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Asymmetric metric learning for knowledge transfer

Jun 29, 2020
Mateusz Budnik, Yannis Avrithis


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Few-Shot Few-Shot Learning and the role of Spatial Attention

Feb 18, 2020
Yann Lifchitz, Yannis Avrithis, Sylvaine Picard


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Walking on the Edge: Fast, Low-Distortion Adversarial Examples

Dec 05, 2019
Hanwei Zhang, Yannis Avrithis, Teddy Furon, Laurent Amsaleg

* 13 pages, 9 figures 

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Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images

Dec 01, 2019
Zhaohui Yang, Miaojing Shi, Yannis Avrithis, Chao Xu, Vittorio Ferrari


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Rethinking deep active learning: Using unlabeled data at model training

Nov 19, 2019
Oriane Siméoni, Mateusz Budnik, Yannis Avrithis, Guillaume Gravier


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Graph convolutional networks for learning with few clean and many noisy labels

Oct 01, 2019
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum, Cordelia Schmid


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Local Features and Visual Words Emerge in Activations

May 15, 2019
Oriane Siméoni, Yannis Avrithis, Ondrej Chum


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Label Propagation for Deep Semi-supervised Learning

Apr 09, 2019
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum

* Accepted to CVPR 2019 

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Smooth Adversarial Examples

Mar 28, 2019
Hanwei Zhang, Yannis Avrithis, Teddy Furon, Laurent Amsaleg


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Dense Classification and Implanting for Few-Shot Learning

Mar 12, 2019
Yann Lifchitz, Yannis Avrithis, Sylvaine Picard, Andrei Bursuc

* CVPR 2019 

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Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking

Jul 23, 2018
Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondrej Chum


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Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

Mar 29, 2018
Filip Radenović, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondřej Chum

* CVPR 2018 

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Mining on Manifolds: Metric Learning without Labels

Mar 29, 2018
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum


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Fast Spectral Ranking for Similarity Search

Mar 29, 2018
Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondrej Chum


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Unsupervised object discovery for instance recognition

Jan 24, 2018
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum


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Panorama to panorama matching for location recognition

Apr 21, 2017
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum


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Unsupervised part learning for visual recognition

Apr 12, 2017
Ronan Sicre, Yannis Avrithis, Ewa Kijak, Frederic Jurie


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Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations

Apr 11, 2017
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum

* CVPR 2017 

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Automatic discovery of discriminative parts as a quadratic assignment problem

Nov 14, 2016
Ronan Sicre, Julien Rabin, Yannis Avrithis, Teddy Furon, Frederic Jurie


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