Papers Human Behavior Forecasting
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Social Processes: Probabilistic Meta-learning for Adaptive Multiparty Interaction Forecasting
Adaptively forecasting human behavior in social settings is an important step toward achieving Artificial General Intelligence. Most existing research in social forecasting has focused either on unfocused interactions, s…
Human Behavior ForecastingMeta-LearningPedestrian Trajectory PredictionTrajectory PredictionComparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios
Human behavior forecasting during human-human interactions is of utmost importance to provide robotic or virtual agents with social intelligence. This problem is especially challenging for scenarios that are highly drive…
Human Behavior ForecastingWeakly-supervised LearningDidn't see that coming: a survey on non-verbal social human behavior forecasting
Non-verbal social human behavior forecasting has increasingly attracted the interest of the research community in recent years. Its direct applications to human-robot interaction and socially-aware human motion generatio…
Human Behavior ForecastingMotion ForecastingMotion GenerationSocial Processes: Self-Supervised Meta-Learning over Conversational Groups for Forecasting Nonverbal Social Cues
Free-standing social conversations constitute a yet underexplored setting for human behavior forecasting. While the task of predicting pedestrian trajectories has received much recent attention, an intrinsic difference b…
Human Behavior ForecastingSocial Cue Forecasting