)
Reporting Mental Health Symptoms: Breaking Down Barriers to Care with Virtual Human Interviewers (2017) (144)
Convolutional Experts Constrained Local Model for 3D Facial Landmark Detection (2017) (138)
Cicero - Towards a Multimodal Virtual Audience Platform for Public Speaking Training (2013) (135)
Adaptive view-based appearance models (2003) (130)
Multimodal Language Analysis with Recurrent Multistage Fusion (2018) (129)
Automatic behavior descriptors for psychological disorder analysis (2013) (129)
Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis (2017) (119)
Predicting Listener Backchannels: A Probabilistic Multimodal Approach (2008) (118)
The effect of head-nod recognition in human-robot conversation (2006) (117)
Continuous Conditional Neural Fields for Structured Regression (2014) (116)
Computational Analysis of Persuasiveness in Social Multimedia: A Novel Dataset and Multimodal Prediction Approach (2014) (112)
Generalized adaptive view-based appearance model: Integrated framework for monocular head pose estimation (2008) (109)
Extending Long Short-Term Memory for Multi-View Structured Learning (2016) (108)
Select-additive learning: Improving generalization in multimodal sentiment analysis (2016) (108)
Representation Learning for Speech Emotion Recognition (2016) (107)
Can Virtual Humans Be More Engaging Than Real Ones? (2007) (105)
Exploring feedback strategies to improve public speaking: an interactive virtual audience framework (2015) (105)
Action Recognition by Hierarchical Sequence Summarization (2013) (105)
Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel (2019) (105)
Head gestures for perceptual interfaces: The role of context in improving recognition (2007) (103)
Investigating voice quality as a speaker-independent indicator of depression and PTSD (2013) (103)
Automatic audiovisual behavior descriptors for psychological disorder analysis (2014) (102)
Towards Debiasing Sentence Representations (2020) (102)
Self-supervised Learning from a Multi-view Perspective (2020) (102)
A Machine Learning Approach to Identifying the Thought Markers of Suicidal Subjects: A Prospective Multicenter Trial (2017) (102)
Self-Reported Symptoms of Depression and PTSD Are Associated with Reduced Vowel Space in Screening Interviews (2016) (93)
Towards Understanding and Mitigating Social Biases in Language Models (2021) (92)
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild (2019) (90)
Modeling Latent Discriminative Dynamic of Multi-dimensional Affective Signals (2011) (88)
A 3D Morphable Eye Region Model for Gaze Estimation (2016) (85)
Head gesture recognition in intelligent interfaces: the role of context in improving recognition (2006) (84)
Language2Pose: Natural Language Grounded Pose Forecasting (2019) (83)
Pose estimation using 3D view-based eigenspaces (2003) (81)
Temporal Attention-Gated Model for Robust Sequence Classification (2016) (81)
Fast stereo-based head tracking for interactive environments (2002) (80)
Multi-view latent variable discriminative models for action recognition (2012) (79)
UR-FUNNY: A Multimodal Language Dataset for Understanding Humor (2019) (76)
Perception Markup Language: Towards a Standardized Representation of Perceived Nonverbal Behaviors (2012) (75)
Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph (2019) (74)
Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence (2019) (70)
Using Syntax to Ground Referring Expressions in Natural Images (2018) (69)
Evaluating look-to-talk: a gaze-aware interface in a collaborative environment (2002) (68)
EmoReact: a multimodal approach and dataset for recognizing emotional responses in children (2016) (68)
Hidden-state Conditional Random Fields (2006) (68)
Predicting Co-verbal Gestures: A Deep and Temporal Modeling Approach (2015) (67)
Convolutional Experts Constrained Local Model for Facial Landmark Detection (2016) (67)
Context-based recognition during human interactions: automatic feature selection and encoding dictionary (2008) (66)
Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding (2020) (66)
Effect of illumination on automatic expression recognition: A novel 3D relightable facial database (2011) (65)
Multimodal Public Speaking Performance Assessment (2015) (63)
Deep Gamblers: Learning to Abstain with Portfolio Theory (2019) (63)
Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Improved Inference (2008) (63)
A multi-label convolutional neural network approach to cross-domain action unit detection (2015) (62)
Parasocial consensus sampling: combining multiple perspectives to learn virtual human behavior (2010) (62)
