Aleksandr Ermolov

According to our database, Aleksandr Ermolov authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

Dynamic Tool Dependency Retrieval for Efficient Function Calling.

Bhrij Patel, Davide Belli, Amir Jalalirad, Maximilian Arnold, Aleksandr Ermolov, Bence Major

CoRR, December, 2025

2023

Neural 5G Indoor Localization with IMU Supervision.

Aleksandr Ermolov, Shreya Kadambi, Maximilian Arnold, Mohammed Hirzallah, Roohollah Amiri, Deepak Singh Mahendar Singh, Srinivas Yerramalli, Daniel Dijkman, Fatih Porikli, Taesang Yoo, Bence Major

Proceedings of the IEEE Global Communications Conference, 2023

2022

Self-supervised Representation Learning in Computer Vision and Reinforcement Learning.

Aleksandr Ermolov

PhD thesis, 2022

Temporal Alignment for History Representation in Reinforcement Learning.

Aleksandr Ermolov, Enver Sangineto, Nicu Sebe

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning.

Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan V. Oseledets

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Whitening for Self-Supervised Representation Learning.

Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Latent World Models For Intrinsically Motivated Exploration.

Aleksandr Ermolov, Nicu Sebe

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020