Concepedia

Bartłomiej Twardowski

BT

Statistics

Publications

15

Citations

1.3K

H-Index

12

Active since

2014

Affiliations

Universitat Autònoma de Barcelona(Current)

Warsaw University of Technology

Computer Vision Center

Corporación Universitaria de Colombia Ideas

Integrated Detector Electronics AS (Norway)

Bartłomiej Twardowski is an author at Universitat Autònoma de Barcelona specializing in computer science, data science, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningPattern RecognitionArtificial IntelligenceFew-shot LearningKnowledge DiscoveryComputer Vision

Publications per year

2014–2024

15

Publications

15

Class-Incremental Learning: Survey and Performance Evaluation on Image Classification

Marc Masana, Xialei Liu, Bartłomiej Twardowski et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 571 citations

Few-shot Learning, Incremental Learning, Image Classification +14

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

Modelling Contextual Information in Session-Aware Recommender Systems with Neural Networks

Bartłomiej Twardowski · 2016 · 106 citations

Engineering, Machine Learning, Recurrent Neural Network +18

Class-incremental learning: survey and performance evaluation

Marc Masana, Xialei Liu, Bartłomiej Twardowski et al. · arXiv (Cornell University) · 2020 · 67 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +18

Class-incremental learning: survey and performance evaluation on image classification

Marc Masana, Xialei Liu, Bartłomiej Twardowski et al. · arXiv (Cornell University) · 2020 · 58 citations · Full text

Few-shot Learning, Incremental Learning, Image Classification +14

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