Modeling hidden dynamics of multimodal cues for spontaneous agreement and disagreement recognition (2011) (59)
Automatic Nonverbal Behavior Indicators of Depression and PTSD: Exploring Gender Differences (2013) (59)
Multimodal human behavior analysis: learning correlation and interaction across modalities (2012) (58)
Recognizing gaze aversion gestures in embodied conversational discourse (2006) (58)
It's only a computer: the impact of human-agent interaction in clinical interviews (2014) (57)
Stereo tracking using ICP and normal flow constraint (2002) (55)
NRGsuite: a PyMOL plugin to perform docking simulations in real time using FlexAID (2015) (54)
Reducing drift in parametric motion tracking (2001) (52)
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization (2019) (50)
Visual Referring Expression Recognition: What Do Systems Actually Learn? (2018) (50)
Monocular head pose estimation using generalized adaptive view-based appearance model (2010) (48)
Are You Friendly or Just Polite? - Analysis of Smiles in Spontaneous Face-to-Face Interactions (2011) (48)
Audiovisual behavior descriptors for depression assessment (2013) (48)
Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach (2020) (48)
Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks (2016) (47)
MultiSense—Context-Aware Nonverbal Behavior Analysis Framework: A Psychological Distress Use Case (2017) (46)
Adolescent Suicidal Risk Assessment in Clinician-Patient Interaction (2017) (46)
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning (2021) (45)
Verbal indicators of psychological distress in interactive dialogue with a virtual human (2013) (45)
Investigating the speech characteristics of suicidal adolescents (2013) (45)
Infinite Hidden Conditional Random Fields for Human Behavior Analysis (2013) (44)
Towards building a virtual counselor: modeling nonverbal behavior during intimate self-disclosure (2012) (43)
Autonomous Virtual Human Agents for Healthcare Information Support and Clinical Interviewing (2016) (42)
Automatic nonverbal behavior indicators of depression and PTSD: the effect of gender (2015) (42)
Multimodal prediction of expertise and leadership in learning groups (2012) (41)
GazeDirector: Fully Articulated Eye Gaze Redirection in Video (2017) (41)
Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis (2015) (40)
A multi-modal approach for determining speaker location and focus (2003) (40)
Learning Backchannel Prediction Model from Parasocial Consensus Sampling: A Subjective Evaluation (2010) (40)
Large-scale detection of drug off-targets: hypotheses for drug repurposing and understanding side-effects (2017) (39)
Co-Adaptation of audio-visual speech and gesture classifiers (2006) (38)
Select-Additive Learning: Improving Cross-individual Generalization in Multimodal Sentiment Analysis (2016) (38)
Multimodal Local-Global Ranking Fusion for Emotion Recognition (2018) (38)
To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations (2019) (38)
Curriculum Learning for Facial Expression Recognition (2017) (37)
Combating Human Trafficking with Multimodal Deep Models (2017) (37)
Learning a sparse codebook of facial and body microexpressions for emotion recognition (2013) (37)
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis (2021) (37)
Step-wise emotion recognition using concatenated-HMM (2012) (35)
Dyadic Behavior Analysis in Depression Severity Assessment Interviews (2014) (34)
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis (2020) (32)
Factorized Multimodal Transformer for Multimodal Sequential Learning (2019) (32)
SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications (2015) (32)
Crowdsourcing micro-level multimedia annotations: the challenges of evaluation and interface (2012) (32)
Distribution-sensitive learning for imbalanced datasets (2013) (31)
An interactive virtual audience platform for public speaking training (2014) (30)
Modeling Human Communication Dynamics (2010) (30)
User-State Sensing for Virtual Health Agents and TeleHealth Applications (2013) (29)
Learning Representations of Affect from Speech (2015) (29)
Detection and Computational Analysis of Psychological Signals Using a Virtual Human Interviewing Agent (2014) (28)
Automatic assessment and analysis of public speaking anxiety: A virtual audience case study (2015) (28)
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences (2021) (28)
Modeling Human Communication Dynamics [Social Sciences] (2010) (27)
Humor Knowledge Enriched Transformer for Understanding Multimodal Humor (2021) (27)
