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2020 – today
- 2023
[j93]Mehdi Rafiei
, Jenni Raitoharju, Alexandros Iosifidis:
Computer Vision on X-Ray Data in Industrial Production and Security Applications: A Comprehensive Survey. IEEE Access 11: 2445-2477 (2023)- [j92]Rasmus Ingemann Tuffveson Jensen, Alexandros Iosifidis:
Fighting Money Laundering With Statistics and Machine Learning. IEEE Access 11: 8889-8903 (2023) - [j91]Rasmus Jensen, Alexandros Iosifidis:
Qualifying and raising anti-money laundering alarms with deep learning. Expert Syst. Appl. 214: 119037 (2023) - [j90]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-embedded subspace support vector data description. Pattern Recognit. 133: 108999 (2023) - [i125]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR abs/2301.01352 (2023) - [i124]Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis:
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks. CoRR abs/2301.12914 (2023) - [i123]Morten From Elvebakken, Alexandros Iosifidis, Lukas Esterle:
Adaptive Parameterization of Deep Learning Models for Federated Learning. CoRR abs/2302.02949 (2023) - [i122]Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis:
Variational Voxel Pseudo Image Tracking. CoRR abs/2302.05914 (2023) - [i121]Illia Oleksiienko, Alexandros Iosifidis:
Uncertainty-Aware AB3DMOT by Variational 3D Object Detection. CoRR abs/2302.05923 (2023) - 2022
- [j89]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Graph Embedding With Data Uncertainty. IEEE Access 10: 24232-24239 (2022) - [j88]Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis:
Attention-Based Neural Bag-of-Features Learning for Sequence Data. IEEE Access 10: 45542-45552 (2022) - [j87]Nan Li, Alexandros Iosifidis, Qi Zhang:
Collaborative edge computing for distributed CNN inference acceleration using receptive field-based segmentation. Comput. Networks 214: 109150 (2022) - [j86]Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye:
3D Quantum Cuts for automatic segmentation of porous media in tomography images. Comput. Geosci. 159: 105017 (2022) - [j85]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Remote Multilinear Compressive Learning With Adaptive Compression. IEEE Internet Things J. 9(9): 6905-6913 (2022) - [j84]Shaohua Wan, Chen Chen, Alexandros Iosifidis:
Editorial to special issue on cross-media learning for visual question answering. Image Vis. Comput. 118: 104355 (2022) - [j83]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Feedforward neural networks initialization based on discriminant learning. Neural Networks 146: 220-229 (2022) - [j82]Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis:
Single-layer vision transformers for more accurate early exits with less overhead. Neural Networks 153: 461-473 (2022) - [d2]Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis:
Variational Neural Networks implementation in Pytorch and JAX. Softw. Impacts 14: 100431 (2022) - [j81]Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Saliency-Based Multilabel Linear Discriminant Analysis. IEEE Trans. Cybern. 52(10): 10200-10213 (2022) - [c117]Lukas Hedegaard, Alexandros Iosifidis:
Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch. ECCV Workshops (7) 2022: 21-34 - [c116]Lukas Hedegaard, Alexandros Iosifidis:
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos. ECCV (4) 2022: 369-385 - [c115]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO 2022: 1111-1115 - [c114]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: 1487-1491 - [c113]Nan Li, Alexandros Iosifidis, Qi Zhang:
Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing. GLOBECOM 2022: 982-987 - [c112]Nan Li, Alexandros Iosifidis, Qi Zhang:
Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing. ICC 2022: 3667-3672 - [c111]Nan Li, Alexandros Iosifidis, Qi Zhang:
Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing. ICC 2022: 4281-4286 - [c110]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR 2022: 2822-2828 - [c109]Jenni Raitoharju, Alexandros Iosifidis:
Generalized Reference Kernel for One-class Classification. IJCNN 2022: 1-9 - [c108]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: 735-741 - [c107]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, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas:
