3 papers
cs.CV2025
Towards classification-based representation learning for place recognition on LiDAR scans
Maksim Konoplia, Dmitrii Khizbullin
Place recognition is a crucial task in autonomous driving, allowing vehicles to determine their position using sensor data. While most existing methods rely on contrastive learning…
cs.LG2024
Graph neural networks with configuration cross-attention for tensor compilers
Dmitrii Khizbullin, Eduardo Rocha de Andrade, Thanh Hau Nguyen +2
With the recent popularity of neural networks comes the need for efficient serving of inference workloads. A neural network inference workload can be represented as a computational…
cs.CL2024
Fineweb-Edu-Ar: Machine-translated Corpus to Support Arabic Small Language Models
Sultan Alrashed, Dmitrii Khizbullin, David R. Pugh
As large language models (LLMs) grow and develop, so do their data demands. This is especially true for multilingual LLMs, where the scarcity of high-quality and readily available…