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Proceedings of Machine Learning Research

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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

[abs][Download PDF]

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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