Spyros Gidaris

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Semantic Segmentation

Top Venues

Publications

Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc, Antonín Vobecký, Patrick Pérez, Renaud Marlet
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks. CoRR (2024)
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
Valeo4Cast: A Modular Approach to End-to-End Forecasting. CoRR (2024)
Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Pérez
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments. Trans. Mach. Learn. Res. 2024 (2024)
Antonín Vobecký, Oriane Siméoni, David Hurych, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images. CoRR (2024)
Walter Simoncini, Spyros Gidaris, Andrei Bursuc, Yuki M. Asano
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations. CoRR (2024)
Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving. CVPR (2023)
Oriane Siméoni, Éloi Zablocki, Spyros Gidaris, Gilles Puy, Patrick Pérez
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey. CoRR (2023)
Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving. CoRR (2023)
Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet
Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving. CoRR (2023)
Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos, Nikos Komodakis
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers. CoRR (2023)
Spyros Gidaris, Andrei Bursuc, Oriane Siméoni, Antonín Vobecký, Nikos Komodakis, Matthieu Cord, Patrick Pérez
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments. CoRR (2023)
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
Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis. Int. J. Comput. Vis. 130 (5) (2022)
Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation. ECCV (38) (2022)
Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data. CoRR (2022)
Antonín Vobecký, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation. CoRR (2022)
Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce
Active Learning Strategies for Weakly-supervised Object Detection. CoRR (2022)
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis
What to Hide from Your Students: Attention-Guided Masked Image Modeling. ECCV (30) (2022)
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis
What to Hide from Your Students: Attention-Guided Masked Image Modeling. CoRR (2022)
Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce
Active Learning Strategies for Weakly-Supervised Object Detection. ECCV (30) (2022)
Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data. CVPR (2022)
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce
Localizing Objects with Self-Supervised Transformers and no Labels. CoRR (2021)
Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce
Localizing Objects with Self-supervised Transformers and no Labels. BMVC (2021)
Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Pérez
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning. CVPR (2021)
Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Pérez, Matthieu Cord
QuEST: Quantized Embedding Space for Transferring Knowledge. ECCV (21) (2020)
Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Pérez
Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning. CoRR (2020)
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord
Learning Representations by Predicting Bags of Visual Words. CVPR (2020)
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord
Learning Representations by Predicting Bags of Visual Words. CoRR (2020)
Xi Shen, Ilaria Pastrolin, Oumayma Bounou, Spyros Gidaris, Marc H. Smith, Olivier Poncet, Mathieu Aubry
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach. ICPR (2020)
Spyros Gidaris, Nikos Komodakis
Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning. CoRR (2019)
Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Pérez, Matthieu Cord
QUEST: Quantized embedding space for transferring knowledge. CoRR (2019)
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord
Boosting Few-Shot Visual Learning with Self-Supervision. CoRR (2019)
Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord
Boosting Few-Shot Visual Learning With Self-Supervision. ICCV (2019)
Spyros Gidaris, Nikos Komodakis
Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning. CVPR (2019)
Xi Shen, Ilaria Pastrolin, Oumayma Bounou, Spyros Gidaris, Marc H. Smith, Olivier Poncet, Mathieu Aubry
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach. CoRR (2019)
Spyros Gidaris, Praveer Singh, Nikos Komodakis
Unsupervised Representation Learning by Predicting Image Rotations. ICLR (Poster) (2018)
Spyros Gidaris, Praveer Singh, Nikos Komodakis
Unsupervised Representation Learning by Predicting Image Rotations. CoRR (2018)
George Papandreou, Tyler Zhu, Liang-Chieh Chen, Spyros Gidaris, Jonathan Tompson, Kevin Murphy
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model. CoRR (2018)
George Papandreou, Tyler Zhu, Liang-Chieh Chen, Spyros Gidaris, Jonathan Tompson, Kevin Murphy
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model. ECCV (14) (2018)
Spyros Gidaris, Nikos Komodakis
Dynamic Few-Shot Visual Learning without Forgetting. CoRR (2018)
Spyros Gidaris, Nikos Komodakis
Dynamic Few-Shot Visual Learning Without Forgetting. CVPR (2018)
Spyros Gidaris, Nikos Komodakis
Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling. CVPR (2017)
Spyros Gidaris, Nikos Komodakis
LocNet: Improving Localization Accuracy for Object Detection. CVPR (2016)
Spyros Gidaris, Nikos Komodakis
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling. CoRR (2016)
Spyros Gidaris, Nikos Komodakis
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization. CoRR (2016)
Spyros Gidaris, Nikos Komodakis
LocNet: Improving Localization Accuracy for Object Detection. CoRR (2015)
Spyros Gidaris, Nikos Komodakis
Object Detection via a Multi-region and Semantic Segmentation-Aware CNN Model. ICCV (2015)
Spyros Gidaris, Nikos Komodakis
Object detection via a multi-region & semantic segmentation-aware CNN model. CoRR (2015)