NK
N. Komodakis
cs.CVcs.LGAlgorithmscs.NESubtraction TechniqueArtificial Intelligencecs.AIcs.CLcs.NAeess.IV
On Valency
published · living versionsW_fpyczv47·v1 · currentpublished
Learning the Dose Manifold: A Latent Diffusion Framework for Volumetric Dose Prediction in Automated Radiotherapy Treatment Planning
with J. Boyer-Chammard, R. Vauclin, M. C. Biston, P. Maury +5
1 version
W_5gfcfbvf·v1published
Preprints & journals
60 papers in the corpus · 2007–2026Latent-Foresight: End-to-End Learning Predictable Representations for Latent World Models2610.01942v1 · Efstathios Karypidis, Spyros Gidaris, Nikos Komodakis2026 · 0 citationsarXiv
Coevolving Representations in Joint Image-Feature Diffusion2604.17492v1 · Theodoros Kouzelis, Spyros Gidaris, Nikos Komodakis2026 · 0 citationsarXiv
Representations Before Pixels: Semantics-Guided Hierarchical Video Prediction2604.11707v1 · Efstathios Karypidis, Spyros Gidaris, Nikos Komodakis2026 · 0 citationsarXiv
Retrieve and Segment: Are a Few Examples Enough to Bridge the Supervision Gap in Open-Vocabulary Segmentation?2602.23339v1 · Tilemachos Aravanis, Vladan Stojni'c, Bill Psomas et al.2026 · 0 citationsarXiv
A High-Level Survey of Optical Remote Sensing2602.17397v1 · Panagiotis Koletsis, Vasilis Efthymiou, Maria Vakalopoulou et al.2026 · 0 citationsarXiv
Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency2506.10178v3 · Bill Psomas, Dionysis Christopoulos, Eirini Baltzi et al.2025 · 0 citationsarXiv
Deep learning detection of acute and sub-acute lesion activity from single-timepoint conventional brain MRI in multiple sclerosis.40505211 · Spinat, Quentin, Audelan, Benoit, Jiang, Xiaotong et al.2025 · 2 citationsMedical image analysis. 2025;105:103619
Multi-Token Prediction Needs Registers2505.10518v1 · Anastasios Gerontopoulos, Spyros Gidaris, Nikos Komodakis2025 · 1 citationarXiv
ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization2505.02819v4 · Dmitriy Shopkhoev, Ammar Ali, Magauiya Zhussip et al.2025 · 0 citationsarXiv
Boosting Generative Image Modeling via Joint Image-Feature Synthesis2504.16064v3 · Theodoros Kouzelis, Efstathios Karypidis, Ioannis Kakogeorgiou et al.2025 · 4 citationsarXiv
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling2502.09509v3 · Theodoros Kouzelis, Ioannis Kakogeorgiou, Spyros Gidaris et al.2025 · 0 citationsarXiv
Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers2501.08303v2 · Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris et al.2025 · 4 citationsarXiv
DINO-Foresight: Looking into the Future with DINO2412.11673v2 · Efstathios Karypidis, Ioannis Kakogeorgiou, Spyros Gidaris et al.2024 · 7 citationsarXiv
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images2404.13103v1 · Marius Schmidt-Mengin, Alexis Benichoux, Shibeshih Belachew et al.2024 · 3 citationsarXiv
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers2312.00648v3 · Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos et al.2023 · 17 citationsarXiv
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments2307.09361v2 · Spyros Gidaris, Andrei Bursuc, Oriane Simeoni et al.2023 · 1 citationarXiv
What to Hide from Your Students: Attention-Guided Masked Image Modeling2203.12719v2 · Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas et al.2022 · 117 citationsEuropean Conference on Computer Vision (2022)
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning2012.11552v2 · Spyros Gidaris, Andrei Bursuc, Gilles Puy et al.2020 · 76 citationsarXiv
Learning Representations by Predicting Bags of Visual Words2002.12247v1 · Spyros Gidaris, Andrei Bursuc, Nikos Komodakis et al.2020 · 97 citationsarXiv
QUEST: Quantized embedding space for transferring knowledge1912.01540v2 · Himalaya Jain, Spyros Gidaris, Nikos Komodakis et al.2019 · 11 citationsarXiv
Deep Tone Mapping Operator for High Dynamic Range Images.31484117 · Rana, Aakanksha, Singh, Praveer, Valenzise, Giuseppe et al.2024 · 134 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2019
Boosting Few-Shot Visual Learning with Self-Supervision1906.05186v1 · Spyros Gidaris, Andrei Bursuc, Nikos Komodakis et al.2019 · 433 citationsarXiv
Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning1905.01102v1 · Spyros Gidaris, Nikos Komodakis2019 · 295 citationsarXiv
Exploring Weight Symmetry in Deep Neural Networks1812.11027v2 · Xu Shell Hu, Sergey Zagoruyko, Nikos Komodakis2018 · 21 citationsarXiv
