| Single-layer vision transformers for more accurate early exits with less overhead A Bakhtiarnia, Q Zhang, A Iosifidis Neural Networks 153, 461-473, 2022 | 41 | 2022 |
| Dynamic split computing for efficient deep edge intelligence A Bakhtiarnia, N Milošević, Q Zhang, D Bajović, A Iosifidis Icassp 2023-2023 ieee international conference on acoustics, speech and …, 2023 | 34 | 2023 |
| Efficient High-Resolution Deep Learning: A Survey A Bakhtiarnia, Q Zhang, A Iosifidis ACM Computing Surveys, 2024 | 23 | 2024 |
| Multi-Exit Vision Transformer for Dynamic Inference A Bakhtiarnia, Q Zhang, A Iosifidis 2021 British Machine Vision Conference (BMVC), 2021 | 23 | 2021 |
| Marvel: Multimodal extreme scale data analytics for smart cities environments D Bajovic, A Bakhtiarnia, G Bravos, A Brutti, F Burkhardt, D Cauchi, ... 2021 International Balkan Conference on Communications and Networking …, 2021 | 21 | 2021 |
| Improving the accuracy of early exits in multi-exit architectures via curriculum learning A Bakhtiarnia, Q Zhang, A Iosifidis 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 14 | 2021 |
| Continual Transformers: Redundancy-Free Attention for Online Inference L Hedegaard, A Bakhtiarnia, A Iosifidis The Eleventh International Conference on Learning Representations (ICLR 2023), 2023 | 11 | 2023 |
| Parameter identification of complex network dynamics A Bakhtiarnia, A Fahim, EM Miandoab Nonlinear Dynamics 104 (4), 3991-4005, 2021 | 6 | 2021 |
| PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks A Bakhtiarnia, Q Zhang, A Iosifidis 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 4 | 2023 |
| Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications A Bakhtiarnia, B Leporowski, L Esterle, A Iosifidis 2022 IEEE International Smart Cities Conference (ISC2 2022) MARV Workshop, 2022 | 4 | 2022 |
| Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos B Leporowski, A Bakhtiarnia, N Bonnici, A Muscat, L Zanella, Y Wang, ... 2024 International Conference on Image Processing (ICIP), 2024 | 2 | 2024 |
| Data-driven discovery of social network dynamics A Bakhtiarnia, A Fahim, EM Miandoab 2020 4th International Conference on Smart City, Internet of Things and …, 2020 | 2 | 2020 |
| Are LLM-based methods good enough for detecting unfair terms of service? M Frasheri, A Bakhtiarnia, L Esterle, A Iosifidis arXiv preprint arXiv:2409.00077, 2024 | 1 | 2024 |
| Communication efficient model-aware federated learning for visual crowd counting and density estimation in smart cities A Armacki, N Milosevic, D Bajovic, S Kar, D Jakovetic, A Bakhtiarnia, ... 2023 31st European Signal Processing Conference (EUSIPCO), 875-879, 2023 | 1 | 2023 |
| Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training A Bakhtiarnia, Q Zhang, A Iosifidis 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 2023 | 1 | 2023 |
| Continual Low-Rank Scaled Dot-product Attention GC Picón, I Oleksiienko, L Hedegaard, A Bakhtiarnia, A Iosifidis arXiv preprint arXiv:2412.03214, 2024 | | 2024 |
| Continual Low-Rank Scaled Dot-product Attention G Carreto Picón, I Oleksiienko, L Hedegaard, A Bakhtiarnia, A Iosifidis arXiv e-prints, arXiv: 2412.03214, 2024 | | 2024 |
| MAVAD: Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos B Leporowski, A Bakhtiarnia, N Bonnici, A Muscat, L Zanella, Y Wang, ... 2024 IEEE International Conference on Image Processing (ICIP), 1106-1112, 2024 | | 2024 |
| Accurate Gigapixel Crowd Counting by Iterative Zooming and Refinement A Bakhtiarnia, Q Zhang, A Iosifidis 2024 IEEE International Conference on Acoustics, Speech, and Signal …, 2024 | | 2024 |
| Optimizing Deep Learning Inference for Edge Intelligence A Bakhtiarnia Aarhus University, 2023 | | 2023 |
Alexandros IosifidisProfessor, Tampere UniversityVerified email at tuni.fi
