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Irfan Essa
Principal Researcher, Google DeepMind
Full Professor, College of Computing, Georgia Institute of Technology
Joined
March 2017
Names
Irfan Essa
(Preferred)
,
Irfan A. Essa
,
Irfan Aziz Essa
,
I. A. Essa
,
I. Essa
Emails
****@cc.gatech.edu
(Confirmed)
,
****@gatech.edu
(Confirmed)
,
****@google.com
(Confirmed)
,
****@cc.gatech.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Wikipedia
Semantic Scholar
Career & Education History
Principal Researcher
Google DeepMind
(google.com)
2010
–
Present
Full Professor
College of Computing,
Georgia Institute of Technology
(gatech.edu)
1996
–
Present
Advisors, Relations & Conflicts
Advisee
Varun Agrawal
2016
–
2019
PhD Advisee
Aneeq Zia
2013
–
2019
PhD Advisee
Unaiza Ahsan
2012
–
2019
PhD Advisee
Daniel Alejandro Castro Chin
2013
–
2018
Coauthor
Henrik Christensen
2012
–
2018
Coauthor
Michael Stilman
2012
–
2018
Coauthor
Aaron Bobick
1992
–
2018
Coauthor
Caroline Pantofaru
2016
–
2016
Coauthor
Caroline Pantofaru
2016
–
2016
PhD Advisee
Aneeq Zia
2015
–
2016
PhD Advisee
Vinay Bettadapura
2012
–
2016
PhD Advisee
Yachna Sharma
2011
–
2016
Coauthor
David Anderson
2015
–
2015
Coauthor
Ahmad Humayun
2015
–
2015
Coauthor
Cheng Zhang
2015
–
2015
Coauthor
David Anderson
2015
–
2015
Coauthor
Hui Cheng
2011
–
2015
Coauthor
Grant Schindler
2011
–
2015
Coauthor
Hui Cheng
2011
–
2015
Coauthor
Harpreet Sawhney
2011
–
2015
Coauthor
Omar Javed
2011
–
2015
Coauthor
Steven Hickson
2011
–
2015
Coauthor
Omar Javed
2011
–
2015
Coauthor
Aveek Das
2011
–
2015
PhD Advisee
Matthias Grundmann
2008
–
2015
PhD Advisee
Matthias Grundmann
2008
–
2015
Coauthor
Irfan Essa
1990
–
2015
Coauthor
Andrew Mccaskie
2014
–
2014
Coauthor
Sandeep Deshmukh
2014
–
2014
Coauthor
Andrew Mccaskie
2014
–
2014
Coauthor
Roisin Mcnaney
2014
–
2014
Coauthor
Sebastian Mellor
2014
–
2014
Coauthor
Vivek Kwatra
2011
–
2014
Coauthor
Stan Birchfield
2011
–
2014
Coauthor
Yin Li
2011
–
2014
Coauthor
Sudheendra Vijayanarasimhan
2011
–
2014
Coauthor
Rahul Sukthankar
2011
–
2014
Coauthor
Marc Pollefeys
2011
–
2014
Coauthor
Fuxin Li
2011
–
2014
Coauthor
Jing Wang
2011
–
2014
Coauthor
Patrick Olivier
2011
–
2014
Coauthor
Yin Li
2011
–
2014
Coauthor
Raffay Hamid
2011
–
2014
Coauthor
Judy Hoffman
2011
–
2014
Coauthor
Jing Wang
2011
–
2014
Coauthor
Jianming Zhang
2011
–
2014
Coauthor
Alan Fern
2011
–
2014
Coauthor
Agata Rozga
2011
–
2014
Coauthor
Chanho Kim
2011
–
2014
PhD Advisee
Syed Raza
2011
–
2014
PhD Advisee
Hussain Raza
2011
–
2014
Coauthor
Jessica Hodgins
2010
–
2014
Coauthor
Sangmin Oh
2009
–
2014
Coauthor
Sing bing Kang
2009
–
2014
Coauthor
Antonio Criminisi
2007
–
2014
Coauthor
John Winn
2007
–
2014
PhD Advisee
Kihwan Kim
2006
–
2014
Coauthor
James Rehg
2005
–
2014
Coauthor
Raffay Hamid
2003
–
2014
Coauthor
Stan Sclaroff
1992
–
2014
Coauthor
Mark a. Clements
2013
–
2013
Coauthor
Fuxin Li
2012
–
2013
Coauthor
Iain Matthews
2010
–
2010
Coauthor
Mei Han
2010
–
2010
Coauthor
Atsushi Nakazawa
2009
–
2009
Coauthor
Nicolas Padoy
2007
–
2007
Coauthor
Marie-odile Berger
2007
–
2007
Coauthor
Nassir Navab
2007
–
2007
Coauthor
Nicolas Padoy
2007
–
2007
Coauthor
