Nikos Komodakis
- Wide Residual Networks
2016/05/23 by Sergey Zagoruyko, Zagoruyko, Sergey, Nikos Komodakis +1 · 628 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer
2016/12/12 by Sergey Zagoruyko, Zagoruyko, Sergey, Nikos Komodakis +1 · 200 citations
Computer Science · Engineering · #Visual Attention and Saliency Detection #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications
- Unsupervised Representation Learning by Predicting Image Rotations
2018/03/21 by Spyros Gidaris, Praveer Singh, Gidaris, Spyros +3 · 98 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GraphVAE: Towards Generation of Small Graphs Using Variational\n Autoencoders
2018/02/09 by Martin Simonovsky, Simonovsky, Martin, Nikos Komodakis +1 · 52 citations
Materials Science · Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Materials Science #Genetics, Bioinformatics, and Biomedical Research #Topic Modeling
- Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs
2017/04/10 by Martin Simonovsky, Nikos Komodakis, Simonovsky, Martin +1 · 27 citations
Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Learning to Compare Image Patches via Convolutional Neural Networks
2015/04/14 by Sergey Zagoruyko, Nikos Komodakis, Zagoruyko, Sergey +1 · 36 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Dynamic Few-Shot Visual Learning without Forgetting
2018/04/25 by Spyros Gidaris, Nikos Komodakis, Gidaris, Spyros +1 · 32 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Playing with Duality: An overview of recent primal?dual approaches for solving large-scale optimization problems
2015/10/14 by Nikos Komodakis, Jean‐Christophe Pesquet, Jean-Christophe Pesquet · 23 citations
Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
- EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling
2025/02/13 by Theodoros Kouzelis, Ioannis Kakogeorgiou, Kouzelis, Theodoros +5 · 2 voices · 36 citations
Computer Science · #AI in cancer detection #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques #cs.LG
- Playing with Duality: An Overview of Recent Primal-Dual Approaches for\n Solving Large-Scale Optimization Problems
2014/06/20 by Nikos Komodakis, Jean‐Christophe Pesquet, Komodakis, Nikos +1 · 11 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #I.4 #I.5 #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning
2020/12/21 by Spyros Gidaris, Andrei Bursuc, Gidaris, Spyros +9 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers
2023/12/01 by Ioannis Kakogeorgiou, Spyros Gidaris, Kakogeorgiou, Ioannis +5 · 12 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- DiracNets: Training Very Deep Neural Networks Without Skip-Connections
2017/06/01 by Sergey Zagoruyko, Zagoruyko, Sergey, Nikos Komodakis +1 · 7 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- DINO-Foresight: Looking into the Future with DINO
2024/12/16 by Efstathios Karypidis, Karypidis, Efstathios, Ioannis Kakogeorgiou +5 · 15 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Boosting Generative Image Modeling via Joint Image-Feature Synthesis
2025/04/22 by Theodoros Kouzelis, Kouzelis, Theodoros, Efstathios Karypidis +7 · 17 citations
Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis
- Exploring Weight Symmetry in Deep Neural Networks
2018/12/28 by Xu Shell Hu, Hu, Xu Shell, Sergey Zagoruyko +3 · 3 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- Learning Representations by Predicting Bags of Visual Words
2020/02/27 by Spyros Gidaris, Andrei Bursuc, Gidaris, Spyros +7 · 1 voice · 3 citations
#cs.CV #cs.LG
- Generating Classification Weights with GNN Denoising Autoencoders for\n Few-Shot Learning
2019/05/03 by Spyros Gidaris, Gidaris, Spyros, Nikos Komodakis +1 · 3 citations
Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments
2023/07/18 by Spyros Gidaris, Gidaris, Spyros, Andrei Bursuc +13 · 1 voice · 4 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #cs.AI #cs.CV #cs.LG
- Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency
2025/06/11 by Bill Psomas, Psomas, Bill, Dionysis Christopoulos +16 · 2 voices · 3 citations
Computer Science · Social Sciences · #Digital Games and Media #cs.CV
- Multi-Token Prediction Needs Registers
2025/05/15 by Anastasios Gerontopoulos, Spyros Gidaris, Gerontopoulos, Anastasios +3 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Attend Refine Repeat: Active Box Proposal Generation via In-Out\n Localization
2016/06/14 by Spyros Gidaris, Gidaris, Spyros, Nikos Komodakis +1 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications