Data-driven image analysis, modeling, synthesis and anomaly localization techniques 

Human appearance analysis and synthesis using deep learning 

Texture processing for image/video coding and super-resolution applications 

Rapid creation of photorealistic virtual reality content with consumer depth cameras 

Scalable dynamic digital humans 

Multi-scale dynamic capture for high quality digital humans 

Algorithms for stochastic Galerkin projections: solvers, basis adaptation and multiscale modeling and reduction 

Interactive rapid part-based 3d modeling from a single image and its applications 

USC Computer Science Technical Reports, no. 874 (2006) 

Landmark-free 3D face modeling for facial analysis and synthesis 

User-centered computing and design in ESP: a driving interface for musical expression synthesis 

The implementation of data-driven techniques for the synthesis and optimization of colloidal inorganic nanocrystals 

Data-efficient image and vision-and-language synthesis and classification 

Multi-scale quantum dynamics and machine learning for next generation energy applications 

Green image generation and label transfer techniques 

Effective data representations for deep human digitization 

Processing, mechanical behavior and biocompatibility of ultrafine grained zirconium fabricated by accumulative roll bonding 

Face recognition and 3D face modeling from images in the wild 

Synthesis and mechanical behavior of highly nanotwinned metals 

Solution-phase synthesis of metal chalcogenide nanocrystals at low temperatures using dialkyl dichalcogenide precursors 

Synthesis, analysis and segmentation of real textures 

Analysis, recognition and synthesis of facial gestures 

Textured image segmentation 

Large-scale molecular dynamics simulations of nano-structured materials 

Data -driven facial animation synthesis by learning from facial motion capture data