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Angelos Katharopoulos
Angelos Katharopoulos
Idiap and EPFL
Verifierad e-postadress på idiap.ch - Startsida
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Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
A Katharopoulos, A Vyas, N Pappas, F Fleuret
International Conference on Machine Learning (ICML), 2020
5012020
Not all samples are created equal: Deep learning with importance sampling
A Katharopoulos, F Fleuret
International Conference on Machine Learning (ICML), 2018
3062018
Fast transformers with clustered attention
A Vyas, A Katharopoulos, F Fleuret
Neural Information Processing Systems (NeurIPS), 2020
752020
Biased importance sampling for deep neural network training
A Katharopoulos, F Fleuret
arXiv preprint arXiv:1706.00043, 2017
582017
Processing megapixel images with deep attention-sampling models
A Katharopoulos, F Fleuret
International Conference on Machine Learning (ICML), 2019
422019
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks
D Paschalidou, A Katharopoulos, A Geiger, S Fidler
Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021, 2021
372021
Fast supervised lda for discovering micro-events in large-scale video datasets
A Katharopoulos, D Paschalidou, C Diou, A Delopoulos
Proceedings of the 24th ACM international conference on Multimedia, 332-336, 2016
62016
Learning local feature aggregation functions with backpropagation
A Katharopoulos, D Paschalidou, C Diou, A Delopoulos
2017 25th European Signal Processing Conference (EUSIPCO), 748-752, 2017
12017
Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models
A Katharopoulos
EPFL, 2022
2022
Formal Name (English) L'IDIAP Laboratory Group ID U10381 Affiliated authors Asaei, Afsaneh
C Atanasoaei, SO Ba, S Bengio, JI Biel Tres, H Bourlard, G Can, ...
Supplementary Material for Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks.
D Paschalidou, A Katharopoulos, A Geiger, S Fidler
Not All Samples Are Created Equal Supplementary material
A Katharopoulos, F Fleuret
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Artiklar 1–12