Who is persuasive?: the role of perceived personality and communication modality in social multimedia (2013) (27)
Toward crowdsourcing micro-level behavior annotations: the challenges of interface, training, and generalization (2014) (26)
MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French (2020) (25)
Speaker and language independent voice quality classification applied to unlabelled corpora of expressive speech (2013) (25)
Multimodal Prediction of Psychological Disorders: Learning Verbal and Nonverbal Commonalities in Adjacency Pairs (2013) (24)
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer (2021) (24)
Robust real-time egomotion from stereo images (2003) (24)
Face-Responsive Interfaces: From Direct Manipulation to Perceptive Presence (2002) (24)
Foundations and Recent Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions (2022) (24)
M-BERT: Injecting Multimodal Information in the BERT Structure (2019) (24)
Exceptionally Social: Design of an Avatar-Mediated Interactive System for Promoting Social Skills in Children with Autism (2017) (24)
Strong and Simple Baselines for Multimodal Utterance Embeddings (2019) (24)
Combating Human Trafficking with Deep Multimodal Models. (2017) (24)
No Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures (2020) (23)
A Multimodal Context-based Approach for Distress Assessment (2014) (23)
Self-supervised Representation Learning with Relative Predictive Coding (2021) (22)
Mutual Behaviors during Dyadic Negotiation: Automatic Prediction of Respondent Reactions (2013) (22)
Nodding in conversations with a robot (2004) (22)
Demystifying Self-Supervised Learning: An Information-Theoretical Framework (2020) (22)
A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning (2021) (21)
Investigating Facial Behavior Indicators of Suicidal Ideation (2017) (21)
Temporally Selective Attention Model for Social and Affective State Recognition in Multimedia Content (2017) (20)
A multimodal end-of-turn prediction model: learning from parasocial consensus sampling (2011) (20)
Gesture-based Object Recognition using Histograms of Guiding Strokes (2012) (20)
Foundations of Multimodal Co-learning (2020) (20)
A comparative study of glottal open quotient estimation techniques (2013) (20)
YouTube Movie Reviews: In, Cross, and Open-domain Sentiment Analysis in an Audiovisual Context (2013) (20)
Neural Methods for Point-wise Dependency Estimation (2020) (19)
ICMI 2013 grand challenge workshop on multimodal learning analytics (2013) (19)
Learning and evaluating response prediction models using parallel listener consensus (2010) (19)
Latent Mixture of Discriminative Experts for Multimodal Prediction Modeling (2010) (18)
Fast 3D model acquisition from stereo images (2002) (18)
Context-based signal descriptors of heart-rate variability for anxiety assessment (2014) (18)
Fusing Symbolic and Decision-Theoretic Problem Solving + Perception in a Graphical Cognitive Architecture (2011) (18)
Hand2Face: Automatic synthesis and recognition of hand over face occlusions (2017) (18)
Reducing drift in differential tracking (2008) (17)
Holistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection (2016) (17)
Modeling Wisdom of Crowds Using Latent Mixture of Discriminative Experts (2011) (17)
From conversational tooltips to grounded discourse: head poseTracking in interactive dialog systems (2004) (17)
Multimodal Machine Learning: Integrating Language, Vision and Speech (2017) (16)
Deep Constrained Local Models for Facial Landmark Detection (2016) (16)
Video Analysis for Body-worn Cameras in Law Enforcement (2016) (16)
1st international workshop on multimodal learning analytics: extended abstract (2012) (16)
A demonstration of the perception system in SimSensei, a virtual human application for healthcare interviews (2015) (16)
The Similar Segments in Social Speech Task (2013) (15)
Improving aspect-level sentiment analysis with aspect extraction (2020) (15)
Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations (2021) (15)
Computational study of psychosis symptoms and facial expressions (2016) (15)
Exploring Behavior Representation for Learning Analytics (2015) (15)
Learning Not to Learn in the Presence of Noisy Labels (2020) (15)
Exploring the effect of illumination on automatic expression recognition using the ICT-3DRFE database (2012) (14)
Adolescent suicidal risk assessment in clinician-patient interaction: A study of verbal and acoustic behaviors (2014) (14)
ElderReact: A Multimodal Dataset for Recognizing Emotional Response in Aging Adults (2019) (14)
