Research

Select Publications

Audio-Driven Facial Animation by Joint End-to-End Learning of Pose and Emotion

"Audio-Driven Facial Animation by Joint End-to-End Learning of Pose and Emotion"
Tero Karras (NVIDIA), Timo Aila (NVIDIA), Samuli Laine (NVIDIA), Antti Herva (Remedy Entertainment), Jaakko Lehtinen (NVIDIA and Aalto University), in ACM Transactions on Graphics (Proc. SIGGRAPH 2017), July 2017

Reconstructing Intensity Images from Binary Spatial Gradient Cameras

"Reconstructing Intensity Images from Binary Spatial Gradient Cameras"
Suren Jayasuriya (CMU), Orazio Gallo (NVIDIA), Jinwei Gu (NVIDIA), Timo Aila (NVIDIA), Jan Kautz (NVIDIA), in IEEE Workshop on Embedded Vision (CVPR), July 2017

Reflectance Estimation On-The-Fly

"Reflectance Estimation On-The-Fly"
Kihwan Kim (NVIDIA), May 2017

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU

"Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU"
Iuri Frosio (NVIDIA), Stephen Tyree (NVIDIA), Jason Clemons (NVIDIA), Jan Kautz (NVIDIA), Mohammad Babaeizadeh (University of Illinois at Urbana-Champaign), in Proceeding of ICLR 2017, April 2017

Computational Zoom: A Framework for Post-Capture Image Composition

"Computational Zoom: A Framework for Post-Capture Image Composition"
Abhishek Badki (UCSB), Orazio Gallo (NVIDIA), Jan Kautz (NVIDIA), Pradeep Sen (UCSB), in ACM SIGGRAPH, July 2017