Andrzej Szymczak
2006
–
2006
Coauthor
James Hays
2004
–
2004
PhD Advisee
Gabriel Brostow
1999
–
2004
Coauthor
Jun Xu
2003
–
2003
Coauthor
Jun Xu
2003
–
2003
Coauthor
Richard Szeliski
2000
–
2000
Coauthor
Myron Flickner
2000
–
2000
Coauthor
Trevor Darrell
1994
–
1996
Expertise
Computer Vision
Present
Machine Learning
Present
Artificial Intelligence
Present
Computational Photography
Present
Robotics
Present
Computer Gtaphics
Present
Information Technology Research
Present
NRI-National Robotics Initiatives
Present
Natl Robotics Initiative (NRI)
Present
Human-computer Interaction
Present
Human-Robot Interaction
Present
Publications
HALO: Human-Aligned End-to-end Image Retargeting with Layered Transformations
Yiran Xu
,
Harris Shadmany
,
Siqi Xie
,
Yinxiao Li
,
Luciano Sbaiz
,
Miaosen Wang
,
Junjie Ke
,
Jose Lezama
,
Hang Qi
,
Han Zhang
,
Jesse Berent
,
Ming-Hsuan Yang
,
Irfan Essa
,
Jia-Bin Huang
,
Feng Yang
Submitted to ICLR 2025
Readers:
Everyone
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
Gong Zhang
,
Kihyuk Sohn
,
Meera Hahn
,
Humphrey Shi
,
Irfan Essa
NeurIPS 2024 poster
Readers:
Everyone
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition
Harish Haresamudram
,
Irfan Essa
,
Thomas Plötz
Sensors 2024
Readers:
Everyone
VideoPoet: A Large Language Model for Zero-Shot Video Generation
Dan Kondratyuk
,
Lijun Yu
,
Xiuye Gu
,
Jose Lezama
,
Jonathan Huang
,
Grant Schindler
,
Rachel Hornung
,
Vighnesh Birodkar
,
Jimmy Yan
,
Ming-Chang Chiu
,
Krishna Somandepalli
,
Hassan Akbari
,
Yair Alon
,
Yong Cheng
,
Joshua V. Dillon
,
Agrim Gupta
,
Meera Hahn
,
Anja Hauth
,
David Hendon
,
Alonso Martinez
et al. (11 additional authors not shown)
ICML 2024 Oral
Readers:
Everyone
CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers
Andrew Marmon
,
Grant Schindler
,
José Lezama
,
Dan Kondratyuk
,
Bryan Seybold
,
Irfan Essa
CoRR 2024
Readers:
Everyone
SLAIM: Robust Dense Neural SLAM for Online Tracking and Mapping
Vincent Cartillier
,
Grant Schindler
,
Irfan Essa
CVPR Workshops 2024
Readers:
Everyone
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
Seung Hyun Lee
,
Yinxiao Li
,
Junjie Ke
,
Innfarn Yoo
,
Han Zhang
,
Jiahui Yu
,
Qifei Wang
,
Fei Deng
,
Glenn Entis
,
Junfeng He
,
Gang Li
,
Sangpil Kim
,
Irfan Essa
,
Feng Yang
CoRR 2024
Readers:
Everyone
Cropper: Vision-Language Model for Image Cropping through In-Context Learning
Seung Hyun Lee
,
Junjie Ke
,
Yinxiao Li
,
Junfeng He
,
Steven Hickson
,
Katie Datsenko
,
Sangpil Kim
,
Ming-Hsuan Yang
,
Irfan Essa
,
Feng Yang
CoRR 2024
Readers:
Everyone
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them
Harish Haresamudram
,
Apoorva Beedu
,
Mashfiqui Rabbi
,
Sankalita Saha
,
Irfan Essa
,
Thomas Ploetz
CoRR 2024
Readers:
Everyone
View all 291 publications
Co-Authors
A. J. Piergiovanni
Aaron F. Bobick
Abdelkareem Bedri
Abhishek Das
Abhishek Kadian
Adrian Hilton
Agata Rozga
Agrim Gupta
Ahmad Humayun
Alan Fern
Albert Shaw
Alex Memory
Alex Pentland
Alexander G Hauptmann
Alexander G. Hauptmann
Ali Azarbayejani
Alireza Fathi
Alonso Martinez
Aman Parnami
Amanda Gentzel
Amirreza Shaban
Amos Y. Johnson
Andrew Emmott
Andrew Hung
Andrew Marmon
View all 410 co-authors