Illia Oleksiienko

According to our database, Illia Oleksiienko authored at least 12 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Explicit Dropout: Deterministic Regularization for Transformer Architectures.

Vidhi Agrawal, Illia Oleksiienko, Alexandros Iosifidis

CoRR, April, 2026

Continual low-rank scaled dot-product attention.

Ginés Carreto Picón, Illia Oleksiienko, Lukas Hedegaard, Arian Bakhtiarnia, Alexandros Iosifidis

Neural Networks, 2026

2025

Variational Graph Convolutional Neural Networks.

Illia Oleksiienko, Juho Kanniainen, Alexandros Iosifidis

CoRR, July, 2025

InJecteD: Analyzing Trajectories and Drift Dynamics in Denoising Diffusion Probabilistic Models for 2D Point Cloud Generation.

Sanyam Jain, Khuram Naveed, Illia Oleksiienko, Alexandros Iosifidis, Ruben Pauwels

Proceedings of the 1st Workshop on Human-AI Collaborative Systems co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2024

Vpit: real-time embedded single object 3D tracking using voxel pseudo images.

Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis

Neural Comput. Appl., November, 2024

Uncertainty-Aware AB3DMOT by Variational 3D Object Detection.

Illia Oleksiienko, Alexandros Iosifidis

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

Variational Voxel Pseudo Image Tracking.

Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Layer Ensembles.

Illia Oleksiienko, Alexandros Iosifidis

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Variational Neural Networks.

Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2022

Variational Neural Networks implementation in Pytorch and JAX.

Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis

Softw. Impacts, December, 2022

2021

Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems.

Illia Oleksiienko, Alexandros Iosifidis

CoRR, 2021

2018

Web-орієнтована система «Електронний розклад» (Web-oriented electronic schedule).

Illia Oleksiienko, Vasyl M. Franchuk

Proceedings of the 1st Student Workshop on Computer Science & Software Engineering, 2018