Scattering Networks for Hybrid Representation Learning.30028690 · Oyallon, Edouard, Zagoruyko, Sergey, Huang, Gabriel et al.2019 · 78 citationsIEEE transactions on pattern analysis and machine intelligence. 2019;41(9):2208-2221
SCOM: Spatiotemporal Constrained Optimization for Salient Object Detection.29641411 · Chen, Yuhuan, Zou, Wenbin, Tang, Yi et al.2018 · 119 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2018;27(7):3345-3357
Dynamic Few-Shot Visual Learning without Forgetting1804.09458v1 · Spyros Gidaris, Nikos Komodakis2018 · 68 citationsarXiv
Unsupervised Representation Learning by Predicting Image Rotations1803.07728v1 · Spyros Gidaris, Praveer Singh, Nikos Komodakis2018 · 2,480 citationsarXiv
GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders1802.03480v1 · Martin Simonovsky, Nikos Komodakis2018 · 788 citationsarXiv
Newton-type Methods for Inference in Higher-Order Markov Random Fields1709.01237v1 · Hariprasad Kannan, Nikos Komodakis, Nikos Paragios2017 · 3 citationsPoster at IEEE International Conference on Computer Vision and Pattern Recognition 2017
DiracNets: Training Very Deep Neural Networks Without Skip-Connections1706.00388v2 · Sergey Zagoruyko, Nikos Komodakis2017 · 74 citationsarXiv
Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs1704.02901v3 · Martin Simonovsky, Nikos Komodakis2017 · 1,337 citationsarXiv
Rotation equivariant vector field networks1612.09346v3 · Diego Marcos, Michele Volpi, Nikos Komodakis et al.2016 · 238 citationsarXiv
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling1612.04770v1 · Spyros Gidaris, Nikos Komodakis2016 · 132 citationsarXiv
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer1612.03928v3 · Sergey Zagoruyko, Nikos Komodakis2016 · 2,027 citationsarXiv
A Robust and Efficient Approach to License Plate Detection.27893394 · Yuan, Yule, Zou, Wenbin, Zhao, Yong et al.2018 · 244 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2017;26(3):1102-1114
A Deep Metric for Multimodal Registration1609.05396v1 · Martin Simonovsky, Benjam'in Guti'errez-Becker, Diana Mateus et al.2016 · 222 citationsarXiv
OnionNet: Sharing Features in Cascaded Deep Classifiers1608.02728v1 · Martin Simonovsky, Nikos Komodakis2016 · 0 citationsarXiv
(Hyper)-graphical models in biomedical image analysis.27377331 · Paragios, Nikos, Ferrante, Enzo, Glocker, Ben et al.2018 · 21 citationsMedical image analysis. 2016;33:102-106
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization1606.04446v1 · Spyros Gidaris, Nikos Komodakis2016 · 23 citationsarXiv
Wide Residual Networks1605.07146v4 · Sergey Zagoruyko, Nikos Komodakis2016 · 7,240 citationsarXivon Valency
LocNet: Improving Localization Accuracy for Object Detection1511.07763v2 · Spyros Gidaris, Nikos Komodakis2015 · 155 citationsarXiv
Unsupervised Joint Salient Region Detection and Object Segmentation.26186782 · Zou, Wenbin, Liu, Zhi, Kpalma, Kidiyo et al.2015 · 39 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2015;24(11):3858-73
A Framework for Efficient Structured Max-Margin Learning of High-Order MRF Models.26352450 · Komodakis, Nikos, Xiang, Bo, Paragios, Nikos2015 · 15 citationsIEEE transactions on pattern analysis and machine intelligence. 2015;37(7):1425-41
Object detection via a multi-region & semantic segmentation-aware CNN model1505.01749v3 · Spyros Gidaris, Nikos Komodakis2015 · 802 citationsarXiv
Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems1406.5429v2 · Nikos Komodakis, Jean-Christophe Pesquet2014 · 434 citationsarXiv
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems1404.0533v1 · Jorg H. Kappes, Bjoern Andres, Fred A. Hamprecht et al.2014 · 175 citationsarXiv
Deformable medical image registration: setting the state of the art with discrete methods.21568711 · Glocker, Ben, Sotiras, Aristeidis, Komodakis, Nikos et al.2012 · 193 citationsAnnual review of biomedical engineering. 2011;13:219-44
MRF energy minimization and beyond via dual decomposition.20479493 · Komodakis, Nikos, Paragios, Nikos, Tziritas, Georgios2011 · 277 citationsIEEE transactions on pattern analysis and machine intelligence. 2011;33(3):531-52
Linear intensity-based image registration by Markov random fields and discrete optimization.20537936 · Zikic, Darko, Glocker, Ben, Kutter, Oliver et al.2011 · 51 citationsMedical image analysis. 2010;14(4):550-62
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