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- The University of QueenslandAU176 papers
- Commonwealth Scientific and Industrial Research OrganisationAU60 papers
- Data61AU42 papers
- University of OxfordGB41 papers
- ARC Centre of Excellence for Mathematical and Statistical FrontiersAU33 papers
- Macquarie UniversityAU32 papers
- Monash UniversityAU32 papers
- Australian Centre for Robotic VisionAU28 papers
- Australian National UniversityAU28 papers
- The University of SydneyAU26 papers
- UNSW SydneyAU26 papers
- University of Southern QueenslandAU23 papers
55 papers · 1 filter
WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Large-scale Natural Environments
Kavisha Vidanapathirana, Joshua Knights, Stephen Hausler +8
Recent progress in semantic scene understanding has primarily been enabled by the availability of semantically annotated bi-modal (camera and LiDAR) datasets in urban environments.…
Random walk models for the propagation of signalling molecules in one-dimensional spatial networks and their continuum limit
Adel Mehrpooya, Vivien J. Challis, Pascal R. Buenzli
The propagation of signalling molecules within cellular networks is affected by network topology, but also by the spatial arrangement of cells in the networks. Understanding the co…
Applications of Spiking Neural Networks in Visual Place Recognition
Somayeh Hussaini, Michael Milford, Tobias Fischer
In robotics, Spiking Neural Networks (SNNs) are increasingly recognized for their largely-unrealized potential energy efficiency and low latency particularly when implemented on ne…
Evaluating Generative Ad Hoc Information Retrieval
Lukas Gienapp, Harrisen Scells, Niklas Deckers +9
Recent advances in large language models have enabled the development of viable generative retrieval systems. Instead of a traditional document ranking, generative retrieval system…
Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion
Thanveer Shaik, Xiaohui Tao, Lin Li +4
Federated Learning (FL) is currently one of the most popular technologies in the field of Artificial Intelligence (AI) due to its collaborative learning and ability to preserve cli…
Evolved galaxies in high-density environments across using the ZFOURGE survey
Georgia R. Hartzenberg, Michael J. Cowley, Andrew M. Hopkins +1
To explore the role environment plays in influencing galaxy evolution at high redshifts, we study environments using the FourStar Galaxy Evolution (ZFOURGE) survey.…