Publications
You can find the full list of my publications on my Google Scholar profile.
Selected publications
Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking
Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon and Ondřej Chum
Asian Conference on Computer Vision (ACCV) 2018.
[BibTeX] [PDF]@article{Iscen2018d, author = {Iscen, Ahmet and Avrithis, Yannis and Tolias, Giorgos and Furon, Teddy and Chum, Ondřej}, title = {Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking}, journal = {ACCV}, year = {2018} }
Local Orthogonal-Group Testing
Ahmet Iscen and Ondřej Chum
European Conference on Computer Vision (ECCV) 2018
[BibTeX] [PDF]@article{Iscen2018c, author = {Iscen, Ahmet and Chum, Ondřej}, title = {Local Orthogonal-Group Testing}, journal = {ECCV}, year = {2018} }
Mining on Manifolds: Metric Learning without Labels
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis and Ondřej Chum
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018
[BibTeX] [PDF]@article{Iscen2018b, author = {Iscen, Ahmet and Tolias, Giorgos and Avrithis, Yannis and Chum, Ondřej}, title = {Mining on Manifolds: Metric Learning without Labels}, journal = {CVPR}, year = {2018} }
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking
Filip Radenović, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis and Ondřej Chum
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018
[BibTeX] [PDF] [Project Page]@article{Raden2018, author = {Radenovi\'{c}, F. and Iscen, A. and Tolias, G. and Avrithis, Y. and Chum, O.}, title = {Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking}, booktitle={CVPR}, year={2018} }
Fast Spectral Ranking for Similarity Search
Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon and Ondřej Chum
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018.
[BibTeX] [PDF]@article{Iscen2018a, author = {Iscen, Ahmet and Avrithis, Yannis and Tolias, Giorgos and Furon, Teddy and Chum, Ondřej}, title = {Fast Spectral Ranking for Similarity Search}, journal = {CVPR}, year = {2018} }
Unsupervised deep object discovery for instance recognition
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis and Ondřej Chum
IEEE Winter Conf. on Applications of Computer Vision (WACV) 2018.
[BibTeX] [PDF]@article{Simeoni2018, author = {Siméoni, Oriane and Iscen, Ahmet and Tolias, Giorgos and Avrithis, Yannis and Chum, Ondřej}, title = {Unsupervised deep object discovery for instance recognition}, journal = {WACV}, year = {2018} }
Efficient diffusion on region manifolds: Recovering small objects with compact CNN representations
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon and Ondřej Chum,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017
[BibTeX] [PDF] [Project Page] [Code]@article{Iscen2017a, author = {Iscen, Ahmet and Tolias, Giorgos and Avrithis, Yannis and Furon, Teddy and Chum, Ondřej}, title = {Efficient diffusion on region manifolds: Recovering small objects with compact cnn representations}, journal = {CVPR}, year = {2017} }
Panorama to panorama matching for location recognition
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon and Ondřej Chum
ACM International Conference on Multimedia Retrieval 2017 (ICMR)
[BibTeX] [PDF]@inproceedings{Iscen2017b, author = {Iscen, Ahmet and Tolias, Giorgos and Avrithis, Yannis and Furon, Teddy and Chum, Ondřej} title = {Panorama to panorama matching for location recognition}, booktitle = {ACM ICMR}, year = {2017}, pages = {392--396} }
Memory vectors for similarity search in high-dimensional spaces
Ahmet Iscen, Teddy Furon, Vincent Gripon, Michael Rabbat and Hervé Jégou
IEEE Transactions on Big Data 2017
[BibTeX] [PDF] [Code]@article{Iscen2017c, author = {Iscen, Ahmet and Furon, Teddy and Gripon, Vincent and Rabbat, Michael and Jégou, Hervé} title = {Memory vectors for similarity search in high-dimensional spaces}, journal = {IEEE Transactions on Big Data}, year = {2017} }
Efficient large-scale similarity search using matrix factorization
Ahmet Iscen, Michael Rabbat and Teddy Furon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016
[BibTeX] [PDF] [Code] [Features] [Precomputed Models]@inproceedings{Iscen2016, author = {Iscen, Ahmet and Rabbat, Michael and Furon, Teddy}, title = {Efficient large-scale similarity search using matrix factorization}, booktitle = {CVPR}, year = {2016}, pages = {2073--2081} }
Scaling group testing similarity search
Ahmet Iscen, Laurent Amsaleg and Teddy Furon,
ACM International Conference on Multimedia Retrieval 2016 (ICMR),
[BibTeX] [PDF]@inproceedings{Iscen2016b, author = {Iscen, Ahmet and Amsaleg, Laurent and Furon, Teddy}, title = {Scaling group testing similarity search}, booktitle = {ACM ICMR}, year = {2016}, pages = {213--220} }
A comparison of dense region detectors for image search and fine-grained classification
Ahmet Iscen, Giorgos Tolias, Philippe-Henri Gosselin and Hervé Jégou
IEEE Transactions on Image Processing 2015,
[BibTeX] [PDF]@article{Iscen2015, author = {Iscen, Ahmet and Tolias, Giorgos and Gosselin, Philippe-Henri and Jégou, Hervé}, title = {A comparison of dense region detectors for image search and fine-grained classification}, journal = {IEEE Transactions on Image Processing}, year = {2015}, volume = {24}, number = {8}, pages = {2369--2381} }