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

Publications

29 items

Lasting Effects of Abstract Pretraining Beyond Perplexity

2026

Cited

0

Procedural Core: A Compact Recurrent Initialization for Vision Transformers

2026

Cited

0

Conditioned Initialization for Attention

2026

Cited

0

Mask-Based Priors Are More Persistent than Query-Key Initializations

2026

Cited

0

Can Transformers Really Do It All? On the Compatibility of Inductive Biases Across Tasks

2026

Cited

0

Parameter-Efficient Fine-Tuning with Learnable Rank

2026

Cited

0

Mask the Target: A Plug-and-Play Regularizer Against LoRA Forgetting

2026

Cited

0

The Quantization Benefits of Residual-Free Transformers

2026

Cited

0

Co-authors

13 total

Director, Australian Institute for Machine Learning (AIML) + CommBank AI Scholar

Sameera Ramasinghe

Founding scientist, Pluralis Research

Lachlan MacDonald

Postdoctoral Fellow, University of Pennsylvania

PhD, The University of Adelaie

Anton van den Hengel

Director of the Centre for Augmented Reasoning at AIML, and CommBank AI Scholar

Postdoctoral Researcher, Australian Instiute for Machine Learning

Violetta Shevchenko

Pluralis Research

University of Doha for Science and Technology, Australian National University