Concepedia

Marc Masana

MM

21

Publications

3.2K

Citations

17

H-Index

2016

Active since

Affiliations

Universitat Autònoma de Barcelona(Current)

Computer Vision Center

Graz University of Technology

Barcelona Supercomputing Center

University of Florence

Marc Masana is an author at Universitat Autònoma de Barcelona specializing in engineering, data science, and deep learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningMulti-task LearningArtificial IntelligencePattern RecognitionComputer VisionImage Analysis

Publications per year

2016–2022

21

Publications

21

A continual learning survey: Defying forgetting in classification tasks

Matthias Delange, Rahaf Aljundi, Marc Masana et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 1.5K 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. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 571 citations

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

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

Continual learning: A comparative study on how to defy forgetting in classification tasks.

Matthias De Lange, Rahaf Aljundi, Marc Masana et al. · arXiv (Cornell University) · 2019 · 162 citations · Full text

Artificial Intelligence, Few-shot Learning, Incremental Learning +21

Avalanche: An end-to-end library for continual learning

Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 120 citations · Full text

Artificial Intelligence, Continual Learning, Incremental Learning +14

Rows per page

1–5 of 21