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Learning and aggregating deep local descriptors for instance-level recognition

Jul 26, 2020
Giorgos Tolias, Tomas Jenicek, Ondřej Chum

* ECCV 2020 

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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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Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the Tower

Aug 24, 2019
Giorgos Tolias, Filip Radenovic, Ondřej Chum


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Explicit Spatial Encoding for Deep Local Descriptors

Apr 15, 2019
Arun Mukundan, Giorgos Tolias, 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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Understanding and Improving Kernel Local Descriptors

Nov 27, 2018
Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondřej Chum


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Deep Shape Matching

Jul 25, 2018
Filip Radenović, Giorgos Tolias, Ondřej Chum

* ECCV 2018 

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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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Fine-tuning CNN Image Retrieval with No Human Annotation

Jul 10, 2018
Filip Radenović, Giorgos Tolias, Ondřej Chum

* TPAMI 2018. arXiv admin note: substantial text overlap with arXiv:1604.02426 

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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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Multiple-Kernel Local-Patch Descriptor

Jul 25, 2017
Arun Mukundan, Giorgos Tolias, Ondrej Chum

* To appear in the British Machine Vision Conference (BMVC), September 2017 

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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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Asymmetric Feature Maps with Application to Sketch Based Retrieval

Apr 12, 2017
Giorgos Tolias, Ondřej Chum

* CVPR 2017 

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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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CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples

Sep 07, 2016
Filip Radenović, Giorgos Tolias, Ondřej Chum

* ECCV 2016 

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Particular object retrieval with integral max-pooling of CNN activations

Feb 24, 2016
Giorgos Tolias, Ronan Sicre, Hervé Jégou


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A comparison of dense region detectors for image search and fine-grained classification

Apr 17, 2015
Ahmet Iscen, Giorgos Tolias, Philippe-Henri Gosselin, Hervé Jégou

* Accepted to IEEE Transactions on Image Processing 

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Orientation covariant aggregation of local descriptors with embeddings

Nov 25, 2014
Giorgos Tolias, Teddy Furon, Hervé Jégou

* European Conference on Computer Vision (2014) 

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