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Matthias Minderer
Matthias Minderer
Senior Research Scientist, Google DeepMind
Preverjeni e-poštni naslov na google.com - Domača stran
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Leto
An image is worth 16x16 words: Transformers for image recognition at scale
A Dosovitskiy, L Beyer, A Kolesnikov, D Weissenborn, X Zhai, ...
arXiv preprint arXiv:2010.11929, 2020
570912020
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
6042023
Simple open-vocabulary object detection
M Minderer, A Gritsenko, A Stone, M Neumann, D Weissenborn, ...
European conference on computer vision, 728-755, 2022
5402022
Dynamic reorganization of neuronal activity patterns in parietal cortex
LN Driscoll, NL Pettit, M Minderer, SN Chettih, CD Harvey
Cell 170 (5), 986-999. e16, 2017
4362017
Revisiting the calibration of modern neural networks
M Minderer, J Djolonga, R Romijnders, F Hubis, X Zhai, N Houlsby, ...
Advances in neural information processing systems 34, 15682-15694, 2021
3862021
An image is worth 16x16 words: Transformers for image recognition at scale. arXiv preprint (2020)
A Dosovitskiy, L Beyer, A Kolesnikov, D Weissenborn, X Zhai, ...
arXiv preprint arXiv:2010.11929, 2010
3462010
Pali-x: On scaling up a multilingual vision and language model
X Chen, J Djolonga, P Padlewski, B Mustafa, S Changpinyo, J Wu, ...
arXiv preprint arXiv:2305.18565, 2023
1782023
Scaling open-vocabulary object detection
M Minderer, A Gritsenko, N Houlsby
Advances in Neural Information Processing Systems 36, 72983-73007, 2023
1772023
Unsupervised learning of object structure and dynamics from videos
M Minderer, C Sun, R Villegas, F Cole, KP Murphy, H Lee
Advances in Neural Information Processing Systems 32, 2019
1662019
On robustness and transferability of convolutional neural networks
J Djolonga, J Yung, M Tschannen, R Romijnders, L Beyer, A Kolesnikov, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1592021
Virtual reality explored
M Minderer, CD Harvey, F Donato, EI Moser
Nature 533 (7603), 324-325, 2016
1582016
Paligemma: A versatile 3b vlm for transfer
L Beyer, A Steiner, AS Pinto, A Kolesnikov, X Wang, D Salz, M Neumann, ...
arXiv preprint arXiv:2407.07726, 2024
1472024
Denoising pretraining for semantic segmentation
EA Brempong, S Kornblith, T Chen, N Parmar, M Minderer, M Norouzi
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1262022
The spatial structure of neural encoding in mouse posterior cortex during navigation
M Minderer, KD Brown, CD Harvey
Neuron 102 (1), 232-248. e11, 2019
1142019
Flexivit: One model for all patch sizes
L Beyer, P Izmailov, A Kolesnikov, M Caron, S Kornblith, X Zhai, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
1052023
Patch n’pack: Navit, a vision transformer for any aspect ratio and resolution
M Dehghani, B Mustafa, J Djolonga, J Heek, M Minderer, M Caron, ...
Advances in Neural Information Processing Systems 36, 2252-2274, 2023
882023
Scenic: A jax library for computer vision research and beyond
M Dehghani, A Gritsenko, A Arnab, M Minderer, Y Tay
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
782022
Automatic shortcut removal for self-supervised representation learning
M Minderer, O Bachem, N Houlsby, M Tschannen
International Conference on Machine Learning, 6927-6937, 2020
712020
Chronic imaging of cortical sensory map dynamics using a genetically encoded calcium indicator
M Minderer, W Liu, LT Sumanovski, S Kügler, F Helmchen, DJ Margolis
The Journal of physiology 590 (1), 99-107, 2012
712012
International Conference on Learning Representations
A Dosovitskiy, L Beyer, A Kolesnikov, D Weissenborn, X Zhai, ...
International Conference on Learning Representations, 2021
702021
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