Concepedia

Luis Herranz

LH

43

Publications

2.3K

Citations

23

H-Index

2007

Active since

Affiliations

Universitat Autònoma de Barcelona(Current)

Chinese Academy of Sciences

Institute of Computing Technology

Computer Vision Center

Huawei Technologies (China)

Luis Herranz is an author at Universitat Autònoma de Barcelona specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningData ScienceComputer VisionComputer ScienceImage AnalysisPattern RecognitionMachine VisionArtificial Intelligence

Publications per year

2007–2023

43

Publications

43

Semantic Drift Compensation for Class-Incremental Learning

Lu Yu, Bartłomiej Twardowski, Xialei Liu et al. · 2020 · 288 citations

Artificial Intelligence, Few-shot Learning, Semantic Drift Compensation +17

Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting

Xialei Liu, Marc Masana, Luis Herranz et al. · 2018 · 242 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +26

Memory Replay GANs: Learning to Generate New Categories without Forgetting

Chenshen Wu, Luis Herranz, Xialei Liu et al. · Neural Information Processing Systems · 2018 · 214 citations

Artificial Intelligence, Engineering, Machine Learning +17

MineGAN: Effective Knowledge Transfer From GANs to Target Domains With Few Images

Yaxing Wang, Abel González-García, David Berga et al. · 2020 · 166 citations · Full text

Artificial Intelligence, Generative System, Deep Neural Networks +14

Generative Feature Replay For Class-Incremental Learning

Xialei Liu, Chenshen Wu, Mikel Menta et al. · 2020 · 111 citations

Artificial Intelligence, Few-shot Learning, Incremental Learning +17

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