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Localizing Objects with Self-Supervised Transformers and no Labels


Sep 29, 2021
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce


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Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning


Dec 21, 2020
Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Pérez

* Technical report. Code at https://github.com/valeoai/obow 

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Learning Representations by Predicting Bags of Visual Words


Feb 27, 2020
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord

* Accepted to CVPR2020 

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QUEST: Quantized embedding space for transferring knowledge


Dec 03, 2019
Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Pérez, Matthieu Cord


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Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach


Aug 27, 2019
Xi Shen, Ilaria Pastrolin, Oumayma Bounou, Spyros Gidaris, Marc Smith, Olivier Poncet, Mathieu Aubry


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Boosting Few-Shot Visual Learning with Self-Supervision


Jun 12, 2019
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord


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Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning


May 03, 2019
Spyros Gidaris, Nikos Komodakis

* Oral presentation at CVPR 2019. The code and models of our paper will be published on: https://github.com/gidariss/wDAE_GNN_FewShot 

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Dynamic Few-Shot Visual Learning without Forgetting


Apr 25, 2018
Spyros Gidaris, Nikos Komodakis

* Accepted at CVPR 2018. Code and models will be published on: https://github.com/gidariss/FewShotWithoutForgetting 

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PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model


Mar 22, 2018
George Papandreou, Tyler Zhu, Liang-Chieh Chen, Spyros Gidaris, Jonathan Tompson, Kevin Murphy

* Person detection and pose estimation, segmentation and grouping 

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Unsupervised Representation Learning by Predicting Image Rotations


Mar 21, 2018
Spyros Gidaris, Praveer Singh, Nikos Komodakis

* Accepted at ICLR2018. Code and models will be published on: https://github.com/gidariss/FeatureLearningRotNet 

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Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling


Dec 14, 2016
Spyros Gidaris, Nikos Komodakis


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Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization


Jun 14, 2016
Spyros Gidaris, Nikos Komodakis

* Technical report. Code as well as box proposals computed for several datasets are available at:: https://github.com/gidariss/AttractioNet 

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LocNet: Improving Localization Accuracy for Object Detection


Apr 07, 2016
Spyros Gidaris, Nikos Komodakis

* Extended technical report -- short version to appear as oral paper on CVPR 2016. Code: https://github.com/gidariss/LocNet/ 

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Object detection via a multi-region & semantic segmentation-aware CNN model


Sep 23, 2015
Spyros Gidaris, Nikos Komodakis

* Extended technical report -- short version to appear at ICCV 2015 

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