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We present a framework for modeling interactional communication in dyadic conversations: given multimodal inputs of a speaker, we autoregressively output multiple possibilities of corresponding listener motion.
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Whose gaze will infants follow? the elicitation of gaze-following in 12-month-olds
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A morphable model for the synthesis of 3d faces
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The power of a nod and a glance: Envelope vs. emotional feedback in animated conversational agents
Justine Cassell and Kristinn R. Thorisson · 1999
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Windowed cross-correlation and peak picking for the analysis of variability in the association between behavioral time series
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Virtual rapport
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Iemocap: Interactive emotional dyadic motion capture database
Carlos Busso, Murtaza Bulut, Chi-Chun Lee, Abe Kazemzadeh, Emily Mower, Samuel Kim, Jeannette N Chang, Sungbok Lee, and Shrikanth S Narayanan · 2008
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Li Zhang, Noah Snavely, Brian Curless, and Steven M Seitz · 2008
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Automated measurement of facial expression in infant–mother interaction: A pilot study
Daniel S. Messinger, Mohammad H. Mahoor, Sy-Miin Chow, and Jeffrey F. Cohn · 2009
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A 3d face model for pose and illumination invariant face recognition
Pascal Paysan, Reinhard Knothe, Brian Amberg, Sami Romdhani, and Thomas Vetter · 2009
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Facilitating multiparty dialog with gaze, gesture, and speech
Dan Bohus and Eric Horvitz · 2010
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Virtual rapport 2.0
Lixing Huang, Louis-Philippe Morency, and Jonathan Gratch · 2011
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Believable virtual characters in human-computer dialogs
Yvonne Jung, Arjan Kuijper, Dieter W Fellner, Michael Kipp, Jan Miksatko, Jonathan Gratch, and Daniel Thalmann · 2011
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Facewarehouse: A 3d facial expression database for visual computing
Chen Cao, Yanlin Weng, Shun Zhou, Yiying Tong, and Kun Zhou · 2013
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Frame-differencing methods for measuring bodily synchrony in conversation
Alexandra Paxton and Rick Dale · 2013
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Nonverbal synchrony of head- and body-movement in psychotherapy: different signals have different associations with outcome
Fabian Ramseyer and Wolfgang Tschacher · 2014
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Unsupervised synchrony discovery in human interaction
W. Chu, J. Zeng, F. De la Torre, J. F. Cohn, and D. S. Messinger · 2015
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A century of portraits: A visual historical record of american high school yearbooks
Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, and Alexei A Efros · 2015
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Infants time their smiles to make their moms smile
To react or not to react: End-to-end visual pose forecasting for personalized avatar during dyadic conversations
Chaitanya Ahuja, Shugao Ma, Louis-Philippe Morency, and Yaser Sheikh · 2019
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Structured prediction helps 3d human motion modelling
Emre Aksan, Manuel Kaufmann, and Otmar Hilliges · 2019
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Learning individual styles of conversational gesture
Shiry Ginosar, Amir Bar, Gefen Kohavi, Caroline Chan, Andrew Owens, and Jitendra Malik · 2019
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The curious case of neural text degeneration
Ari Holtzman, Jan Buys, Li Du, Maxwell Forbes, and Yejin Choi · 2019
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Learning non-verbal behavior for a social robot from youtube videos
Patrik Jonell, Taras Kucherenko, Erik Ekstedt, and Jonas Beskow · 2019
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Paul Ruvolo, Daniel Messinger, and Javier Movellan · 2015
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Automated video analysis of non-verbal communication in a medical setting
Yuval Hart, Efrat Czerniak, Orit Karnieli-Miller, Avraham E. Mayo, Amitai Ziv, Anat Biegon, Atay Citron, and Uri Alon · 2016
