Concepedia

Angelos Katharopoulos

AK

4

Publications

487

Citations

4

H-Index

2017

Active since

Affiliations

Idiap Research Institute(Current)

Angelos Katharopoulos is an author at Idiap Research Institute specializing in computer science, deep learning, and data science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningComputer VisionComputer EngineeringImage AnalysisMachine VisionMachine Translation

Publications per year

2017–2020

4

Publications

4

Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

Angelos Katharopoulos, Apoorv Vyas, Nikolaos Pappas et al. · arXiv (Cornell University) · 2020 · 311 citations · Full text

Recurrent Neural Network, Engineering, Machine Learning +14

Not All Samples Are Created Equal: Deep Learning with Importance Sampling

Angelos Katharopoulos, François Fleuret · arXiv (Cornell University) · 2018 · 106 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +14

Biased Importance Sampling for Deep Neural Network Training

Angelos Katharopoulos, François Fleuret · arXiv (Cornell University) · 2017 · 48 citations · Full text

Loss Value, Structured Prediction, Convolutional Neural Network +11

Processing Megapixel Images with Deep Attention-Sampling Models

Angelos Katharopoulos, François Fleuret · arXiv (Cornell University) · 2019 · 22 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

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