Saman K. Halgamuge
Scholar

Saman K. Halgamuge

Google Scholar ID: 9cafqywAAAAJ
FIEEE, FIET, FNASSL, Prof at University of Melbourne, Visiting DVC Research & International at SLIIT
Unsupervised LearningExplainable AIGenerative AINeural Architecture Search
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Citations & Impact
All-time
Citations
6,587
 
H-index
34
 
i10-index
104
 
Publications
20
 
Co-authors
169
list available
Publications
3 items
Arch-LLM: Taming LLMs for Neural Architecture Generation via Unsupervised Discrete Representation Learning
2025
Cited
0
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models
2025
Cited
0
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm
2025
Cited
0
Co-authors
5 total
Sen-Lin Tang
Sen-Lin Tang
Biodiversity Research Center, Academia Sinica
Yuan Sun
Yuan Sun
La Trobe University
Mario Andrés Muñoz
Mario Andrés Muñoz
Senior Research Fellow - OPTIMA, School of Computing & Information Systems, University of Melbourne
Denny Oetomo
Denny Oetomo
Professor, Department of Mechanical Engineering, University of Melbourne
David Smith
David Smith
Principal Research Scientist, Data61, CSIRO, NICTA; Adjunct Assoc. Prof., ANU