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. IROS 2022: 12479-12484 - [c106]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: 1-5 - [c105]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. MLSP 2022: 1-6 - [c104]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Efficient CNN with uncorrelated Bag of Features pooling. SSCI 2022: 1082-1087 - [d1]Christian Wewer, Alexandros Iosifidis:
Industrial drying of Filter Media - Moisture Content Prediction. IEEE DataPort 2022 - [i120]Rasmus Jensen, Alexandros Iosifidis:
Fighting Money Laundering with Statistics and Machine Learning: An Introduction and Review. CoRR abs/2201.04207 (2022) - [i119]Mostafa Shabani, Dat Thanh Tran, Martin Magris, Juho Kanniainen, Alexandros Iosifidis:
Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction. CoRR abs/2201.05459 (2022) - [i118]Lukas Hedegaard, Arian Bakhtiarnia, Alexandros Iosifidis:
Continual Transformers: Redundancy-Free Attention for Online Inference. CoRR abs/2201.06268 (2022) - [i117]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. CoRR abs/2201.11092 (2022) - [i116]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR abs/2201.11095 (2022) - [i115]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR abs/2202.04629 (2022) - [i114]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR abs/2202.04678 (2022) - [i113]Andreas Holm Nielsen, Alexandros Iosifidis, Henrik Karstoft:
Forecasting large-scale circulation regimes using deformable convolutional neural networks and global spatiotemporal climate data. CoRR abs/2202.04964 (2022) - [i112]Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, Nikolaos Nikolaidis, Paraskevi Nousi, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas:
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. CoRR abs/2203.00403 (2022) - [i111]Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis:
How informative is the Order Book Beyond the Best Levels? Machine Learning Perspective. CoRR abs/2203.07922 (2022) - [i110]Lukas Hedegaard, Negar Heidari, Alexandros Iosifidis:
Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks. CoRR abs/2203.11009 (2022) - [i109]Anssi Männistö, Mert Seker, Alexandros Iosifidis, Jenni Raitoharju:
Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives. CoRR abs/2204.02149 (2022) - [i108]Lukas Hedegaard, Alexandros Iosifidis:
Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch. CoRR abs/2204.03418 (2022) - [i107]Jenni Raitoharju, Alexandros Iosifidis:
Generalized Reference Kernel for One-class Classification. CoRR abs/2205.00534 (2022) - [i106]Arian Bakhtiarnia, Nemanja Milosevic, Qi Zhang, Dragana Bajovic, Alexandros Iosifidis:
Dynamic Split Computing for Efficient Deep Edge Intelligence. CoRR abs/2205.11269 (2022) - [i105]Martin Magris, Mostafa Shabani, Alexandros Iosifidis:
Quasi Black-Box Variational Inference with Natural Gradients for Bayesian Learning. CoRR abs/2205.11568 (2022) - [i104]Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis:
VPIT: Real-time Embedded Single Object 3D Tracking Using Voxel Pseudo Images. CoRR abs/2206.02619 (2022) - [i103]Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis:
Variational Neural Networks. CoRR abs/2207.01524 (2022) - [i102]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. CoRR abs/2207.10155 (2022) - [i101]Nan Li, Alexandros Iosifidis, Qi Zhang:
Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing. CoRR abs/2207.11293 (2022) - [i100]Nan Li, Alexandros Iosifidis, Qi Zhang:
Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing. CoRR abs/2207.11294 (2022) - [i99]Mostafa Shabani, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis:
Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification. CoRR abs/2207.11577 (2022) - [i98]Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis:
Efficient High-Resolution Deep Learning: A Survey. CoRR abs/2207.13050 (2022) - [i97]Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Alexandros Iosifidis, Svitlana Vyetrenko:
HyperTime: Implicit Neural Representation for Time Series. CoRR abs/2208.05836 (2022) - [i96]Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis:
Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training. CoRR abs/2208.07075 (2022) - [i95]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Efficient CNN with uncorrelated Bag of Features pooling. CoRR abs/2209.10865 (2022) - [i94]Majid Hosseini, Fahad Sohrab, Raju Gottumukkala, Ravi Teja Bhupatiraju, Satya Katragadda, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions. CoRR abs/2209.13542 (2022) - [i93]Illia Oleksiienko, Alexandros Iosifidis:
Layer Ensembles. CoRR abs/2210.04882 (2022) - [i92]Negar Heidari, Alexandros Iosifidis:
Learning Diversified Feature Representations for Facial Expression Recognition in the Wild. CoRR abs/2210.09381 (2022) - [i91]Nan Li, Alexandros Iosifidis, Qi Zhang:
Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing. CoRR abs/2210.13464 (2022) - [i90]Martin Magris, Mostafa Shabani, Alexandros Iosifidis:
Exact Manifold Gaussian Variational Bayes. CoRR abs/2210.14598 (2022) - [i89]Mehdi Rafiei, Dat Thanh Tran, Alexandros Iosifidis:
Recognition of Defective Mineral Wool Using Pruned ResNet Models. CoRR abs/2211.00466 (2022) - [i88]Mehdi Rafiei, Jenni Raitoharju, Alexandros Iosifidis:
Computer Vision on X-ray Data in Industrial Production and Security Applications: A survey. CoRR abs/2211.05565 (2022) - [i87]Lukas Hedegaard, Aman Alok, Juby Jose, Alexandros Iosifidis:
Structured Pruning Adapters. CoRR abs/2211.10155 (2022) - [i86]Martin Magris, Alexandros Iosifidis:
Bayesian Learning for Neural Networks: an algorithmic survey. CoRR abs/2211.11865 (2022) - [i85]Nan Li, Alexandros Iosifidis, Qi Zhang:
Attention-based Feature Compression for CNN Inference Offloading in Edge Computing. CoRR abs/2211.13745 (2022) - [i84]Zhongtian Dong, Nan Li, Alexandros Iosifidis, Qi Zhang:
Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing. CoRR abs/2211.13778 (2022) - [i83]Andrea Cavagna, Nan Li, Alexandros Iosifidis, Qi Zhang:
Semantic Communication Enabling Robust Edge Intelligence for Time-Critical IoT Applications. CoRR abs/2211.13787 (2022) - 2021
- [j80]Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj:
INTEL-TAU: A Color Constancy Dataset. IEEE Access 9: 39560-39567 (2021) - [j79]Negar Heidari, Alexandros Iosifidis:
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification. IEEE Access 9: 81957-81968 (2021) - [j78]Chandan Gautam, Aruna Tiwari, Pratik K. Mishra, Suresh Sundaram, Alexandros Iosifidis, Muhammad Tanveer:
Graph-Embedded Multi-Layer Kernel Ridge Regression for One-Class Classification. Cogn. Comput. 13(2): 552-569 (2021) - [j77]Reza Kharghanian, Ali Peiravi, Farshad Moradi, Alexandros Iosifidis:
Pain detection using batch normalized discriminant restricted Boltzmann machine layers. J. Vis. Commun. Image Represent. 76: 103062 (2021) - [j76]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Exploiting heterogeneity in operational neural networks by synaptic plasticity. Neural Comput. Appl. 33(13): 7997-8015 (2021) - [j75]Blazej Leporowski, Alexandros Iosifidis:
Visualising deep network time-series representations. Neural Comput. Appl. 33(23): 16489-16498 (2021) - [j74]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Self-organized Operational Neural Networks with Generative Neurons. Neural Networks 140: 294-308 (2021) - [j73]Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Multimodal subspace support vector data description. Pattern Recognit. 110: 107648 (2021) - [j72]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. 111: 107660 (2021) - [j71]Andreas Holm Nielsen, Alexandros Iosifidis, Henrik Karstoft:
CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3485-3494 (2021) - [j70]Lukas Hedegaard, Omar Ali Sheikh-Omar, Alexandros Iosifidis:
Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol. IEEE Trans. Image Process. 30: 8619-8631 (2021) - [j69]Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj, Vijay Raghavan, Raju Gottumukkala:
Deep Multi-View Learning to Rank. IEEE Trans. Knowl. Data Eng. 33(4): 1426-1438 (2021) - [j68]Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas:
Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices. IEEE Trans. Neural Networks Learn. Syst. 32(2): 925-930 (2021) - [j67]Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1512-1524 (2021) - [j66]Nikolaos Passalis, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis, Anastasios Tefas:
Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization. J. Signal Process. Syst. 93(10): 1235-1251 (2021) - [c103]Hao Feng, Cláudio Gomes, Casper Thule, Kenneth Lausdahl, Alexandros Iosifidis, Peter Gorm Larsen:
