Макаров Илья Андреевич

Статья

Макаров И.А. MonoVAN: Visual Attention for Self-Supervised Monocular Depth Estimation. IEEE. 2023.

Статья

Макаров И.А. Comparative Analysis of Logic Reasoning and Graph Neural Networks for Ontology-Mediated Query Answering With a Covering Axiom. IEEE Access. 2023.

Статья

Макаров И.А. Predicting Molecule Toxicity via Descriptor-based Graph Self-supervised Learning. IEEE Access. 2023. pp. 91842 - 91849.

Статья

Макаров И.А. SwiftDepth: An Efficient Hybrid CNN-Transformer Model for Self-Supervised Monocular Depth Estimation on Mobile Devices. IEEE. 2023. pp. 642-647.

Статья

Макаров И.А. Dealing With Sparse Rewards Using Graph Neural Networks. IEEE Access. 2023. pp. 89180-89187.

Статья

Макаров И.А. Real-time low latency estimation of brain rhythms with deep neural networks. Journal of neural engineering. 2023.

Статья

Макаров И.А. Exploration in Sequential Recommender Systems via Graph Representations. IEEE Access. 2022. pp. 123614 - 123621.

Статья

Макаров И.А. Temporal network embedding framework with causal anonymous walks representations. PeerJ Computer Science. 2022.

Статья

Макаров И.А. Exploring Efficiency of Vision Transformers for Self-Supervised Monocular Depth Estimation. IEEE. 2022. pp. 711-719.

Статья

Макаров И.А. Classifying emotions and engagement in online learning based on a single facial expression recognition neural network. IEEE Transactions on Affective Computing. 2022. Vol. 13. No. 4. pp. 2132-2143.

Статья

Макаров И.А. SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes. Artificial Intelligence. 2022.

Статья

Макаров И.А. Depth Inpainting via Vision Transformer. IEEE. 2021.

Статья

Макаров И.А. JONNEE: Joint Network Nodes and Edges Embedding. IEEE Access. 2021. pp. 144646 - 144659.