| 2025 | CVPR | Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers. | Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris, Nikos Komodakis |
| 2025 | ICML | EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling. | Theodoros Kouzelis, Ioannis Kakogeorgiou, Spyros Gidaris, Nikos Komodakis |
| 2025 | MICCAI | Diffusing Boundaries: CBCT-to-CT Translation with Extended Field of View. | Quentin Spinat, Audrey Duran, Olivier Teboul, Nikos Paragios, Nikos Komodakis |
| 2024 | CVPR | SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers. | Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos, Nikos Komodakis |
| 2024 | CVPR | ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images. | Marius Schmidt-Mengin, Alexis Benichoux, Shibeshih Mitiku Belachew, Nikos Komodakis, Nikos Paragios |
| 2022 | ECCV | 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 |
| 2021 | CVPR | OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning. | Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Prez |
| 2020 | CVPR | Learning Representations by Predicting Bags of Visual Words. | Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Prez, Matthieu Cord |
| 2020 | ECCV | QuEST: Quantized Embedding Space for Transferring Knowledge. | Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Prez, Matthieu Cord |
| 2019 | CVPR | Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning. | Spyros Gidaris, Nikos Komodakis |
| 2019 | ICCV | Boosting Few-Shot Visual Learning With Self-Supervision. | Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Prez, Matthieu Cord |
| 2018 | CVPR | Dynamic Few-Shot Visual Learning Without Forgetting. | Spyros Gidaris, Nikos Komodakis |
| 2018 | ICANN | GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders. | Martin Simonovsky, Nikos Komodakis |
| 2018 | ICLR | Unsupervised Representation Learning by Predicting Image Rotations. | Spyros Gidaris, Praveer Singh, Nikos Komodakis |
| 2018 | ICLR | Towards Variational Generation of Small Graphs. | Martin Simonovsky, Nikos Komodakis |
| 2018 | IGARSS | Effective Building Extraction by Learning to Detect and Correct Erroneous Labels in Segmentation Mask. | Praveer Singh, Nikos Komodakis |
| 2018 | IGARSS | Cloud-Gan: Cloud Removal for Sentinel-2 Imagery Using a Cyclic Consistent Generative Adversarial Networks. | Praveer Singh, Nikos Komodakis |
| 2017 | CVPR | Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling. | Spyros Gidaris, Nikos Komodakis |
| 2017 | CVPR | Newton-Type Methods for Inference in Higher-Order Markov Random Fields. | Hariprasad Kannan, Nikos Komodakis, Nikos Paragios |
| 2017 | CVPR | Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs. | Martin Simonovsky, Nikos Komodakis |
| 2017 | ICCV | Rotation Equivariant Vector Field Networks. | Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia |
| 2017 | ICLR | Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer. | Sergey Zagoruyko, Nikos Komodakis |
| 2017 | WACV | Patchwork Stereo: Scalable, Structure-Aware 3D Reconstruction in Man-Made Environments. | Amine Bourki, Martin de La Gorce, Renaud Marlet, Nikos Komodakis |
| 2016 | BMVC | Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization. | Spyridon Gidaris, Nikos Komodakis |
| 2016 | BMVC | OnionNet: Sharing Features in Cascaded Deep Classifiers. | Martin Simonovsky, Nikos Komodakis |
| 2016 | BMVC | Wide Residual Networks. | Sergey Zagoruyko, Nikos Komodakis |
| 2016 | CVPR | LocNet: Improving Localization Accuracy for Object Detection. | Spyros Gidaris, Nikos Komodakis |
| 2016 | MICCAI | A Deep Metric for Multimodal Registration. | Martin Simonovsky, Benjamn Gutirrez-Becker, Diana Mateus, Nassir Navab, Nikos Komodakis |
| 2015 | CVPR | Simultaneous registration and change detection in multitemporal, very high resolution remote sensing data. | Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios |
| 2015 | CVPR | Learning to compare image patches via convolutional neural networks. | Sergey Zagoruyko, Nikos Komodakis |
| 2015 | ICCV | Object Detection via a Multi-region and Semantic Segmentation-Aware CNN Model. | Spyros Gidaris, Nikos Komodakis |
| 2015 | ICCV | HARF: Hierarchy-Associated Rich Features for Salient Object Detection. | Wenbin Zou, Nikos Komodakis |
