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ORCIDIllia Oleksiienko
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2020 – today
- 2025
[i9]Illia Oleksiienko, Juho Kanniainen, Alexandros Iosifidis:
Variational Graph Convolutional Neural Networks. CoRR abs/2507.01699 (2025)- [i8]Sanyam Jain, Khuram Naveed, Illia Oleksiienko, Alexandros Iosifidis, Ruben Pauwels:
InJecteD: Analyzing Trajectories and Drift Dynamics in Denoising Diffusion Probabilistic Models for 2D Point Cloud Generation. CoRR abs/2509.12239 (2025) - 2024
- [j2]Illia Oleksiienko
, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis:
Vpit: real-time embedded single object 3D tracking using voxel pseudo images. Neural Comput. Appl. 36(32): 20341-20354 (2024) - [c5]Illia Oleksiienko, Alexandros Iosifidis:
Uncertainty-Aware AB3DMOT by Variational 3D Object Detection. ICIP 2024: 3389-3395 - [i7]Ginés Carreto Picón, Illia Oleksiienko, Lukas Hedegaard, Arian Bakhtiarnia, Alexandros Iosifidis:
Continual Low-Rank Scaled Dot-product Attention. CoRR abs/2412.03214 (2024) - 2023
- [c4]Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis:
Variational Neural Networks. INNS DLIA@IJCNN 2023: 104-113 - [c3]Illia Oleksiienko, Alexandros Iosifidis:
Layer Ensembles. MLSP 2023: 1-6 - [c2]Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis:
Variational Voxel Pseudo Image Tracking. SSCI 2023: 323-328 - [i6]Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis:
Variational Voxel Pseudo Image Tracking. CoRR abs/2302.05914 (2023) - [i5]Illia Oleksiienko, Alexandros Iosifidis:
Uncertainty-Aware AB3DMOT by Variational 3D Object Detection. CoRR abs/2302.05923 (2023) - 2022
- [j1]Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis:
Variational Neural Networks implementation in Pytorch and JAX. Softw. Impacts 14: 100431 (2022) - [i4]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) - [i3]Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis:
Variational Neural Networks. CoRR abs/2207.01524 (2022) - [i2]Illia Oleksiienko, Alexandros Iosifidis:
Layer Ensembles. CoRR abs/2210.04882 (2022) - 2021
- [i1]Illia Oleksiienko, Alexandros Iosifidis:
Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems. CoRR abs/2105.10316 (2021)
2010 – 2019
- 2018
- [c1]Illia Oleksiienko, Vasyl M. Franchuk:
Web-орієнтована система «Електронний розклад» (Web-oriented electronic schedule). CS&SE@SW 2018: 128-131
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