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Mehrtash Harandi
Associate Professor, ECSE, Monash University
Adjunct, Australian National University
Joined
August 2018
Names
Mehrtash Harandi
(Preferred)
,
Mehrtash T. Harandi
,
Mehrtash Tafazzoli Harandi
Emails
****@monash.edu
(Confirmed)
,
****@anu.edu.au
(Confirmed)
,
****@anu.edu.au
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Associate Professor
ECSE,
Monash University
(monash.edu)
2022
–
Present
Adjunct
Australian National University
(anu.edu.au)
2012
–
Present
Assistant Professor
ECSE,
Monash University
(monash.edu)
2018
–
2022
Senior Researcher
MLRG,
CSIRO
(csiro.au)
2012
–
2018
Postdoc
CVRG,
NICTA
(nicta.com.au)
2009
–
2012
Advisors, Relations & Conflicts
Coauthor
Jianfei Cai
2023
–
Present
Coauthor
Weiyao Lin
2023
–
Present
Coauthor
Hamid Rezatofighi
2022
–
Present
Coauthor
Ehsan Abbasnejad
2022
–
Present
PhD Advisee
Jing Wu
2021
–
Present
PhD Advisee
Chengyao Qian
2021
–
Present
Coauthor
Dinh Phung
2020
–
Present
Coauthor
Trung Le
2020
–
Present
Coauthor
Munawar Hayat
2020
–
Present
Coauthor
Gholamreza Haffari
2020
–
Present
PhD Advisee
Xuelian Cheng
2019
–
Present
Coauthor
Zongyuan Ge
2018
–
Present
Coauthor
Lars Petersson
2018
–
Present
Coauthor
Ali Cheraghian
2018
–
Present
Coworker
Richard Nock
2017
–
Present
Coauthor
Yuwei Wu
2017
–
Present
Advisee
Masoud Faraki
2013
–
Present
Coworker
Richard Hartley
2012
–
Present
Coauthor
Richard Hartley
2011
–
Present
Coauthor
Hongdong Li
2011
–
Present
Coauthor
Shengping Zhang
2014
–
2018
Coauthor
Fatih Porikli
2013
–
2018
Coauthor
Mathieu Salzmann
2013
–
2018
Coworker
Mathieu Salzmann
2012
–
2018
Coworker
Antonio Robles-kelly
2012
–
2018
Coauthor
Mahsa Baktashmotlagh
2011
–
2018
Coauthor
Mahsa Baktashmotlagh
2011
–
2018
Coauthor
Mathieu Salzmann
2013
–
2016
Coauthor
Conrad Sanderson
2011
–
2016
Coauthor
Chunhua Shen
2013
–
2015
Coauthor
Pong chi Yuen
2014
–
2014
Coauthor
Arnold Wiliem
2012
–
2014
Coauthor
Sadeep Jayasumana
2011
–
2014
Coauthor
Azadeh Alavi
2011
–
2014
Postdoc Advisor
Brian Lovell
2011
–
2014
Coauthor
Shaokang Chen
2011
–
2014
Coauthor
Azadeh Alavi
2011
–
2014
Advisor
Babak N Araabi
2003
–
2009
Advisor
Majid Nili Ahmadabadi
2003
–
2009
Expertise
Deep Learning
2013
–
Present
Riemannian Geometry
2010
–
Present
Computer Vision
2003
–
Present
Machine Learning
2003
–
Present
Publications
Bags of affine subspaces for robust object tracking
Sareh Rowlands
,
Conrad Sanderson
,
Christopher McCool
,
Mehrtash Harandi
15 Nov 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Block Mean Approximation for Efficient Second Order Optimization
Yao Lu
,
Mehrtash Harandi
,
Razvan Pascanu
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Devon: Deformable Volume Network for Learning Optical Flow
Yao Lu
,
Jack Valmadre
,
Heng Wang
,
Juho Kannala
,
Mehrtash Harandi
,
Philip Torr
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Learning to Optimize on Riemannian Manifolds
Zhi Gao
,
Yuwei Wu
,
Xiaomeng Fan
,
Mehrtash Harandi
,
Yunde Jia
Published: 01 Jan 2023, Last Modified: 17 May 2023
IEEE Trans. Pattern Anal. Mach. Intell. 2023
Readers:
Everyone
Curvature-Adaptive Meta-Learning for Fast Adaptation to Manifold Data
Zhi Gao
,
Yuwei Wu
,
Mehrtash Harandi
,
Yunde Jia
2023 (modified: 15 Apr 2023)
IEEE Trans. Pattern Anal. Mach. Intell. 2023
Readers:
Everyone
LAVA:Label-efficient Visual Learning and Adaptation
Islam Nassar
,
Munawar Hayat
,
Ehsan Abbasnejad
,
Hamid Rezatofighi
,
Mehrtash Harandi
,
Gholamreza Haffari
2023 (modified: 15 Apr 2023)
WACV 2023
Readers:
Everyone
Vector Quantized Wasserstein Auto-Encoder
Tung-Long Vuong
,
Trung Le
,
He Zhao
,
Chuanxia Zheng
,
Mehrtash Harandi
,
Jianfei Cai
,
Dinh Q. Phung
Published: 01 Jan 2023, Last Modified: 16 May 2023
CoRR 2023
Readers:
Everyone
Hyperbolic Geometry in Computer Vision: A Survey
Pengfei Fang
,
Mehrtash Harandi
,
Trung Le
,
Dinh Q. Phung
Published: 01 Jan 2023, Last Modified: 16 May 2023
CoRR 2023
Readers:
Everyone
Exploring Data Geometry for Continual Learning
Zhi Gao
,
Chen Xu
,
Feng Li
,
Yunde Jia
,
Mehrtash Harandi
,
Yuwei Wu
Published: 01 Jan 2023, Last Modified: 17 May 2023
CoRR 2023
Readers:
Everyone
Exploring Data Geometry for Continual Learning
Zhi Gao
,
Chen Xu
,
Feng Li
,
Yunde Jia
,
Mehrtash Harandi
,
Yuwei Wu
Published: 01 Jan 2023, Last Modified: 06 Nov 2023
CVPR 2023
Readers:
Everyone
View all 199 publications
Co-Authors
Abbas Bigdeli
Abbas S. Milani
Adam Postula
Ali Cheraghian
Ali Emami
Amir Nazemi
Andres Sanin
Anoop Cherian
Apurva Narayan
Arnold Wiliem
Azadeh Alavi
Babak Nadjar Araabi
Basura Fernando
Brian C. Lovell
C. Chandra Sekhar
Chellu Chandra Sekhar
Chellu Chandra Shekhar
Chen Xu
Chris McCool
Christian Simon
Christian Walder
Christopher McCool
Chuang Gan
Chuanxia Zheng
Chunhua Shen
View all 153 co-authors