Spyros Gidaris

According to our database, Spyros Gidaris authored at least 32 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey.

Oriane Siméoni, Éloi Zablocki, Spyros Gidaris, Gilles Puy, Patrick Pérez

Int. J. Comput. Vis., February, 2025

2024

MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments.

Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Pérez

Trans. Mach. Learn. Res., 2024

DINO-Foresight: Looking into the Future with DINO.

Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris, Nikos Komodakis

CoRR, 2024

No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations.

Walter Simoncini, Spyros Gidaris, Andrei Bursuc, Yuki M. Asano

CoRR, 2024

Valeo4Cast: A Modular Approach to End-to-End Forecasting.

Yihong Xu, Éloi Zablocki, Alexandre Boulch, Gilles Puy, Mickaël Chen, Florent Bartoccioni, Nermin Samet, Oriane Siméoni, Spyros Gidaris, Tuan-Hung Vu, Andrei Bursuc, Eduardo Valle, Renaud Marlet, Matthieu Cord

CoRR, 2024

OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks.

Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc, Antonín Vobecký, Patrick Pérez, Renaud Marlet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Three Pillars Improving Vision Foundation Model Distillation for Lidar.

Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers.

Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos, Nikos Komodakis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving.

Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet

CoRR, 2023

POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images.

Antonín Vobecký, Oriane Siméoni, David Hurych, Spyridon Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving.

Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis.

Xi Shen, Robin Champenois, Shiry Ginosar, Ilaria Pastrolin, Morgane Rousselot, Oumayma Bounou, Tom Monnier, Spyros Gidaris, François Bougard, Pierre-Guillaume Raverdy, Marie-Françoise Limon-Bonnet, Christine Benevent, Marc H. Smith, Olivier Poncet, K. Bender, Béatrice Joyeux-Prunel, Elizabeth Honig, Alexei A. Efros, Mathieu Aubry

Int. J. Comput. Vis., 2022

Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation.

Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic

Proceedings of the Computer Vision - ECCV 2022, 2022

Active Learning Strategies for Weakly-Supervised Object Detection.

Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce

Proceedings of the Computer Vision - ECCV 2022, 2022

What to Hide from Your Students: Attention-Guided Masked Image Modeling.

Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis

Proceedings of the Computer Vision - ECCV 2022, 2022

Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data.

Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Localizing Objects with Self-supervised Transformers and no Labels.

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

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

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

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

CoRR, 2020

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

Xi Shen, Ilaria Pastrolin, Oumayma Bounou, Spyros Gidaris, Marc H. Smith, Olivier Poncet, Mathieu Aubry

Proceedings of the 25th International Conference on Pattern Recognition, 2020

QuEST: Quantized Embedding Space for Transferring Knowledge.

Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Pérez, Matthieu Cord

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Representations by Predicting Bags of Visual Words.

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Boosting Few-Shot Visual Learning With Self-Supervision.

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning.

Spyros Gidaris, Nikos Komodakis

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Unsupervised Representation Learning by Predicting Image Rotations.

Spyros Gidaris, Praveer Singh, Nikos Komodakis

Proceedings of the 6th International Conference on Learning Representations, 2018

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

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

Proceedings of the Computer Vision - ECCV 2018, 2018

Dynamic Few-Shot Visual Learning Without Forgetting.

Spyros Gidaris, Nikos Komodakis

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling.

Spyros Gidaris, Nikos Komodakis

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

LocNet: Improving Localization Accuracy for Object Detection.

Spyros Gidaris, Nikos Komodakis

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

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

Spyridon Gidaris, Nikos Komodakis

Proceedings of the British Machine Vision Conference 2016, 2016

2015

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

Spyros Gidaris, Nikos Komodakis

CoRR, 2015

Object Detection via a Multi-region and Semantic Segmentation-Aware CNN Model.

Spyros Gidaris, Nikos Komodakis

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015