Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams
De Lange, Matthias, Tuytelaars, Tinne
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
A Continual Learning Survey: Defying Forgetting in Classification Tasks
De Lange, Matthias, Aljundi, Rahaf, Masana, Marc, Parisot, Sarah, Jia, Xu, Leonardis, Ales, Slabaugh, Gregory, Tuytelaars, Tinne
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2022)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2022)
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Journal Article
Rehearsal revealed: The limits and merits of revisiting samples in continual learning
Verwimp, Eli, De Lange, Matthias, Tuytelaars, Tinne
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
CLAD: A realistic Continual Learning benchmark for Autonomous Driving
Verwimp, Eli, Yang, Kuo, Parisot, Sarah, Hong, Lanqing, McDonagh, Steven, Pérez-Pellitero, Eduardo, De Lange, Matthias, Tuytelaars, Tinne
Published in Neural networks (01.04.2023)
Published in Neural networks (01.04.2023)
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Journal Article
Unsupervised Model Personalization While Preserving Privacy and Scalability: An Open Problem
De Lange, Matthias, Jia, Xu, Parisot, Sarah, Leonardis, Ales, Slabaugh, Gregory, Tuytelaars, Tinne
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Avalanche: an End-to-End Library for Continual Learning
Lomonaco, Vincenzo, Pellegrini, Lorenzo, Cossu, Andrea, Carta, Antonio, Graffieti, Gabriele, Hayes, Tyler L., De Lange, Matthias, Masana, Marc, Pomponi, Jary, van de Ven, Gido M., Mundt, Martin, She, Qi, Cooper, Keiland, Forest, Jeremy, Belouadah, Eden, Calderara, Simone, Parisi, German I., Cuzzolin, Fabio, Tolias, Andreas S., Scardapane, Simone, Antiga, Luca, Ahmad, Subutai, Popescu, Adrian, Kanan, Christopher, van de Weijer, Joost, Tuytelaars, Tinne, Bacciu, Davide, Maltoni, Davide
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
Multiscale Video Pretraining for Long-Term Activity Forecasting
Tan, Reuben, De Lange, Matthias, Iuzzolino, Michael, Plummer, Bryan A, Saenko, Kate, Ridgeway, Karl, Torresani, Lorenzo
Year of Publication 24.07.2023
Year of Publication 24.07.2023
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Journal Article
EgoAdapt: A multi-stream evaluation study of adaptation to real-world egocentric user video
De Lange, Matthias, Eghbalzadeh, Hamid, Tan, Reuben, Iuzzolino, Michael, Meier, Franziska, Ridgeway, Karl
Year of Publication 11.07.2023
Year of Publication 11.07.2023
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Journal Article
Towards Open-World Gesture Recognition
Shen, Junxiao, De Lange, Matthias, Xu, Xuhai "Orson", Zhou, Enmin, Tan, Ran, Suda, Naveen, Lazarewicz, Maciej, Kristensson, Per Ola, Karlson, Amy, Strasnick, Evan
Year of Publication 20.01.2024
Year of Publication 20.01.2024
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Journal Article
CLAD: A realistic Continual Learning benchmark for Autonomous Driving
Verwimp, Eli, Yang, Kuo, Parisot, Sarah, Lanqing, Hong, McDonagh, Steven, Pérez-Pellitero, Eduardo, De Lange, Matthias, Tuytelaars, Tinne
Year of Publication 07.10.2022
Year of Publication 07.10.2022
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Journal Article
Re-examining Distillation For Continual Object Detection
Verwimp, Eli, Yang, Kuo, Parisot, Sarah, Lanqing, Hong, McDonagh, Steven, Pérez-Pellitero, Eduardo, De Lange, Matthias, Tuytelaars, Tinne
Year of Publication 04.04.2022
Year of Publication 04.04.2022
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Journal Article
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding
Pellegrini, Lorenzo, Zhu, Chenchen, Xiao, Fanyi, Yan, Zhicheng, Carta, Antonio, De Lange, Matthias, Lomonaco, Vincenzo, Sumbaly, Roshan, Rodriguez, Pau, Vazquez, David
Year of Publication 13.12.2022
Year of Publication 13.12.2022
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Journal Article
A continual learning survey: Defying forgetting in classification tasks
De Lange, Matthias, Aljundi, Rahaf, Masana, Marc, Parisot, Sarah, Xu, Jia, Leonardis, Ales, Slabaugh, Gregory, Tuytelaars, Tinne
Published in arXiv.org (16.04.2021)
Published in arXiv.org (16.04.2021)
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Paper
Journal Article
Unsupervised Model Personalization while Preserving Privacy and Scalability: An Open Problem
De Lange, Matthias, Jia, Xu, Parisot, Sarah, Leonardis, Ales, Slabaugh, Gregory, Tuytelaars, Tinne
Year of Publication 30.03.2020
Year of Publication 30.03.2020
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Journal Article