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Linus Ericsson
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Self-supervised representation learning: Introduction, advances, and challenges
L Ericsson, H Gouk, CC Loy, TM Hospedales
IEEE Signal Processing Magazine 39 (3), 42-62, 2022
3892022
How Well Do Self-Supervised Models Transfer?
L Ericsson, H Gouk, TM Hospedales
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
3262021
Plainmamba: Improving non-hierarchical mamba in visual recognition
C Yang, Z Chen, M Espinosa, L Ericsson, Z Wang, J Liu, EJ Crowley
arXiv preprint arXiv:2403.17695, 2024
742024
Why Do Self-Supervised Models Transfer? On the Impact of Invariance on Downstream Tasks
L Ericsson, H Gouk, TM Hospedales
The 33rd British Machine Vision Conference, 2022, 509, 2022
41*2022
Parameter-efficient fine-tuning for medical image analysis: The missed opportunity
R Dutt, L Ericsson, P Sanchez, SA Tsaftaris, T Hospedales
arXiv preprint arXiv:2305.08252, 2023
402023
Self-supervised disentanglement by leveraging structure in data augmentations
C Eastwood, J von Kügelgen, L Ericsson, D Bouchacourt, P Vincent, ...
arXiv preprint arXiv:2311.08815, 2023
82023
Label-efficient object detection via region proposal network pre-training
N Dong, L Ericsson, Y Yang, A Leonardis, S McDonagh
Neurocomputing 577, 127376, 2024
6*2024
Better practices for domain adaptation
L Ericsson, D Li, T Hospedales
International Conference on Automated Machine Learning, 4/1-25, 2023
62023
There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks
M Espinosa, C Yang, L Ericsson, S McDonagh, EJ Crowley
arXiv preprint arXiv:2411.15288, 2024
2024
einspace: Searching for Neural Architectures from Fundamental Operations
L Ericsson, M Espinosa, C Yang, A Antoniou, A Storkey, SB Cohen, ...
Advances in Neural Information Processing Systems 37, 2024
2024
EEVEE and GATE: Finding the right benchmarks and how to run them seamlessly
A Antoniou, E Triantafillou, H Larochelle, S Montella, F Rezk, K Kim, ...
2024
Hyperparameter Selection in Continual Learning
TL Lee, SP Hellan, L Ericsson, EJ Crowley, A Storkey
arXiv preprint arXiv:2404.06466, 2024
2024
Self-Supervised Learning for Transferable Representations
L Ericsson
The University of Edinburgh, 2024
2024
Towards Realistic Hyperparameter Optimization in Continual Learning
TL Lee, SP Hellan, L Ericsson, EJ Crowley, A Storkey
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Artikler 1–14