Bernd Meyer

Full Professor, Monash University

Joined

July 2019

Names

Bernd Meyer

Emails

****@monash.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Monash University (monash.edu)

2014 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Bioacoustics

2019 – Present

Collective Behaviour

2004 – Present

Publications

Using Assistance Rewards Without Introducing Bias: Overcoming Sparse Rewards in Multi-Agent Reinforcement Learning
Yue Yang, Bernd Meyer, Frits de Nijs
- AAMAS
- Readers: Everyone
Layer-wise Knowledge Distillation from a Pretrained Network Improves Hypernetwork Convergence
Prabhash Kumarasinghe, Bernd Meyer, Anuja Dharmaratne
- Submitted to ICLR 2026
- Readers: Everyone
Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking
Chamath Abeysinghe, Chris Reid, Hamid Rezatofighi, Bernd Meyer
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices
Md Mohaimenuzzaman, Christoph Bergmeir, Ian Thomas West, Bernd Meyer
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- Pattern Recognit. 2023
- Readers: Everyone
Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-Devices
Md Mohaimenuzzaman, Christoph Bergmeir, Bernd Meyer
- Published: 01 Jan 2022, Last Modified: 13 May 2023
- IEEE Access 2022
- Readers: Everyone
Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-devices
Md Mohaimenuzzaman, Christoph Bergmeir, Bernd Meyer
- Published: 01 Jan 2021, Last Modified: 13 May 2023
- CoRR 2021
- Readers: Everyone
Environmental Sound Classification on the Edge: Deep Acoustic Networks for Extremely Resource-Constrained Devices
Md Mohaimenuzzaman, Christoph Bergmeir, Ian Thomas West, Bernd Meyer
- Published: 01 Jan 2021, Last Modified: 13 May 2023
- CoRR 2021
- Readers: Everyone
UserFlow: A Tool for Visualizing Fine-grained Contextual Analytics in Teaching Documents
Shaveen Singh, Bernd Meyer, Michael Wybrow
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- ITiCSE 2020
- Readers: Everyone
A computational model of task allocation in social insects: ecology and interactions alone can drive specialisation
Rui Chen, Bernd Meyer, Julian Garcia
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- Swarm Intell. 2020
- Readers: Everyone
Using Social Annotations to Augment the Learning Space and Learner Experience
Shaveen Singh, Bernd Meyer
- Published: 01 Jan 2019, Last Modified: 13 May 2023
- ITiCSE 2019
- Readers: Everyone

View all 62 publications

Co-Authors

View all 60 co-authors