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Defining the technology of today and tomorrow.

Philosophy

We strive to create an environment conducive to many different types of research across many different time scales and levels of risk.
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Philosophy

People

Our researchers drive advancements in computer science through both fundamental and applied research.
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People
Research areas

Explore all research areas

Explore all research areas

Foundational ML & Algorithms

Algorithms & Theory

Data Management

Data Mining & Modeling

Information Retrieval & the Web

Machine Intelligence

Machine Perception

Machine Translation

Natural Language Processing

Speech Processing

Algorithms & Theory

Data Management

Data Mining & Modeling

Information Retrieval & the Web

Machine Intelligence

Machine Perception

Machine Translation

Natural Language Processing

Speech Processing

Computing Systems & Quantum AI

Distributed Systems & Parallel Computing

Hardware & Architecture

Mobile Systems

Networking

Quantum Computing

Robotics

Security, Privacy, & Abuse Prevention

Software Engineering

Software Systems

Distributed Systems & Parallel Computing

Hardware & Architecture

Mobile Systems

Networking

Quantum Computing

Robotics

Security, Privacy, & Abuse Prevention

Software Engineering

Software Systems

Science, AI & Society

Climate & Sustainability

Economics & Electronic Commerce

Education Innovation

General Science

Health & Bioscience

Human-Computer Interaction and Visualization

Climate & Sustainability

Economics & Electronic Commerce

Education Innovation

General Science

Health & Bioscience

Human-Computer Interaction and Visualization
Projects

We regularly open-source projects with the broader research community and apply our developments to Google products.
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Projects

Publications

Publishing our work allows us to share ideas and work collaboratively to advance the field of computer science.
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Publications

Resources

We make products, tools, and datasets available to everyone with the goal of building a more collaborative ecosystem.
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Resources
Shaping the future, together.
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Student programs

Supporting the next generation of researchers through a wide range of programming.
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Student programs

Faculty programs

Participating in the academic research community through meaningful engagement with university faculty.
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Faculty programs

Conferences & events

Connecting with the broader research community through events is essential for creating progress in every aspect of our work.
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Conferences & events

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Careers
Blog

Ignacio Garcia-Dorado

Ignacio Garcia-Dorado

Research Areas

Authored Publications

Google

Better Compression with Deep Pre-Editing

Damien Kelly

Feng Yang

Hossein Talebi

Ignacio Garcia Dorado

Michael Elad

Peyman Milanfar

Xiyang Luo

IEEE Transactions on Image Processing (2021)

Polyblur: Removing mild blur by polynomial reblurring

Mauricio Delbracio

Ignacio Garcia Dorado

Sungjoon Choi

Damien Kelly

Peyman Milanfar

IEEE Transactions on Computational Imaging (2021)

Image Stylization: From predefined to personalized

Ignacio Garcia Dorado

Pascal Getreuer

Bart Wronski

Peyman Milanfar

IET Computer Vision, Computer Vision for the Creative Industries (2020), pp. 14

Handheld Multi-Frame Super-Resolution

Bartlomiej Wronski

Ignacio Garcia-Dorado

Manfred Ernst

Damien Kelly

Michael Krainin

Chia-Kai Liang

Marc Levoy

Peyman Milanfar

ACM Transactions on Graphics (TOG), 38 (2019), pp. 18

BLADE: Filter Learning for General Purpose Image Processing

Pascal Getreuer

Ignacio Garcia-Dorado

John Isidoro

Sungjoon Choi

Frank Ong

Peyman Milanfar

International Conference on Computational Photography (2018)

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