Hemanth Saratchandran
Scholar

Hemanth Saratchandran

Google Scholar ID: 2pBBnegAAAAJ
Australian Institute for Machine Learning/Adelaide University + CommBank AI Scholar
MathematicsMachine Learning
Google Scholar↗
Citations & Impact
All-time
Citations
170
 
H-index
7
 
i10-index
4
 
Publications
20
 
Co-authors
22
list available
Contact
No contact links provided.
Publications
21 items
Preconditioned Attention: Enhancing Efficiency in Transformers
2026
Cited
0
Spectral Conditioning of Attention Improves Transformer Performance
2026
Cited
1
The Inlet Rank Collapse in Implicit Neural Representations: Diagnosis and Unified Remedy
2026
Cited
0
Procedural Pretraining: Warming Up Language Models with Abstract Data
2026
Cited
0
SineProject: Machine Unlearning for Stable Vision Language Alignment
2025
Cited
0
From Tables to Signals: Revealing Spectral Adaptivity in TabPFN
2025
Cited
0
Can You Learn to See Without Images? Procedural Warm-Up for Vision Transformers
2025
Cited
0
Cutting the Skip: Training Residual-Free Transformers
2025
Cited
0
Resume (English only)
Co-authors
22 total
Simon Lucey
Simon Lucey
Director, Australian Institute for Machine Learning (AIML) + CommBank AI Scholar
Sameera Ramasinghe
Sameera Ramasinghe
Founding scientist, Pluralis Research
Lachlan MacDonald
Lachlan MacDonald
Postdoctoral Fellow, University of Pennsylvania
Co-author 4
Co-author 4
Jianqiao Zheng
Jianqiao Zheng
PhD, The University of Adelaie
Co-author 6
Co-author 6
Anton van den Hengel
Anton van den Hengel
Director of the Centre for Augmented Reasoning at AIML, and CommBank AI Scholar
Paul Albert
Paul Albert
Postdoctoral Researcher, Australian Instiute for Machine Learning