دنبال کردن
Linus Ericsson
عنوان
نقل شده توسط
نقل شده توسط
سال
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
3902022
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
3272021
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
752024
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
92023
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
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–14