Hakan Bilen
Hakan Bilen has 2 papers in our library, in 2017–2020; often with Andrea Vedaldi, Bo Zhao.
OpenAlex · ORCID · h-index 28 · 116 works · 4,708 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 280 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #3013
Affiliations
🎓University of EdinburghEdinburgh ·
United Kingdom2016–2026 · 74 papersEmployment 2017–2022 · Lecturer, School of InformaticsEmployment since 2022 · Reader🎓University of OxfordOxford ·
United Kingdom2015–2018 · 9 papersEmployment 2015–2017 · Postdoctoral Researcher, Department of Engineering Science🎓KU LeuvenLeuven ·
Belgium2008–2014 · 7 papersEducation 2008–2013 · PhD🎓Sabancı ÜniversitesiIstanbul ·
Türkiye2007–2010 · 5 papers🤝iMindsGhent ·
Belgium2013–2015 · 3 papers
🏛️Sabanci UniversitesiTuzla ·
Türkiye2006–2008Education 2006–2008 · Master of Science, Department of Science and Engineering
Fields, topics and concepts
📚 Shelves 3The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 works
💡 Concepts 1Key ideas and methods explained on our concept pages.Fine-tuning · 1 work
Works by year
2020s
2010s
Papers
- Learning multiple visual domains with residual adapters (2017 · 694 citations)
The paper addresses multiple-domain learning. The goal is one image representation that serves very different kinds of pictures, from ImageNet photos to traffic signs, handwritten glyphs, textures and digits. It should not need a separate network per domain, and it should not lose old domains when new ones are added. - Dataset Condensation with Gradient Matching (2020 · 159 citations)
Modern deep learning depends on ever-larger training sets, which makes storing data and training models costly.
All works
- Learning multiple visual domains with residual adaptersarXiv:1705.08045Sylvestre-Alvise Rebuffi, Hakan Bilen, Andrea Vedaldi2017 · 694 citations
- Dynamic Image Networks for Action Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHakan Bilen et al.2016 · 584 citations
- Self-Supervised Video Representation Learning with Odd-One-Out Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBasura Fernando et al.2017 · 435 citations
- Weakly supervised object detection with convex clustering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHakan Bilen, Marco Pedersoli, Tinne Tuytelaars2015 · 210 citations
- Dataset Condensation with Gradient MatchingInternational Conference on Learning Representations (ICLR)Bo Zhao, Konda Reddy Mopuri, Hakan Bilen2020 · 159 citations
Co-authors here
Venues
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×3
- International Conference on Learning Representations (ICLR): ICLR 2020
Cited by
Updated
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