Visual attention in schizophrenia: Eye contact and gaze aversion during clinical interactions (2017) (14)
Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment (2020) (14)
I already know your answer: using nonverbal behaviors to predict immediate outcomes in a dyadic negotiation (2012) (14)
Light Field Appearance Manifolds (2004) (14)
Verbal Behaviors and Persuasiveness in Online Multimedia Content (2014) (13)
Exploring Vision-Based Interfaces: How to Use Your Head in Dual Pointing Tasks (2002) (13)
Automatic multimodal descriptors of rhythmic body movement (2013) (13)
Learning and Transferring Deep ConvNet Representations with Group-Sparse Factorization (2015) (13)
Relative facial action unit detection (2014) (13)
Conditional Sequence Model for Context-Based Recognition of Gaze Aversion (2007) (12)
Proceedings of the 18th ACM International Conference on Multimodal Interaction (2012) (12)
Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction (2014) (12)
Structure and pH‐induced alterations of recombinant and natural spider silk proteins in solution (2012) (12)
Challenges and applications in multimodal machine learning (2018) (12)
Integration of Visual Perception in Dialogue Understanding for Virtual Humans in Multi-Party interaction (2010) (12)
Variational Auto-Decoder (2019) (11)
Killer Apps: Developing Novel Applications That Enhance Team Coordination, Communication, and Effectiveness (2017) (11)
Manipulating the Perception of Virtual Audiences Using Crowdsourced Behaviors (2016) (11)
Automatic Behavior Analysis During a Clinical Interview with a Virtual Human (2016) (11)
Investigating the influence of virtual peers as dialect models on students' prosodic inventory (2012) (11)
Combining Two Perspectives on Classifying Multimodal Data for Recognizing Speaker Traits (2015) (11)
Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling? (2021) (11)
Speaker-adaptive multimodal prediction model for listener responses (2013) (11)
Reconsidering the Duchenne Smile: Indicator of Positive Emotion or Artifact of Smile Intensity? (2019) (11)
Prediction of strategy and outcome as negotiation unfolds by using basic verbal and behavioral features (2013) (10)
The Future Belongs to the Curious: Towards Automatic Understanding and Recognition of Curiosity in Children (2016) (10)
A Multimodal Corpus for the Assessment of Public Speaking Ability and Anxiety (2016) (10)
Multimodal Polynomial Fusion for Detecting Driver Distraction (2018) (10)
Functional diversity of TMPRSS6 isoforms and variants expressed in hepatocellular carcinoma cell lines (2018) (10)
Multimodal Behavioral Markers Exploring Suicidal Intent in Social Media Videos (2019) (10)
Riding an emotional roller-coaster: A multimodal study of young child's math problem solving activities (2016) (9)
Multimodal Analysis and Prediction of Persuasiveness in Online Social Multimedia (2016) (9)
Conditional Contrastive Learning with Kernel (2022) (9)
Acoustic and para-verbal indicators of persuasiveness in social multimedia (2015) (9)
Reconsidering the Duchenne Smile: Formalizing and Testing Hypotheses About Eye Constriction and Positive Emotion (2020) (9)
Variational Infinite Hidden Conditional Random Fields (2015) (9)
Automatically predicting human knowledgeability through non-verbal cues (2017) (9)
Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures (2013) (9)
Exploring the Implications of Virtual Human Research for Human-Robot Teams (2015) (9)
Sequential emotion recognition using Latent-Dynamic Conditional Neural Fields (2013) (9)
Towards Context-Based Visual Feedback Recognition for Embodied Agents (2005) (8)
HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning (2022) (8)
Proceedings of Grand Challenge and Workshop on Human Multimodal Language (Challenge-HML) (2018) (8)
Factorized Convolutional Networks: Unsupervised Fine-Tuning for Image Clustering (2018) (8)
Unsupervised Domain Adaptation for Visual Navigation (2020) (8)
Towards sensing the influence of visual narratives on human affect (2012) (8)
DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations (2022) (8)
Structural and temporal inference search (STIS): pattern identification in multimodal data (2012) (8)
Local-global ranking for facial expression intensity estimation (2017) (8)
Modeling Nonverbal Behavior of a Virtual Counselor during Intimate Self-disclosure (2011) (8)
Low-Resource Adaptation for Personalized Co-Speech Gesture Generation (2022) (8)
Can Prediction of Turn-management Willingness Improve Turn-changing Modeling? (2020) (8)
A Demonstration of Dialogue Processing in SimSensei Kiosk (2014) (7)
