Gidaris, Spyros

28 publications

CVPR 2025 Advancing Semantic Future Prediction Through Multimodal Visual Sequence Transformers Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris, Nikos Komodakis

NeurIPS 2025 Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis, Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris, Nikos Komodakis

NeurIPS 2025 DINO-Foresight: Looking into the Future with DINO Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris, Nikos Komodakis

ICCV 2025 DIP: Unsupervised Dense In-Context Post-Training of Visual Representations Sophia Sirko-Galouchenko, Spyros Gidaris, Antonin Vobecky, Andrei Bursuc, Nicolas Thome

ICML 2025 EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling Theodoros Kouzelis, Ioannis Kakogeorgiou, Spyros Gidaris, Nikos Komodakis

NeurIPS 2025 Multi-Token Prediction Needs Registers Anastasios Gerontopoulos, Spyros Gidaris, Nikos Komodakis

TMLR 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 Perez

NeurIPS 2024 No Train, All Gain: Self-Supervised Gradients Improve Deep Frozen Representations Walter Simoncini, Spyros Gidaris, Andrei Bursuc, Yuki M. Asano

CVPRW 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

CVPR 2024 SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos, Nikos Komodakis

CVPR 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

ECCVW 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

CVPR 2023 RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet

ECCV 2022 Active Learning Strategies for Weakly-Supervised Object Detection Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce

ECCV 2022 Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation Antonin Vobecky, David Hurych, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic

CVPR 2022 Image-to-LiDAR Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet

ECCV 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

CVPR 2021 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Perez

CVPR 2020 Learning Representations by Predicting Bags of Visual Words Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Perez, Matthieu Cord

ECCV 2020 QuEST: Quantized Embedding Space for Transferring Knowledge Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Pérez, Matthieu Cord

ICCV 2019 Boosting Few-Shot Visual Learning with Self-Supervision Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Perez, Matthieu Cord

CVPR 2019 Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning Spyros Gidaris, Nikos Komodakis

CVPR 2018 Dynamic Few-Shot Visual Learning Without Forgetting Spyros Gidaris, Nikos Komodakis

ECCV 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

ICLR 2018 Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris, Praveer Singh, Nikos Komodakis

CVPR 2017 Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling Spyros Gidaris, Nikos Komodakis

CVPR 2016 LocNet: Improving Localization Accuracy for Object Detection Spyros Gidaris, Nikos Komodakis

ICCV 2015 Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN Model Spyros Gidaris, Nikos Komodakis