Alexandros Iosifidis

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 319

Top Venues

Publications

Lukas Hedegaard, Aman Alok, Juby Jose, Alexandros Iosifidis
Structured pruning adapters. Pattern Recognit. 156 (2024)
Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
Accurate Gigapixel Crowd Counting by Iterative Zooming and Refinement. ICASSP (2024)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Reducing redundancy in the bottleneck representation of autoencoders. Pattern Recognit. Lett. 178 (2024)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CoRR (2024)
Negar Heidari, Alexandros Iosifidis
Geometric Deep Learning for Computer-Aided Design: A Survey. CoRR (2024)
Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
Efficient High-Resolution Deep Learning: A Survey. ACM Comput. Surv. 56 (7) (2024)
Nan Li, Alexandros Iosifidis, Qi Zhang
Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder. CoRR (2024)
Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj
Cryptocurrency Portfolio Optimization by Neural Networks. CoRR (2023)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Improving Unimodal Inference with Multimodal Transformers. CoRR (2023)
Martin Magris, Alexandros Iosifidis
Bayesian learning for neural networks: an algorithmic survey. Artif. Intell. Rev. 56 (10) (2023)
Mehdi Rafiei, Dat Thanh Tran, Alexandros Iosifidis
Recognition of Defective Mineral Wool Using Pruned ResNet Models. INDIN (2023)
Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
Accurate Gigapixel Crowd Counting by Iterative Zooming and Refinement. CoRR (2023)
Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks. CoRR (2023)
Blazej Leporowski, Arian Bakhtiarnia, Nicole Bonnici, Adrian Muscat, Luca Zanella, Yiming Wang, Alexandros Iosifidis
Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos. CoRR (2023)
Christian Remi Wewer, Alexandros Iosifidis
Online Non-Destructive Moisture Content Estimation of Filter Media During Drying Using Artificial Neural Networks. CoRR (2023)
Amir Ramezani Dooraki, Alexandros Iosifidis
Curiosity-Driven Reinforcement Learning based Low-Level Flight Control. CoRR (2023)
Mehdi Rafiei, Alexandros Iosifidis
Class-Specific Variational Auto-Encoder for Content-Based Image Retrieval. CoRR (2023)
Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks. IJCNN (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR (2023)
Mehdi Rafiei, Alexandros Iosifidis
Multi-Class Anomaly Detection based on Regularized Discriminative Coupled hypersphere-based Feature Adaptation. CoRR (2023)
Rasmus Jensen, Alexandros Iosifidis
Qualifying and raising anti-money laundering alarms with deep learning. Expert Syst. Appl. 214 (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
On Feature Diversity in Energy-based Models. CoRR (2023)
Lukas Hedegaard, Negar Heidari, Alexandros Iosifidis
Continual spatio-temporal graph convolutional networks. Pattern Recognit. 140 (2023)
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
Variational Voxel Pseudo Image Tracking. SSCI (2023)
Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj
Cryptocurrency Portfolio Optimization by Neural Networks. SSCI (2023)
Arian Bakhtiarnia, Nemanja Milosevic, Qi Zhang, Dragana Bajovic, Alexandros Iosifidis
Dynamic Split Computing for Efficient Deep EDGE Intelligence. ICASSP (2023)
Rasmus Ingemann Tuffveson Jensen, Alexandros Iosifidis
Fighting Money Laundering With Statistics and Machine Learning. IEEE Access 11 (2023)
Mehdi Rafiei, Alexandros Iosifidis
Class-Specific Variational Auto-Encoder for Content-Based Image Retrieval. IJCNN (2023)
Mehdi Rafiei, Toby P. Breckon, Alexandros Iosifidis
On Pixel-level Performance Assessment in Anomaly Detection. CoRR (2023)
Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Convolutional autoencoder-based multimodal one-class classification. CoRR (2023)
Christian Remi Wewer, Alexandros Iosifidis
Improving Online non-destructive Moisture Content Estimation using Data Augmentation by Feature Space Interpolation with Variational Autoencoders. INDIN (2023)
Christian Møldrup Legaard, Thomas Schranz, Gerald Schweiger, Ján Drgona, Basak Falay, Cláudio Gomes, Alexandros Iosifidis, Mahdi Abkar, Peter Gorm Larsen
Constructing Neural Network Based Models for Simulating Dynamical Systems. ACM Comput. Surv. 55 (11) (2023)
Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training. SSCI (2023)
Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. GLOBECOM (Workshops) (2023)
Andrea Cavagna, Nan Li, Alexandros Iosifidis, Qi Zhang
Semantic Communication Enabling Robust Edge Intelligence for Time-Critical IoT Applications. ICC Workshops (2023)
Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis
Computer Vision on X-Ray Data in Industrial Production and Security Applications: A Comprehensive Survey. IEEE Access 11 (2023)
Mostafa Shabani, Martin Magris, George Tzagkarakis, Juho Kanniainen, Alexandros Iosifidis
Predicting the state of synchronization of financial time series using cross recurrence plots. Neural Comput. Appl. 35 (25) (2023)
Lukas Hedegaard, Arian Bakhtiarnia, Alexandros Iosifidis
Continual Transformers: Redundancy-Free Attention for Online Inference. ICLR (2023)
Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. CoRR (2023)
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
Variational Voxel Pseudo Image Tracking. CoRR (2023)
Martin Magris, Alexandros Iosifidis
Variational Inference for GARCH-family Models. CoRR (2023)
Morten From Elvebakken, Alexandros Iosifidis, Lukas Esterle
Adaptive Parameterization of Deep Learning Models for Federated Learning. CoRR (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. AAAI (2023)
Illia Oleksiienko, Alexandros Iosifidis
Uncertainty-Aware AB3DMOT by Variational 3D Object Detection. CoRR (2023)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Learning Distinct Features Helps, Provably. ECML/PKDD (2) (2023)
Martin Magris, Alexandros Iosifidis
Variational Inference for GARCH-family Models. ICAIF (2023)
Nan Li, Alexandros Iosifidis, Qi Zhang
Attention-Based Feature Compression for CNN Inference Offloading in Edge Computing. ICC (2023)
Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis
Variational Neural Networks. INNS DLIA@IJCNN (2023)
Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju
Graph-embedded subspace support vector data description. Pattern Recognit. 133 (2023)
Illia Oleksiienko, Alexandros Iosifidis
Layer Ensembles. MLSP (2023)
Mostafa Shabani, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis
Augmented bilinear network for incremental multi-stock time-series classification. Pattern Recognit. 141 (2023)
Kestutis Baltakys, Margarita Baltakiene, Negar Heidari, Alexandros Iosifidis, Juho Kanniainen
Predicting the trading behavior of socially connected investors: Graph neural network approach with implications to market surveillance. Expert Syst. Appl. 228 (2023)
Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis
Attention-Based Neural Bag-of-Features Learning for Sequence Data. IEEE Access 10 (2022)
Mostafa Shabani, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis
Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification. CoRR (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR (2022)
Martin Magris, Alexandros Iosifidis
Bayesian Learning for Neural Networks: an algorithmic survey. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Efficient CNN with uncorrelated Bag of Features pooling. CoRR (2022)
Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training. CoRR (2022)
Jenni Raitoharju, Alexandros Iosifidis
Generalized Reference Kernel for One-class Classification. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Efficient CNN with uncorrelated Bag of Features pooling. SSCI (2022)
Nan Li, Alexandros Iosifidis, Qi Zhang
Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing. CoRR (2022)
Lukas Hedegaard, Alexandros Iosifidis
Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch. ECCV Workshops (7) (2022)
Zhongtian Dong, Nan Li, Alexandros Iosifidis, Qi Zhang
Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing. CoRR (2022)
Nan Li, Alexandros Iosifidis, Qi Zhang
Attention-based Feature Compression for CNN Inference Offloading in Edge Computing. CoRR (2022)
Lukas Hedegaard, Alexandros Iosifidis
Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch. CoRR (2022)
Rasmus Jensen, Alexandros Iosifidis
Fighting Money Laundering with Statistics and Machine Learning: An Introduction and Review. CoRR (2022)
Lukas Hedegaard, Negar Heidari, Alexandros Iosifidis
Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks. CoRR (2022)
Nan Li, Alexandros Iosifidis, Qi Zhang
Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing. CoRR (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR (2022)
Mehdi Rafiei, Dat Thanh Tran, Alexandros Iosifidis
Recognition of Defective Mineral Wool Using Pruned ResNet Models. CoRR (2022)
Andreas Holm Nielsen, Alexandros Iosifidis, Henrik Karstoft
Forecasting large-scale circulation regimes using deformable convolutional neural networks and global spatiotemporal climate data. CoRR (2022)
Nan Li, Alexandros Iosifidis, Qi Zhang
Collaborative edge computing for distributed CNN inference acceleration using receptive field-based segmentation. Comput. Networks 214 (2022)
Mostafa Shabani, Dat Thanh Tran, Martin Magris, Juho Kanniainen, Alexandros Iosifidis
Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction. EUSIPCO (2022)
Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
Remote Multilinear Compressive Learning With Adaptive Compression. IEEE Internet Things J. 9 (9) (2022)
Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, Nikos Nikolaidis, Paraskevi Nousi, R. Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. IROS (2022)
Andrea Cavagna, Nan Li, Alexandros Iosifidis, Qi Zhang
Semantic Communication Enabling Robust Edge Intelligence for Time-Critical IoT Applications. CoRR (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Self-Attention Neural Bag-of-Features. MLSP (2022)
Nan Li, Alexandros Iosifidis, Qi Zhang
Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing. CoRR (2022)
Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis
How informative is the Order Book Beyond the Best Levels? Machine Learning Perspective. CoRR (2022)
Arian Bakhtiarnia, Blazej Leporowski, Lukas Esterle, Alexandros Iosifidis
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications. ISC2 (2022)
Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO (2022)
Nan Li, Alexandros Iosifidis, Qi Zhang
Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing. ICC (2022)
Illia Oleksiienko, Alexandros Iosifidis
Layer Ensembles. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
Graph Embedding With Data Uncertainty. IEEE Access 10 (2022)
Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR (2022)
Arian Bakhtiarnia, Nemanja Milosevic, Qi Zhang, Dragana Bajovic, Alexandros Iosifidis
Dynamic Split Computing for Efficient Deep Edge Intelligence. CoRR (2022)
Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis
Variational Neural Networks. CoRR (2022)
Jenni Raitoharju, Alexandros Iosifidis
Generalized Reference Kernel for One-class Classification. IJCNN (2022)
Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis
Efficient High-Resolution Deep Learning: A Survey. CoRR (2022)
Nan Li, Alexandros Iosifidis, Qi Zhang
Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing. ICC (2022)
Fatemeh Kakavandi, Roger De Reus, Cláudio Gomes, Negar Heidari, Alexandros Iosifidis, Peter Gorm Larsen
Product Quality Control in Assembly Machine under Data Restricted Settings. INDIN (2022)
Nan Li, Alexandros Iosifidis, Qi Zhang
Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing. GLOBECOM (2022)
Anssi Männistö, Mert Seker, Alexandros Iosifidis, Jenni Raitoharju
Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives. CoRR (2022)
Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR (2022)
Martin Magris, Mostafa Shabani, Alexandros Iosifidis
Quasi Black-Box Variational Inference with Natural Gradients for Bayesian Learning. CoRR (2022)
Lukas Hedegaard, Alexandros Iosifidis
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos. ECCV (4) (2022)
Shaohua Wan, Chen Chen, Alexandros Iosifidis
Editorial to special issue on cross-media learning for visual question answering. Image Vis. Comput. 118 (2022)
Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
Saliency-Based Multilabel Linear Discriminant Analysis. IEEE Trans. Cybern. 52 (10) (2022)
Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis
Variational Neural Networks implementation in Pytorch and JAX. Softw. Impacts 14 (2022)
Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis
Computer Vision on X-ray Data in Industrial Production and Security Applications: A survey. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexandros Iosifidis