Introduction to Digital Twin Engineering. ANNSIM 2021: 1-12 - [c102]Frederik Hvilshøj, Alexandros Iosifidis, Ira Assent:
ECINN: Efficient Counterfactuals from Invertible Neural Networks. BMVC 2021: 43 - [c101]Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis:
Multi-Exit Vision Transformer for Dynamic Inference. BMVC 2021: 81 - [c100]Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj:
Robust channel-wise illumination estimation. BMVC 2021: 104 - [c99]Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning to ignore: rethinking attention in CNNs. BMVC 2021: 216 - [c98]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling Object Detectors for Image and Video Data Analysis. ICASSP 2021: 1515-1519 - [c97]Negar Heidari, Alexandros Iosifidis:
Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition. ICASSP 2021: 3220-3224 - [c96]Elizabeth Fons, Paula Dawson, Xiao-Jun Zeng, John A. Keane, Alexandros Iosifidis:
Augmenting Transferred Representations for Stock Classification. ICASSP 2021: 3915-3919 - [c95]Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis:
Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning. IJCNN 2021: 1-8 - [c94]Negar Heidari, Alexandros Iosifidis:
On the spatial attention in spatio-temporal graph convolutional networks for skeleton-based human action recognition. IJCNN 2021: 1-7 - [c93]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj:
Monte Carlo Dropout Ensembles for Robust Illumination Estimation. IJCNN 2021: 1-7 - [c92]Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj:
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. IJCNN 2021: 1-6 - [c91]Negar Heidari, Alexandros Iosifidis:
Progressive Spatio-Temporal Bilinear Network with Monte Carlo Dropout for Landmark-based Facial Expression Recognition with Uncertainty Estimation. MMSP 2021: 1-6 - [c90]Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Automatic Main Character Recognition for Photographic Studies. MMSP 2021: 1-6 - [i82]Blazej Leporowski, Daniella Tola, Casper Hansen, Alexandros Iosifidis:
AURSAD: Universal Robot Screwdriving Anomaly Detection Dataset. CoRR abs/2102.01409 (2021) - [i81]Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Ensembling object detectors for image and video data analysis. CoRR abs/2102.04798 (2021) - [i80]Elizabeth Fons, Paula Dawson, Xiao-Jun Zeng, John A. Keane, Alexandros Iosifidis:
Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation. CoRR abs/2102.08310 (2021) - [i79]Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm. CoRR abs/2103.06759 (2021) - [i78]Blazej Leporowski, Alexandros Iosifidis:
Visualising Deep Network's Time-Series Representations. CoRR abs/2103.07176 (2021) - [i77]Frederik Hvilshøj, Alexandros Iosifidis, Ira Assent:
ECINN: Efficient Counterfactuals from Invertible Neural Networks. CoRR abs/2103.13701 (2021) - [i76]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Knowledge Distillation By Sparse Representation Matching. CoRR abs/2103.17012 (2021) - [i75]Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis:
Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning. CoRR abs/2104.10461 (2021) - [i74]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-Embedded Subspace Support Vector Data Description. CoRR abs/2104.14370 (2021) - [i73]Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis:
Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead. CoRR abs/2105.09121 (2021) - [i72]Illia Oleksiienko, Alexandros Iosifidis:
Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems. CoRR abs/2105.10316 (2021) - [i71]Lukas Hedegaard, Alexandros Iosifidis:
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos. CoRR abs/2106.00050 (2021) - [i70]Negar Heidari, Alexandros Iosifidis:
Progressive Spatio-Temporal Bilinear Network with Monte Carlo Dropout for Landmark-based Facial Expression Recognition with Uncertainty Estimation. CoRR abs/2106.04332 (2021) - [i69]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Within-layer Diversity Reduces Generalization Gap. CoRR abs/2106.06012 (2021) - [i68]Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju:
Automatic Main Character Recognition for Photographic Studies. CoRR abs/2106.09064 (2021) - [i67]