What Gives the Answer Away? Question Answering Bias Analysis on Video QA Datasets (2020) (7)
Impact of Personality on Nonverbal Behavior Generation (2020) (7)
The Role of Context in Head Gesture Recognition (2006) (7)
Clinical interviewing by a virtual human agent with automatic behavior analysis (2016) (7)
Dialogue Act Recognition using Reweighted Speaker Adaptation (2012) (7)
Computational analysis of spoken language in acute psychosis and mania (2021) (7)
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation (2019) (7)
Co-occurrence graphs: contextual representation for head gesture recognition during multi-party interactions (2009) (7)
A 3D Morphable Model of the Eye Region (2016) (7)
Variational Auto-Decoder: Neural Generative Modeling from Partial Data (2019) (7)
Speaker trait characterization in web videos: Uniting speech, language, and facial features (2013) (6)
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data (2021) (6)
Combining Sequential Geometry and Texture Features for Distinguishing Genuine and Deceptive Emotions (2017) (6)
Time-slice Prediction of Dyadic Human Activities (2015) (6)
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions (2020) (6)
Tutorial on Multimodal Machine Learning (2022) (6)
Refer360∘: A Referring Expression Recognition Dataset in 360: A Referring Expression Recognition Dataset in 360∘ Images Images (2020) (6)
Identification of an alternative translation initiation site in the sequence of the commonly used Glutathione S-Transferase tag. (2018) (6)
Latent Mixture of Discriminative Experts (2013) (6)
Toward Visual Behavior Markers of Suicidal Ideation (2018) (5)
Stereo-based Head Pose Tracking using Iterative Closest Point and Normal Flow Constraint (2002) (5)
Recognizing Human Actions in the Motion Trajectories of Shapes (2016) (5)
Context-Dependent Models for Predicting and Characterizing Facial Expressiveness (2019) (5)
Evaluating look-to-talk (2002) (5)
On Emergent Communication in Competitive Multi-Agent Teams (2020) (5)
Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study (2020) (5)
MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences (2020) (5)
Computational Analysis of Acoustic Descriptors in Psychotic Patients (2017) (5)
Toward Objective, Multifaceted Characterization of Psychotic Disorders: Lexical, Structural, and Disfluency Markers of Spoken Language (2018) (5)
Computational study of human communication dynamic (2011) (5)
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps (2019) (5)
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations (2021) (5)
Depression Severity Assessment for Adolescents at High Risk of Mental Disorders (2020) (5)
Concensus of Self-features for Nonverbal Behavior Analysis (2010) (4)
Applications of the NRGsuite and the Molecular Docking Software FlexAID in Computational Drug Discovery and Design. (2018) (4)
Context-based visual feedback recognition (2006) (4)
Learning Weakly-Supervised Contrastive Representations (2022) (4)
Understanding the Tradeoffs in Client-Side Privacy for Speech Recognition (2021) (4)
Interpretable Multimodal Routing for Human Multimodal Language (2020) (4)
Integrating Auxiliary Information in Self-supervised Learning (2021) (4)
Computational Study of Human Communication Dynamics (2011) (4)
Interactive relevance search and modeling: support for expert-driven analysis of multimodal data (2013) (4)
AI's 10 to Watch (2008) (4)
A Discriminative Nonparametric Bayesian Model: Inﬁnite Hidden Conditional Random Fields (2011) (4)
I Can Already Guess Your Answer: Predicting Respondent Reactions during Dyadic Negotiation (2015) (4)
Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling (2017) (4)
MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models (2022) (4)
Proceedings of the 3rd international workshop on Affective interaction in natural environments (2010) (3)
Search Strategies for Pattern Identification in Multimodal Data: Three Case Studies (2014) (3)
MultiViz: Towards Visualizing and Understanding Multimodal Models (2022) (3)
Simple and Effective Approaches for Uncertainty Prediction in Facial Action Unit Intensity Regression (2020) (3)
Local-Global Landmark Confidences for Face Recognition (2017) (3)
Non-parametric and light-field deformable models (2006) (3)
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering (2022) (2)
Second Grand-Challenge and Workshop on Multimodal Language (Challenge-HML) (2020) (2)
ERM4CT 2015: Workshop on Emotion Representations and Modelling for Companion Systems (2015) (2)
