🧑‍🔬 Rahaf Aljundi

🏛️ Affiliations

🏢Toyota Motor CorporationBrussels · Belgium2021–2026 · 9 paperscurrent🔬Toyota Research InstitutePalo Alto · United States2026 · 1 papercurrent🎓KU LeuvenLeuven · Belgium2016–2021 · 12 papers🤝IMECLeuven · Belgium2017–2018 · 3 papers🤝iMindsGhent · Belgium2016–2017 · 3 papers🔬Centre National de la Recherche ScientifiqueParis · France2015 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Memory Aware Synapses: Learning what (not) to forget (2017 · 1,608 citations)
   The paper addresses lifelong learning (LLL), where a single neural network learns tasks one after another and cannot access data from earlier tasks.
2. Gradient based sample selection for online continual learning (2019 · 115 citations)
   The paper studies online lifelong learning (continual learning). A model receives a stream of data whose distribution changes over time, and it does not know where one task ends and another begins. To keep the model from forgetting what it learned earlier (catastrophic forgetting), a small buffer of examples is…

All works

7 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Memory Aware Synapses: Learning what (not) to forgetLecture notes in computer scienceRahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, et al.2017 · 1,608 citations
2. Task-Free Continual Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRahaf Aljundi, Klaas Kelchtermans, Tinne Tuytelaars2019 · 337 citations
3. Landmarks-based kernelized subspace alignment for unsupervised domain adaptation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRahaf Aljundi et al.2015 · 136 citations
4. Gradient based sample selection for online continual learningarXiv:1903.08671Rahaf Aljundi, Min Lin, Baptiste Goujaud, et al.2019 · 115 citations
5. Road Anomaly Detection by Partial Image Reconstruction with Segmentation Coupling ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetTomas Vojir et al.2021 · 85 citations
6. Online Continual Learning with Maximally Interfered Retrieval ↗arXiv:1908.04742 · NeurIPS 2019 · no summary yetRahaf Aljundi et al.2019 · 85 citations
7. Expert Gate: Lifelong Learning with a Network of Experts ↗arXiv:1611.06194 · no summary yetRahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars2016 · 43 citations

🤝 Co-authors here

5 co-authors with a page, the most papers together first.

• Marcus Rohrbach
• Min Lin
• Mohamed Elhoseiny
• Tinne Tuytelaars
• Yoshua Bengio

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2
• Lecture notes in computer science: Lecture notes in computer science 2017
• IEEE/CVF International Conference on Computer Vision (ICCV)

🔗 Cited by

Papers of our library cite their works 212 times (of the 149,439 papers whose bibliographies we read); 16 citing papers with a page here →.

Updated 2 November 2026

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