Illia Oleksiienko

17 papers B 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Continual low-rank scaled dot-product attention.
Neural Networks
Ginés Carreto Picón, Illia Oleksiienko, Lukas Hedegaard, Arian Bakhtiarnia, Alexandros Iosifidis
2025 J jnl
InJecteD: Analyzing Trajectories and Drift Dynamics in Denoising Diffusion Probabilistic Models for 2D Point Cloud Generation.
CoRR
Sanyam Jain, Khuram Naveed, Illia Oleksiienko, Alexandros Iosifidis, Ruben Pauwels
2025 J jnl
Variational Graph Convolutional Neural Networks.
CoRR
Illia Oleksiienko, Juho Kanniainen, Alexandros Iosifidis
2024 J jnl
Continual Low-Rank Scaled Dot-product Attention.
CoRR
Ginés Carreto Picón, Illia Oleksiienko, Lukas Hedegaard, Arian Bakhtiarnia, Alexandros Iosifidis
2024 B conf
Uncertainty-Aware AB3DMOT by Variational 3D Object Detection.
ICIP
Illia Oleksiienko, Alexandros Iosifidis
2024 J jnl
Vpit: real-time embedded single object 3D tracking using voxel pseudo images.
Neural Comput. Appl.
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
2023 — conf
Layer Ensembles.
MLSP
Illia Oleksiienko, Alexandros Iosifidis
2023 J jnl
Uncertainty-Aware AB3DMOT by Variational 3D Object Detection.
CoRR
Illia Oleksiienko, Alexandros Iosifidis
2023 — conf
Variational Neural Networks.
INNS DLIA@IJCNN
Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis
2023 — conf
Variational Voxel Pseudo Image Tracking.
SSCI
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
2023 J jnl
Variational Voxel Pseudo Image Tracking.
CoRR
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
2022 J jnl
Layer Ensembles.
CoRR
Illia Oleksiienko, Alexandros Iosifidis
2022 J jnl
VPIT: Real-time Embedded Single Object 3D Tracking Using Voxel Pseudo Images.
CoRR
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
2022 J jnl
Variational Neural Networks implementation in Pytorch and JAX.
Softw. Impacts
Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis
2022 J jnl
Variational Neural Networks.
CoRR
Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis
2021 J jnl
Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems.
CoRR
Illia Oleksiienko, Alexandros Iosifidis
2018 — conf
Web-орієнтована система «Електронний розклад» (Web-oriented electronic schedule).
CS&SE@SW
Illia Oleksiienko, Vasyl M. Franchuk