| 2015 | IGARSS | Building detection in very high resolution multispectral data with deep learning features. | Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios |
| 2014 | CVPR | Learning to Detect Ground Control Points for Improving the Accuracy of Stereo Matching. | Aristotle Spyropoulos, Nikos Komodakis, Philippos Mordohai |
| 2014 | ECCV | A MAP-Estimation Framework for Blind Deblurring Using High-Level Edge Priors. | Yipin Zhou, Nikos Komodakis |
| 2014 | ICPR | Discrete Visual Perception. | Nikos Paragios, Nikos Komodakis |
| 2013 | CAIP | Interactive Image Segmentation via Graph Clustering and Synthetic Coordinates Modeling. | Costas Panagiotakis, Harris Papadakis, Elias Grinias, Nikos Komodakis, Paraskevi Fragopoulou, Georgios Tziritas |
| 2013 | CVPR | A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems. | Jrg H. Kappes, Bjrn Andres, Fred A. Hamprecht, Christoph Schnrr, Sebastian Nowozin, Dhruv Batra, Sungwoong Kim, Bernhard X. Kausler, Jan Lellmann, Nikos Komodakis, Carsten Rother |
| 2013 | ISVC | Pose Invariant Deformable Shape Priors Using L 1 Higher Order Sparse Graphs. | Bo Xiang, Nikos Komodakis, Nikos Paragios |
| 2012 | ACCV | MRF-Based Blind Image Deconvolution. | Nikos Komodakis, Nikos Paragios |
| 2011 | CVPR | Efficient training for pairwise or higher order CRFs via dual decomposition. | Nikos Komodakis |
| 2011 | ICCV | Learning to cluster using high order graphical models with latent variables. | Nikos Komodakis |
| 2010 | ECCV | Towards More Efficient and Effective LP-Based Algorithms for MRF Optimization. | Nikos Komodakis |
| 2010 | ICPR | Flooding and MRF-based Algorithms for Interactive Segmentation. | Ilias Grinias, Nikos Komodakis, Georgios Tziritas |
| 2009 | CVPR | Shape priors and discrete MRFs for knowledge-based segmentation. | Ahmed Besbes, Nikos Komodakis, Georg Langs, Nikos Paragios |
| 2009 | CVPR | Discrete tracking of parametrized curves. | Tim Hauke Heibel, Ben Glocker, Martin Groher, Nikos Paragios, Nikos Komodakis, Nassir Navab |
| 2009 | CVPR | Beyond pairwise energies: Efficient optimization for higher-order MRFs. | Nikos Komodakis, Nikos Paragios |
| 2009 | ISVC | Approximated Curvature Penalty in Non-rigid Registration Using Pairwise MRFs. | Ben Glocker, Nikos Komodakis, Nikos Paragios, Nassir Navab |
| 2009 | MICCAI | Graphical Models and Deformable Diffeomorphic Population Registration Using Global and Local Metrics. | Aristeidis Sotiras, Nikos Komodakis, Ben Glocker, Jean-Franois Deux, Nikos Paragios |
| 2008 | AVSS | Commentary Paper on "Textural Segmentation of Sidescan Sonar Images Based on Gabor Filters Bank and Active Contours without Edges". | Nikos Komodakis, George Bebis |
| 2008 | CVPR | Optical flow estimation with uncertainties through dynamic MRFs. | Ben Glocker, Nikos Paragios, Nikos Komodakis, Georgios Tziritas, Nassir Navab |
| 2008 | ECCV | Beyond Loose LP-Relaxations: Optimizing MRFs by Repairing Cycles. | Nikos Komodakis, Nikos Paragios |
| 2008 | MICCAI | Deformable Mosaicing for Whole-Body MRI. | Christian Wachinger, Ben Glocker, Jochen Zeltner, Nikos Paragios, Nikos Komodakis, Michael Sass Hansen, Nassir Navab |
| 2007 | CVPR | Fast, Approximately Optimal Solutions for Single and Dynamic MRFs. | Nikos Komodakis, Georgios Tziritas, Nikos Paragios |
| 2007 | ICCV | MRF Optimization via Dual Decomposition: Message-Passing Revisited. | Nikos Komodakis, Nikos Paragios, Georgios Tziritas |
| 2007 | ISVC | 4D Ventricular Segmentation and Wall Motion Estimation Using Efficient Discrete Optimization. | Ahmed Besbes, Nikos Komodakis, Ben Glocker, Georgios Tziritas, Nikos Paragios |
| 2007 | ISVC | Expression Mimicking : From 2D Monocular Sequences to 3D Animations. | Charlotte Ghys, Maxime Taron, Nikos Paragios, Nikos Komodakis, Benedicte Bascle |
| 2007 | MICCAI | Primal/Dual Linear Programming and Statistical Atlases for Cartilage Segmentation. | Ben Glocker, Nikos Komodakis, Nikos Paragios, Christian Glaser, Georgios Tziritas, Nassir Navab |
| 2006 | CVPR | Image Completion Using Global Optimization. | Nikos Komodakis |
| 2005 | ICCV | A New Framework for Approximate Labeling via Graph Cuts. | Nikos Komodakis, Georgios Tziritas |