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ORCIDLachlan E. MacDonald
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2020 – today
- 2025
[i10]Ziqing Xu, Hancheng Min, Lachlan Ewen MacDonald, Jinqi Luo, Salma Tarmoun, Enrique Mallada, René Vidal:
Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization. CoRR abs/2503.06982 (2025)- 2024
- [c8]Cameron Gordon, Lachlan E. MacDonald, Hemanth Saratchandran, Simon Lucey:
D'OH: Decoder-Only Random Hypernetworks for Implicit Neural Representations. ACCV (7) 2024: 128-147 - [i9]Cameron Gordon, Lachlan Ewen MacDonald, Hemanth Saratchandran, Simon Lucey
:
D'OH: Decoder-Only random Hypernetworks for Implicit Neural Representations. CoRR abs/2403.19163 (2024) - 2023
- [c7]Chaoyang Wang, Lachlan Ewen MacDonald, László A. Jeni, Simon Lucey:
Flow Supervision for Deformable NeRF. CVPR 2023: 21128-21137 - [c6]Hemanth Saratchandran, Shin-Fang Ch'ng, Sameera Ramasinghe, Lachlan E. MacDonald, Simon Lucey:
Curvature-Aware Training for Coordinate Networks. ICCV 2023: 13282-13292 - [c5]Sameera Ramasinghe, Lachlan Ewen MacDonald, Moshiur R. Farazi, Hemanth Saratchandran, Simon Lucey:
How much does Initialization Affect Generalization? ICML 2023: 28637-28655 - [c4]Lachlan E. MacDonald, Jack Valmadre, Hemanth Saratchandran, Simon Lucey:
On skip connections and normalisation layers in deep optimisation. NeurIPS 2023 - [c3]Cameron Gordon, Shin-Fang Ch'ng, Lachlan E. MacDonald, Simon Lucey:
On Quantizing Implicit Neural Representations. WACV 2023: 341-350 - [i8]Chaoyang Wang, Lachlan Ewen MacDonald, László A. Jeni, Simon Lucey:
Flow supervision for Deformable NeRF. CoRR abs/2303.16333 (2023) - [i7]Hemanth Saratchandran, Shin-Fang Ch'ng, Sameera Ramasinghe, Lachlan E. MacDonald, Simon Lucey:
Curvature-Aware Training for Coordinate Networks. CoRR abs/2305.08552 (2023) - [i6]Lachlan Ewen MacDonald, Jack Valmadre, Simon Lucey:
On progressive sharpening, flat minima and generalisation. CoRR abs/2305.14683 (2023) - 2022
- [c2]Lachlan E. MacDonald, Sameera Ramasinghe, Simon Lucey:
Enabling Equivariance for Arbitrary Lie Groups. CVPR 2022: 8173-8182 - [c1]Sameera Ramasinghe, Lachlan E. MacDonald, Simon Lucey:
On the Frequency-bias of Coordinate-MLPs. NeurIPS 2022 - [i5]Sameera Ramasinghe, Lachlan E. MacDonald, Simon Lucey:
On Regularizing Coordinate-MLPs. CoRR abs/2202.00790 (2022) - [i4]Sameera Ramasinghe, Lachlan E. MacDonald, Moshiur R. Farazi, Hemanth Saratchandran, Simon Lucey:
How You Start Matters for Generalization. CoRR abs/2206.08558 (2022) - [i3]Cameron Gordon, Shin-Fang Ch'ng, Lachlan E. MacDonald, Simon Lucey:
On Quantizing Implicit Neural Representations. CoRR abs/2209.01019 (2022) - [i2]Lachlan Ewen MacDonald, Hemanth Saratchandran, Jack Valmadre, Simon Lucey:
A global analysis of global optimisation. CoRR abs/2210.05371 (2022) - 2021
- [i1]Lachlan E. MacDonald, Sameera Ramasinghe, Simon Lucey:
Enabling equivariance for arbitrary Lie groups. CoRR abs/2111.08251 (2021)
Coauthor Index
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