Anton Milan

Researcher, Amazon

Joined

February 2019

Names

Anton Milan

Emails

****@adelaide.edu.au (Confirmed)

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

****@amazon.de (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2017 – Present

Postdoc

University of Adelaide (adelaide.edu.au)

2013 – 2017

PhD student

Technische Universität Darmstadt (tu-darmstadt.de)

2009 – 2013

Advisors, Relations & Conflicts

Coauthor

Laura Leal-Taixé

2014 – Present

Coauthor

S. Hamid Rezatofighi

2014 – Present

Advisor

Konrad Schindler

2011 – Present

Coauthor

Konrad Schindler

2011 – 2017

Coauthor

Mykhaylo Andriluka

2011 – 2014

Coauthor

Thomas Moeslund

2011 – 2014

Coauthor

Anthony Dick

2011 – 2014

Coauthor

Ian Reid

2011 – 2014

Coauthor

Bernt Schiele

2011 – 2014

Coauthor

Siyu Tang

2011 – 2014

Advisor

Stefan Roth

2010 – 2013

Expertise

vision-language models

2023 – 2024

self-supervised learning

2022 – 2024

classification

2019 – 2024

segmentation

2015 – 2020

feature matching

2015 – 2017

multi-object tracking

2009 – 2017

Publications

Learn to Predict Sets Using Feed-Forward Neural Networks
Hamid Rezatofighi, Tianyu Zhu, Roman Kaskman, Farbod T. Motlagh, Javen Qinfeng Shi, Anton Milan, Daniel Cremers, Laura Leal-Taixé, Ian D. Reid
- 2022 (modified: 17 Apr 2023)
- IEEE Trans. Pattern Anal. Mach. Intell. 2022
- Readers: Everyone
Multiple object tracking: A literature review
Wenhan Luo, Junliang Xing, Anton Milan, Xiaoqin Zhang, Wei Liu, Tae-Kyun Kim
- 2021 (modified: 20 Jul 2025)
- Artif. Intell. 2021
- Readers: Everyone
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking
Patrick Dendorfer, Aljosa Osep, Anton Milan, Konrad Schindler, Daniel Cremers, Ian Reid, Stefan Roth, Laura Leal-Taixé
- 2021 (modified: 24 Nov 2022)
- Int. J. Comput. Vis. 2021
- Readers: Everyone
RefineNet: Multi-Path Refinement Networks for Dense Prediction
Guosheng Lin, Fayao Liu, Anton Milan, Chunhua Shen, Ian D. Reid
- 2020 (modified: 10 Oct 2022)
- IEEE Trans. Pattern Anal. Mach. Intell. 2020
- Readers: Everyone
Learn to Predict Sets Using Feed-Forward Neural Networks
Hamid Rezatofighi, Roman Kaskman, Farbod T. Motlagh, Qinfeng Shi, Anton Milan, Daniel Cremers, Laura Leal-Taixé, Ian D. Reid
- 2020 (modified: 10 Oct 2022)
- CoRR 2020
- Readers: Everyone
MOT20: A benchmark for multi object tracking in crowded scenes
Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian D. Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixé
- 2020 (modified: 10 Oct 2022)
- CoRR 2020
- Readers: Everyone
MOTChallenge: A Benchmark for Single-camera Multiple Target Tracking
Patrick Dendorfer, Aljosa Osep, Anton Milan, Konrad Schindler, Daniel Cremers, Ian D. Reid, Stefan Roth, Laura Leal-Taixé
- 2020 (modified: 10 Oct 2022)
- CoRR 2020
- Readers: Everyone
CVPR19 Tracking and Detection Challenge: How crowded can it get?
Patrick Dendorfer, Seyed Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian D. Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixé
- 2019 (modified: 10 Oct 2022)
- CoRR 2019
- Readers: Everyone
Semantic Segmentation from Limited Training Data
Anton Milan, Trung Pham, K. Vijay, Douglas Morrison, Adam W. Tow, L. Liu, J. Erskine, R. Grinover, A. Gurman, T. Hunn, N. Kelly-Boxall, D. Lee, M. McTaggart, G. Rallos, A. Razjigaev, T. Rowntree, T. Shen, R. Smith, S. Wade-McCue, Zheyu Zhuang et al. (5 additional authors not shown)
- 2018 (modified: 10 Oct 2022)
- ICRA 2018
- Readers: Everyone
Cartman: The Low-Cost Cartesian Manipulator that Won the Amazon Robotics Challenge
Douglas Morrison, Adam W. Tow, M. McTaggart, R. Smith, N. Kelly-Boxall, S. Wade-McCue, J. Erskine, R. Grinover, A. Gurman, T. Hunn, D. Lee, Anton Milan, Trung Pham, G. Rallos, A. Razjigaev, T. Rowntree, K. Vijay, Zheyu Zhuang, Christopher F. Lehnert, Ian David Reid et al. (2 additional authors not shown)
- 2018 (modified: 10 Oct 2022)
- ICRA 2018
- Readers: Everyone

View all 30 publications

Co-Authors

View all 64 co-authors