Markus Hagenbuchner

Joined

February 2019

Names

Markus Hagenbuchner

Emails

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

Personal Links

Career & Education History

Assistant Professor

School of Computing and IT, University of Wollongong (uow.edu.au)

2002 – 2024

Advisors, Relations & Conflicts

Coauthor

2014 – 2014

Coauthor

Hans Kestler

1999 – 1999

Expertise

Machine Learning

Present

Neural Networks

Present

Learning Algorithms

Present

Publications

On the effects of recursive convolutional layers in convolutional neural networks
Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli
- Neurocomputing 2024
- Readers: Everyone
Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection
Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- IEEE Trans. Neural Networks Learn. Syst. 2023
- Readers: Everyone
Embedding the Self-Organisation of Deep Feature Maps in the Hamburger Framework can Yield Better and Interpretable Results
Jack Humphreys, Markus Hagenbuchner, Zhiyong Wang, Ah Chung Tsoi
- IJCNN 2023
- Readers: Everyone
Mitigating the Adverse Effects of Long-Tailed Data on Deep Learning Models
Din Muhammad Sangrasi, Lei Wang, Markus Hagenbuchner, Peng Wang
- AusDM 2023
- Readers: Everyone
Going Deeper with Recursive Convolutional Layers
Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli
- Published: 01 Jan 2023, Last Modified: 23 Sept 2023
- IJCNN 2023
- Readers: Everyone
Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network
Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang
- 2022 (modified: 15 Nov 2022)
- WACV 2022
- Readers: Everyone
Topic-Guided Local-Global Graph Neural Network For Image Captioning
Jichao Kan, Kun Hu, Zhiyong Wang, Qiuxia Wu, Markus Hagenbuchner, Ah Chung Tsoi
- 2021 (modified: 15 Nov 2022)
- ICME Workshops 2021
- Readers: Everyone
Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network
Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang
- 2021 (modified: 15 Nov 2022)
- CoRR 2021
- Readers: Everyone
A Study on the effects of recursive convolutional layers in convolutional neural networks
Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
- Published: 01 Jan 2021, Last Modified: 23 Sept 2023
- Neurocomputing 2021
- Readers: Everyone
Embedding of FRPN in CNN architecture
Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
- Published: 01 Jan 2020, Last Modified: 23 Sept 2023
- ESANN 2020
- Readers: Everyone

View all 64 publications

Co-Authors

View all 56 co-authors