Lucas Beyer
Lucas Beyer
Other namesgiffmana kotol,
Google Brain, RWTH Aachen
Verified email at - Homepage
Cited by
Cited by
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
A Dosovitskiy*, L Beyer*, A Kolesnikov*, D Weissenborn*, X Zhai*, ...
ICLR 2020, 2020
In Defense of the Triplet Loss for Person Re-Identification
A Hermans*, L Beyer*, B Leibe, *equal contribution
arXiv preprint arXiv:1703.07737, 2017
MLP-Mixer: An all-MLP architecture for vision
I Tolstikhin*, N Houlsby*, A Kolesnikov*, L Beyer*, X Zhai, T Unterthiner, ...
NeurIPS 2021, 2021
Big Transfer (BiT): General Visual Representation Learning
A Kolesnikov*, L Beyer*, X Zhai*, J Puigcerver, J Yung, S Gelly, ...
ECCV 2020, 2019
SL: Self-Supervised Semi-Supervised Learning
X Zhai*, A Oliver*, A Kolesnikov*, L Beyer*, *equal contribution
ICCV 2019, 2019
Revisiting Self-Supervised Visual Representation Learning
A Kolesnikov*, X Zhai*, L Beyer*, *equal contribution
CVPR 2019, 2019
Scaling Vision Transformers
X Zhai*, A Kolesnikov*, N Houlsby, L Beyer*, *equal contribution
CVPR 2022, 2021
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers
A Steiner*, A Kolesnikov*, X Zhai*, R Wightman, J Uszkoreit, L Beyer*, ...
TMLR, 2021
SPENCER: A Socially Aware Service Robot for Passenger Guidance and Help in Busy Airports
L Palmieri, U Rafi, M van Rooij, B Okal, M Magnusson, T Linder, M Lohse, ...
Proceedings of the 10th Conference on Field and Service Robotics, FSR 2015 …, 2015
Are we done with ImageNet?
L Beyer*, OJ Hénaff*, A Kolesnikov*, X Zhai*, A Oord*, *equal contribution
arXiv preprint arXiv:2006.07159, 2020
A large-scale study of representation learning with the visual task adaptation benchmark
X Zhai, J Puigcerver, A Kolesnikov, P Ruyssen, C Riquelme, M Lucic, ...
arXiv preprint arXiv:1910.04867, 2019
LiT: Zero-Shot Transfer with Locked-image Text Tuning
X Zhai*+, X Wang*, B Mustafa*, A Steiner*, D Keysers, A Kolesnikov, ...
CVPR 2022, 2021
The STRANDS project: Long-term autonomy in everyday environments
N Hawes, C Burbridge, F Jovan, L Kunze, B Lacerda, L Mudrova, J Young, ...
IEEE Robotics & Automation Magazine 24 (3), 146-156, 2017
Pali: A jointly-scaled multilingual language-image model
X Chen, X Wang, S Changpinyo, AJ Piergiovanni, P Padlewski, D Salz, ...
ICLR 2023, 2022
Knowledge distillation: A good teacher is patient and consistent
L Beyer*, X Zhai*, A Royer, L Markeeva, R Anil, A Kolesnikov*, ...
CVPR 2022, 2021
On Robustness and Transferability of Convolutional Neural Networks
J Djolonga, J Yung, M Tschannen, R Romijnders, L Beyer, A Kolesnikov, ...
CVPR 2021, 2020
Scaling vision transformers to 22 billion parameters
M Dehghani, J Djolonga, B Mustafa, P Padlewski, J Heek, J Gilmer, ...
International Conference on Machine Learning, 7480-7512, 2023
The Efficiency Misnomer
M Dehghani*, A Arnab*, L Beyer*, A Vaswani, Y Tay*, *equal contribution
ICLR 2022, 2021
Biternion Nets: Continuous Head Pose Regression from Discrete Training Labels
L Beyer, A Hermans, B Leibe
German Conference on Pattern Recognition, 157-168, 2015
Kubric: A scalable dataset generator
K Greff, F Belletti, L Beyer, C Doersch, Y Du, D Duckworth, DJ Fleet, ...
CVPR 2022, 3749-3761, 2022
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