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Behavioural facial animation using motion graphs and mind maps
José Serra, Verónica Orvalho, and Darren Cosker · 2016
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Learn2smile: Learning non-verbal interaction through observation
Will Feng, Anitha Kannan, Georgia Gkioxari, and Larry Zitnick · 2017
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A reduced-dimensionality approach to uncovering dyadic modes of body motion in conversations
Guy Gaziv, Lior Noy, Yuvalal Liron, and Uri Alon · 2017
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Predicting head pose in dyadic conversation
David Greenwood, Stephen Laycock, and Iain Matthews · 2017
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Cnn architectures for large-scale audio classification
Shawn Hershey, Sourish Chaudhuri, Daniel PW Ellis, Jort F Gemmeke, Aren Jansen, R Channing Moore, Manoj Plakal, Devin Platt, Rif A Saurous, Bryan Seybold, et al · 2017
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Towards social artificial intelligence: Nonverbal social signal prediction in a triadic interaction
Hanbyul Joo, Tomas Simon, Mina Cikara, and Yaser Sheikh · 2019
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Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
Jiasen Lu, Dhruv Batra, Devi Parikh, and Stefan Lee · 2019
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Multimodal transformer for unaligned multimodal language sequences
Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J Zico Kolter, Louis-Philippe Morency, and Ruslan Salakhutdinov · 2019
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Feedback delays can enhance anticipatory synchronization in human-machine interaction
Auriel Washburn, Rachel W Kallen, Maurice Lamb, Nigel Stepp, Kevin Shockley, and Michael J Richardson · 2019
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No gestures left behind: Learning relationships between spoken language and freeform gestures
Chaitanya Ahuja, Dong Won Lee, Ryo Ishii, and Louis-Philippe Morency · 2020
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Long-term human motion prediction with scene context
Zhe Cao, Hang Gao, Karttikeya Mangalam, Qi-Zhi Cai, Minh Vo, and Jitendra Malik · 2020
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Synchronized affect in shared experiences strengthens social connection, Jan 2020
Jin Hyun Cheong, Zainab Molani, Sushmita Sadhukha, and Luke J Chang · 2020
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Moglow: Probabilistic and controllable motion synthesis using normalising flows
Gustav Eje Henter, Simon Alexanderson, and Jonas Beskow · 2020
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Let’s face it: Probabilistic multi-modal interlocutor-aware generation of facial gestures in dyadic settings
Patrik Jonell, Taras Kucherenko, Gustav Eje Henter, and Jonas Beskow · 2020
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Learning to generate diverse dance motions with transformer
Jiaman Li, Yihang Yin, Hang Chu, Yi Zhou, Tingwu Wang, Sanja Fidler, and Hao Li · 2020
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Generating 3d people in scenes without people
Yan Zhang, Mohamed Hassan, Heiko Neumann, Michael J Black, and Siyu Tang · 2020
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Taming transformers for high-resolution image synthesis
Patrick Esser, Robin Rombach, and Bjorn Ommer · 2021
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Learning an animatable detailed 3D face model from in-the-wild images
Yao Feng, Haiwen Feng, Michael J. Black, and Timo Bolkart · 2021
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Perceiver io: A general architecture for structured inputs & outputs
Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac, Carl Doersch, Catalin Ionescu, David Ding, Skanda Koppula, Daniel Zoran, Andrew Brock, Evan Shelhamer, et al · 2021
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Learn to dance with aist++: Music conditioned 3d dance generation
Ruilong Li, Shan Yang, David A Ross, and Angjoo Kanazawa · 2021
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Body2hands: Learning to infer 3d hands from conversational gesture body dynamics
Evonne Ng, Shiry Ginosar, Trevor Darrell, and Hanbyul Joo · 2021
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Action-conditioned 3d human motion synthesis with transformer vae
Mathis Petrovich, Michael J Black, and Gül Varol · 2021
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A conversational agent framework with multi-modal personality expression
Sinan Sonlu, Uğur Güdükbay, and Funda Durupinar · 2021
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