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis (2022) (2)
Toward Multimodal Modeling of Emotional Expressiveness (2020) (2)
The Role of Context in Affective Behavior Understanding (2010) (2)
HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes (2022) (2)
Key Challenges for Multimedia Research in the Next Ten Years (2019) (2)
Chess Q & A : Question Answering on Chess Games (2015) (2)
Use of context in vision processing: an introduction to the UCVP 2009 workshop (2009) (2)
PACS: A Dataset for Physical Audiovisual CommonSense Reasoning (2022) (2)
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control (2022) (2)
Human Behavior Understanding (2014) (2)
Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies (2015) (2)
Edge Convolutional Network for Facial Action Intensity Estimation (2018) (2)
A Simple Approach to the Noisy Label Problem Through the Gambler's Loss (2019) (2)
3D Iconic Gesture Dataset (2011) (2)
Prediction of Visual Backchannels in the Absence of Visual Context Using Mutual Influence (2013) (2)
Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks (2021) (2)
Preface of pattern recognition in human computer interaction (2015) (2)
Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning (2021) (1)
Constrained Ensemble Initialization for Facial Landmark Tracking in Video (2017) (1)
Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions (2022) (1)
Introduction to the special issue on affective interaction in natural environments (2012) (1)
Perspectives on predictive power of multimodal deep learning: surprises and future directions (2018) (1)
Trimodal prediction of speaking and listening willingness to help improve turn-changing modeling (2022) (1)
Machine Learning for Affective Computing (2011) (1)
Relay Variational Inference: A Method for Accelerated Encoderless VI (2021) (1)
Turn-taking patterns in self-disclosure interactions with Virtual Agents (2010) (1)
Abduction of Mental States with a Formal Theory of Commonsense Psychology (2013) (1)
An unsupervised approach to glottal inverse filtering (2016) (1)
Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides (2022) (1)
Learning Robust Joint Representations for Multimodal Sentiment Analysis (2018) (1)
Sensing Affective Response to Visual Narratives (2019) (1)
A Shared, Modular Architecture for Developing Virtual Humans (2014) (1)
3rd international workshop on affective interaction in natural environments (AFFINE) (2010) (1)
Unsupervised Text Recap Extraction for TV Series (2016) (1)
Investigating the inﬂuence of pause ﬁllers for automatic backchannel prediction (2012) (1)
Modeling Human Communication Dynamics for Virtual Human (2013) (1)
Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach (2019) (1)
MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models (2023) (0)
Deducing the severity of psychiatric symptoms from the human voice (2017) (0)
Target Seq 2 Seq Forward Translation Forward Translation Backward Translation Backward Translation Sentiment Sentiment Prediction 1 23 4 5 Encoder RNN Decoder RNN Embedded Representation Prediction RNN (2018) (0)
YEAR 3 on a combination of audio-visual features for emotion recognition (2013) (0)
Cross Modal Content-Based Objective for Learning Adequate Multimodal Representations (2016) (0)
PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade (2019) (0)
Distribution-sensitive learning for imbalanced datasets Citation (2013) (0)
Goals, Tasks, and Bonds: Toward the Computational Assessment of Therapist Versus Client Perception of Working Alliance (2021) (0)
Behavior Dynamic : Virtual Human Animation (2017) (0)
Light Field Morphable Models (2003) (0)
Keynote - Modeling Human Communication Dynamics (2016) (0)
Towards Learning Nonverbal Identities from the Web: Automatically Identifying Visually Accentuated Words (2014) (0)
Intracranial electroencephalography reveals neurodynamics underlying face perception during real-world vision in humans (2021) (0)
Session details: 3 Vision (2012) (0)
Randomized trial of brief interpersonal psychotherapy and cognitive behavioral therapy for depression delivered both in-person and by telehealth. (2023) (0)
Isyn Initialization Minimizing E ( Φ ) Analysis Synthesis Fitted model Redirection optical ow Warp eyelids Overlay eyeballs Stage 1 : Eye region tracking Stage 2 : Eye gaze redirection Input image Iobs New gaze target g ’ Iobs (2017) (0)
Voice-based Grading of Psychiatric Disorders (2016) (0)
The impact of conformational entropy on the accuracy of the molecular docking software FlexAID in binding mode prediction (2017) (0)
