Multimodality, context and continuous dynamics for recognition and analysis of emotional states, and applications in healthcare 

Decentralized real-time trajectory planning for multi-robot navigation in cluttered environments 

Advanced coronary CT angiography image processing techniques 

Computational modeling of human interaction behavior towards clinical translation in autism spectrum disorder 

Recognition and characterization of unstructured environmental sounds 

Estimation of graph Laplacian and covariance matrices 

Correction, coregistration and connectivity analysis of multi-contrast brain MRI 

Nonlinear models for hippocampal synapses for multi-scale modeling 

Machine learning paradigms for behavioral coding 

New theory and methods for accelerated MRI reconstruction 

Identifying and leveraging structure in complex cooperative tasks for multi-agent reinforcement learning 

Understanding the impact of cell-to-cell variability on intracellular signaling in CAR cells through mathematical modeling 

Machine learning and image processing of fluorescence lifetime imaging microscopy enables tracking and analysis of subcellular metabolism 

Extending multiplexing capabilities with lifetime and hyperspectral fluorescence imaging 

Multiplexing live 5d imaging with multispectral fluorescence: Advanced unmixing through simulation and machine learning 

Efficient and accurate in-network processing for monitoring applications in wireless sensor networks 

Probabilistic maps: computation and applications for multi-agent problems 

Efficient pipelines for vision-based context sensing 

Data-driven multi-fidelity modeling for physical systems 

Characterization of visual cortex function in late-blind individuals with retinitis pigmentosa and Argus II patients 

Modeling and regulating human interaction with control affine dynamical systems 

Representation, classification and information fusion for robust and efficient multimodal human states recognition 

Understanding human-building interactions through perceptual decision-making processes 

Multimodal representation learning of affective behavior 

Managing multi-party social dynamics for socially assistive robotics