1.5k citations
- The University of MelbourneAU136 papers
- Centre for Quantum Computation and Communication TechnologyAU107 papers
- Swinburne University of TechnologyAU99 papers
- Monash UniversityAU76 papers
- UNSW SydneyAU69 papers
- Commonwealth Scientific and Industrial Research OrganisationAU46 papers
- Institut National de la Recherche ScientifiqueCA46 papers
- City University of Hong KongHK43 papers
- The University of SydneyAU43 papers
- Australian National UniversityAU38 papers
- Australian Research CouncilAU37 papers
- University of Technology SydneyAU35 papers
68 papers · 1 filter
Improving MMD-GAN Training with Repulsive Loss Function
Wei Wang, Yuan Sun, Saman Halgamuge
Generative adversarial nets (GANs) are widely used to learn the data sampling process and their performance may heavily depend on the loss functions, given a limited computational…
Black hole evaporation and semiclassical thin shell collapse
Valentina Baccetti, Sebastian Murk, Daniel R. Terno
In case of spherical symmetry, the assumptions of finite-time formation of a trapped region and regularity of its boundary --- the apparent horizon --- are sufficient to identify t…
On the Transferability of Representations in Neural Networks Between Datasets and Tasks
Haytham M. Fayek, Lawrence Cavedon, Hong Ren Wu
Deep networks, composed of multiple layers of hierarchical distributed representations, tend to learn low-level features in initial layers and transition to high-level features tow…
Near-infrared excitation of nitrogen-doped ultrananocrystalline diamond photoelectrodes in saline solution
Andre Chambers, Arman Ahnood, Samira Falahatdoost +6
Nitrogen-doped ultrananocrystalline diamond (N-UNCD) is a promising material for a variety of neural interfacing applications, due to its unique combination of high conductivity, b…
The Potential of Learned Index Structures for Index Compression
Harrie Oosterhuis, J. Shane Culpepper, Maarten de Rijke
Inverted indexes are vital in providing fast key-word-based search. For every term in the document collection, a list of identifiers of documents in which the term appears is store…
Boosting Search Performance Using Query Variations
Rodger Benham, Joel Mackenzie, Alistair Moffat +1
Rank fusion is a powerful technique that allows multiple sources of information to be combined into a single result set. However, to date fusion has not been regarded as being cost…