Pre-Test Intervention Design Sketch Activity Post-Test Reflection (2015) (0)
Session details: Analysis and recognition (2010) (0)
APPLIED TO UNLABELLED CORPORA OF EXPRESSIVE SPEECH 1 (2013) (0)
Spontaneous smile intensity estimation by fusing saliency maps and convolutional neural networks (2019) (0)
Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction (2012) (0)
Paraphrasing Is All You Need for Novel Object Captioning (2022) (0)
HighMMT: Quantifying Modality&Interaction Heterogeneity for High-Modality Representation Learning (2022) (0)
Towards Effective and Efficient Zero-shot Learning by Fine-tuning with Task Descriptions (2019) (0)
Session details: Poster Session 1 (2014) (0)
Fifth International Workshop on Affective Interaction in Natural Environments (AFFINE 2013): Interacting with Affective Artefacts in the Wild (2013) (0)
A New Paradigm for Investigating Real-World Social Behavior and its Neural Underpinnings (2022) (0)
Multimodal Detection of Driver Distraction FINAL RESEARCH REPORT (2018) (0)
Intracranial electroencephalography reveals real world vision in humans is a contextually modulated, distributed, and active sensing process (2020) (0)
Multimodal Detection of Driver Distraction (2017) (0)
Hierarchical Seq 2 Seq : Learning Representations of Online Spoken Speech (2019) (0)
Supplementary for Neural Methods for Point-wise Dependency Estimation (2020) (0)
Language Use in Mother-Adolescent Dyadic Interaction: Preliminary Results (2022) (0)
ICMI'12: Proceedings of the ACM SIGCHI 14th International Conference on Multimodal Interaction (2012) (0)
StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations (2021) (0)
Retraction to: M111. QUANTITATIVE ASSESSMENT OF MANIA AND PSYCHOSIS DURING HOSPITALIZATION USING AUTOMATED ANALYSIS OF FACE, VOICE, AND LANGUAGE (2020) (0)
Pseudo-Encoded Stochastic Variational Inference (2019) (0)
Automatic nonverbal behavior indicators of depression and PTSD: the effect of gender (2014) (0)
MFM Neural Architecture MFM Generative Network ( b ) MFM Inference Network Inference Network Generative Network (2018) (0)
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment (2022) (0)
Modeling Spatiotemporal Multimodal Language with Recurrent Multistage Fusion (2018) (0)
Functional diversity of TMPRSS6 isoforms and variants expressed in hepatocellular carcinoma cell lines (2018) (0)
Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System (2017) (0)
Training a customizable language model for affect text generation (2019) (0)
ICMI 2011 chairs' welcome (2011) (0)
Quantifying & Modeling Feature Interactions: An Information Decomposition Framework (2023) (0)
Session details: Oral Session 4: Communication Dynamics (2015) (0)
L EARNING F ACTORIZED M ULTIMODAL R EPRESENTATIONS (2021) (0)
Dialogue Context for Visual Feedback Recognition (2007) (0)
Session details: Keynote Address 2 (2014) (0)
Multimodal Machine Learning for Social Interaction with Ageing Individuals (2021) (0)
Preserving Intermediate Objectives: One Simple Trick to Improve Learning for Hierarchical Models (2017) (0)
Session details: Gaze, gesture, and reference (Oral) (2009) (0)
SeedBERT: Recovering Annotator Rating Distributions from an Aggregated Label (2022) (0)
A Multimodal Approach to Investigate the Neural Mechanisms of Real World Social Vision (2021) (0)
What is Multimodal? (2022) (0)
Refer360^{\circ}: A Referring Expression Recognition Dataset in 360^{\circ} Images (2020) (0)
Large-scale detection of drug off-targets: hypotheses for drug repurposing and understanding side-effects (2017) (0)
Towards Speaker Adaptation for Dialogue Act Recognition (2011) (0)
1 Dialogue Context for Visual Feedback Recognition (2007) (0)
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions (2022) (0)
Real-time Head Pose Estimation Using a Webcam: Monocular Adaptive View-based Appearance Model (2008) (0)
ICMI 2016 chairs' welcome (2016) (0)
ICMI 2014 chairs' welcome (2014) (0)
Modeling Affective States of Students to Aid Intelligent Tutoring Systems (2014) (0)
Social Signals and Multimedia: Past, Present, Future (2021) (0)
ICMI 2012 chairs' welcome (2012) (0)
Can Shift : Dynamically Adjusting Word Representations Using Nonverbal Behaviours (2018) (0)
Toward Causal Understanding of Therapist-Client Relationships: A Study of Language Modality and Social Entrainment (2022) (0)
Human-Guided Modality Informativeness for Affective States (2021) (0)
Multimodal Feature Selection for Detecting Mothers' Depression in Dyadic Interactions with their Adolescent Offspring (2023) (0)

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