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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 173: Understanding Social Behavior in Dyadic and Small Group Interactions, 16 October 2021, Virtual

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Editors: Cristina Palmero, Julio C. S. Jacques Junior, Albert Clapés, Isabelle Guyon, Wei-Wei Tu, Thomas B. Moeslund, Sergio Escalera

[bib][citeproc]

Contents:

  • Preface
  • Accepted Papers

Filter Authors: Filter Titles:

Preface

Understanding Social Behavior in Dyadic and Small Group Interactions: Preface

Cristina Palmero, Julio C. S. Jacques Junior, Albert Clapés, Isabelle Guyon, Wei-Wei Tu, Thomas B. Moeslund, Sergio Escalera; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:1-3

[abs][Download PDF]

Accepted Papers

ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results

Cristina Palmero, German Barquero, Julio C. S. Jacques Junior, Albert Clapés, Johnny Núñez, David Curto, Sorina Smeureanu, Javier Selva, Zejian Zhang, David Saeteros, David Gallardo-Pujol, Georgina Guilera, David Leiva, Feng Han, Xiaoxue Feng, Jennifer He, Wei-Wei Tu, Thomas B. Moeslund, Isabelle Guyon, Sergio Escalera; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:4-52

[abs][Download PDF][Software][Supplementary PDF]

Learning Personalised Models for Automatic Self-Reported Personality Recognition

; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:53-73

[abs][Download PDF][Software]

Skeleton-based Personality Recognition using Laban Movement Analysis

Ziya Erkoç, Serkan Demirci, Sinan Sonlu, Uğur Güdükbay; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:74-87

[abs][Download PDF][Software]

Context-Aware Human Behaviour Forecasting in Dyadic Interactions

Nguyen Tan Viet Tuyen, Oya Celiktutan; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:88-106

[abs][Download PDF][Software]

Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios

German Barquero, Johnny Núñez, Zhen Xu, Sergio Escalera, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:107-138

[abs][Download PDF][Software][Supplementary PDF]

Didn’t see that coming: a survey on non-verbal social human behavior forecasting

German Barquero, Johnny Núñez, Sergio Escalera, Zhen Xu, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:139-178

[abs][Download PDF]

Head and Body Orientation Estimation with Sparse Weak Labels in Free Standing Conversational Settings

Stephanie Tan, David M.J. Tax, Hayley Hung; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:179-203

[abs][Download PDF][Supplementary PDF]

Automated Methods to Examine Nonverbal Synchrony in Dyads

Norah E. Dunbar, Judee K. Burgoon, Ken Fujiwara; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:204-217

[abs][Download PDF]

Multimodal Sentiment and Personality Perception Under Speech: A Comparison of Transformer-based Architectures

Ádám Fodor, Rachid R. Saboundji, Julio C. S. Jacques Junior, Sergio Escalera, David Gallardo-Pujol, András Lőrincz; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:218-241

[abs][Download PDF]

Cracking the Code of Live Human Social Interactions in Autism: A Review of the Eye-Tracking Literature

Sarah Laskowitz, Jason W. Griffin, Charles F. Geier, K. Suzanne Scherf; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:242-264

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Covfee: an extensible web framework for continuous-time annotation of human behavior

Jose Vargas Quiros, Stephanie Tan, Chirag Raman, Laura Cabrera-Quiros, Hayley Hung; Understanding Social Behavior in Dyadic and Small Group Interactions, PMLR 173:265-293

[abs][Download PDF][Software][Supplementary PDF]

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