Scholar
Thalaiyasingam Ajanthan
Google Scholar ID: Rza8c10AAAAJ
Pluralis Research | Australian National University
Computer Vision
Optimization
Machine Learning
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
5,455
H-index
17
i10-index
24
Publications
20
Co-authors
65
list available
Contact
CV
Open ↗
Twitter
Open ↗
GitHub
Open ↗
LinkedIn
Open ↗
Publications
7 items
NuMuon: Nuclear-Norm-Constrained Muon for Compressible LLM Training
2026
Cited
0
SENTINEL: Stagewise Integrity Verification for Pipeline Parallel Decentralized Training
2026
Cited
0
AsyncMesh: Fully Asynchronous Optimization for Data and Pipeline Parallelism
2026
Cited
0
Sharper Convergence Rates for Nonconvex Optimisation via Reduction Mappings
2025
Cited
0
Protocol Models: Scaling Decentralized Training with Communication-Efficient Model Parallelism
2025
Cited
0
Nesterov Method for Asynchronous Pipeline Parallel Optimization
2025
Cited
0
Learning Visual Hierarchies in Hyperbolic Space for Image Retrieval
2024
Cited
0
Resume (English only)
Academic Achievements
Supervised several PhD students, including Evan Markou, Kartik Gupta, etc.
Reviewer for top conferences and journals such as SIIMS, PAMI, TMLR, CVIU, CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, AISTATS, AAAI, IJCAI, WACV, and ICIP.
Area Chair: BMVC 2022.
Outstanding Reviewer: ECCV 2020, ICLR 2021, NeurIPS 2025.
Convener and Lecturer for ENGN6528 - Computer Vision Masters Course, Semester 2, 2020, ANU.
Education
Graduated from the Australian National University in May 2017 with a PhD, primarily supervised by Prof. Richard Hartley.
Background
A researcher in the field of optimization and machine learning, currently focusing on robust and efficient decentralized training algorithms.
Miscellany
Personal interests not mentioned.
Co-authors
65 total
Philip Torr
Professor, University of Oxford
Richard Hartley
Australian National University, National ICT Australia (NICTA)
Puneet K. Dokania
University of Oxford | Bosch (Five AI)
Namhoon Lee
POSTECH
Arslan Chaudhry
DeepMind
Stephen Gould
Professor at Australian National University
Marc'Aurelio Ranzato
Google DeepMind
Marcus Rohrbach
Professor for Multimodal Reliable AI, TU Darmstadt, Germany
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up