--- title: "Rahaf Aljundi — author profile and papers — Elamur Research" description: "Rahaf Aljundi, Toyota Motor Corporation: 2 papers on Elamur Research (2017–2019), h-index 17 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/rahaf-aljundi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/rahaf-aljundi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Rahaf Aljundi # Rahaf Aljundi Rahaf Aljundi has 2 papers in our library, in 2017–2019; often with [Marcus Rohrbach](https://md.research.elamur.ai/free/en/authors/marcus-rohrbach/), [Min Lin](https://md.research.elamur.ai/free/en/authors/min-lin/), [Mohamed Elhoseiny](https://md.research.elamur.ai/free/en/authors/mohamed-elhoseiny/). 2 papers in our library · 2017–2019 [OpenAlex](https://openalex.org/A5021198356) · [ORCID](https://orcid.org/0000-0002-9871-6458) · [**h-index 17**](https://openalex.org/authors/A5021198356) · [69 works](https://openalex.org/works?filter=author.id:A5021198356) · [5,202 citations](https://openalex.org/works?filter=author.id:A5021198356&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/rahaf-aljundi/#papers) · [🔗 Cited 212 times in our library](https://md.research.elamur.ai/free/en/authors/rahaf-aljundi/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1815](https://md.research.elamur.ai/free/en/paper-stars/page/19/#star-1815) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Rahaf+Aljundi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Rahaf+Aljundi) · [dblp](https://dblp.org/search?q=Rahaf+Aljundi) · [ACL Anthology](https://aclanthology.org/search/?q=Rahaf+Aljundi) ## Affiliations [🏢**Toyota Motor Corporation** Brussels · Belgium 2021–2026 · 9 papers*current*](https://ror.org/023g86t37) · [🔬**Toyota Research Institute** Palo Alto · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/toyota-research-institute/) · [🎓**KU Leuven** Leuven · Belgium 2016–2021 · 12 papers](https://md.research.elamur.ai/free/en/universities/ku-leuven/) · [🤝**IMEC** Leuven · Belgium 2017–2018 · 3 papers](https://md.research.elamur.ai/free/en/ngos/imec/) · [🤝**iMinds** Ghent · Belgium 2016–2017 · 3 papers](https://ror.org/03baec336) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2015 · 2 papers](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) 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. 📚 Shelves 3 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) ## Works by year ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/rahaf-aljundi/year/2019/) · [**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/rahaf-aljundi/year/2017/) ## Papers The most cited first (OpenAlex and our library). 1. **[Memory Aware Synapses: Learning what (not) to forget](https://md.research.elamur.ai/free/en/papers/aljundi-2017-memory-aware-synapses-learning-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](https://md.research.elamur.ai/free/en/papers/aljundi-2019-gradient-based-sample-selection-online/)** *(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 forget](https://md.research.elamur.ai/free/en/papers/aljundi-2017-memory-aware-synapses-learning-forget/) [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/)**Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, et al.*2017 · 1,608 citations* 2. **[Task-Free Continual Learning ↗](https://doi.org/10.1109/cvpr.2019.01151) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Rahaf Aljundi, Klaas Kelchtermans, Tinne Tuytelaars*2019 · 337 citations* 3. **[Landmarks-based kernelized subspace alignment for unsupervised domain adaptation ↗](https://doi.org/10.1109/cvpr.2015.7298600) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Rahaf Aljundi et al.*2015 · 136 citations* 4. [**Gradient based sample selection for online continual learning arXiv:1903.08671**Rahaf Aljundi, Min Lin, Baptiste Goujaud, et al.*2019 · 115 citations*](https://md.research.elamur.ai/free/en/papers/aljundi-2019-gradient-based-sample-selection-online/) 5. **[Road Anomaly Detection by Partial Image Reconstruction with Segmentation Coupling ↗](https://doi.org/10.1109/iccv48922.2021.01536) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Tomas Vojir et al.*2021 · 85 citations* 6. **[Online Continual Learning with Maximally Interfered Retrieval ↗](https://arxiv.org/abs/1908.04742) arXiv:1908.04742 · NeurIPS 2019 · no summary yet**Rahaf Aljundi et al.*2019 · 85 citations* 7. **[Expert Gate: Lifelong Learning with a Network of Experts ↗](https://arxiv.org/abs/1611.06194) arXiv:1611.06194 · no summary yet**Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars*2016 · 43 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Marcus Rohrbach](https://md.research.elamur.ai/free/en/authors/marcus-rohrbach/) - [Min Lin](https://md.research.elamur.ai/free/en/authors/min-lin/) - [Mohamed Elhoseiny](https://md.research.elamur.ai/free/en/authors/mohamed-elhoseiny/) - [Tinne Tuytelaars](https://md.research.elamur.ai/free/en/authors/tinne-tuytelaars/) - [Yoshua Bengio](https://md.research.elamur.ai/free/en/authors/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](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/): [Lecture notes in computer science 2017](https://md.research.elamur.ai/free/en/venues/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 →](https://md.research.elamur.ai/free/en/authors/rahaf-aljundi/cited-by/). Updated 2 November 2026