Publications

All publications are available on my Google Scholar profile.

Selected publications

2023:

Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training

Radenovic F., Dubey A., Kadian A., Mihaylov T., Vandenhende S., Patel Y., Wen Y., Ramanathan V., Mahajan D.

arXiv 2023

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2022:

Neural Basis Models for Interpretability

Radenovic F., Dubey A., Mahajan D.

NeurIPS 2022

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Scalable Interpretability via Polynomials

Dubey A., Radenovic F., Mahajan D.

NeurIPS 2022

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Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals

Vandenhende S., Mahajan D., Radenovic F., Ghadiyaram D.

ECCV 2022

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2021:

Large-Scale Attribute-Object Compositions

Radenovic F., Sinha A., Gordo A., Berg T., Mahajan D.

arXiv 2021

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2020:

Attention-Based Query Expansion Learning

Gordo A., Radenovic F., Berg T.

European Conference on Computer Vision (ECCV) 2020

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2019:

Visual Retrieval with Compact Image Representations

Radenović F., Chum O. (supervisor)

PhD thesis, CTU in Prague 2019

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

Tolias G., Radenović F., Chum O.

International Conference on Computer Vision (ICCV) 2019

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Fine-tuning CNN Image Retrieval with No Human Annotation

Radenović F., Tolias G., Chum O.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019

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2018:

Deep Shape Matching

Radenović F., Tolias G., Chum O.

European Conference on Computer Vision (ECCV) 2018

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Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

Radenović F., Iscen A., Tolias G., Avrithis Y., Chum O.

Conference on Computer Vision and Pattern Recognition (CVPR) 2018

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Repeatability Is Not Enough: Learning Affine Regions via Discriminability

Mishkin D., Radenović F., Matas J.

European Conference on Computer Vision (ECCV) 2018

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2017:

Working hard to know your neighbor's margins: Local descriptor learning loss

Mishchuk A., Mishkin D., Radenović F., Matas J.

Conference on Neural Information Processing Systems (NeurIPS) 2017

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2016:

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

Radenović F., Tolias G., Chum O.

European Conference on Computer Vision (ECCV) 2016

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From Dusk till Dawn: Modeling in the Dark

Radenović F., Schönberger J. L., Ji D., Frahm J., Chum O., Matas J.

Conference on Computer Vision and Pattern Recognition (CVPR) 2016

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2015:

Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors

Radenović F., Jégou H., Chum O.

International Conference on Multimedia Retrieval (ICMR) 2015

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From Single Image Query to Detailed 3D Reconstruction

Schönberger J. L., Radenović F., Chum O., Frahm J.

Conference on Computer Vision and Pattern Recognition (CVPR) 2015

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Hyperpoints and Fine Vocabularies for Large-Scale Location Recognition

Sattler T., Havlena M., Radenović F., Schindler K., Pollefeys M.

International Conference on Computer Vision (ICCV) 2015

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2014:

Efficient Image Detail Mining

Mikulík A., Radenović F., Chum O., Matas J.

Asian Conference on Computer Vision (ACCV) 2014

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Filip Radenovic

Publications

Selected publications

2023:

2022:

2021:

2020:

2019:

2018:

2017:

2016:

2015:

2014: