Alexander Popov

According to our database, Alexander Popov authored at least 28 papers between 2011 and 2024.

Collaborative distances:

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

2024

Special aspects of using Big Data in the learning process.

Olga Agatova, Alexander Popov, Suad Abdalkareem Alwaely

Interact. Learn. Environ., March, 2024

Probabilistic Galois theory in function fields.

Alexei Entin, Alexander Popov

Finite Fields Their Appl., 2024

Mitigating Covariate Shift in Imitation Learning for Autonomous Vehicles Using Latent Space Generative World Models.

Alexander Popov, Alperen Degirmenci, David Wehr, Shashank Hegde, Ryan Oldja, Alexey Kamenev, Bertrand Douillard, David Nistér, Urs Muller, Ruchi Bhargava, Stan Birchfield, Nikolai Smolyanskiy

CoRR, 2024

An encryption algorithm using a generalization of the Markovski algorithm and a system of orthogonal operations based on T-quasigroups.

Nadeghda Malyutina, Alexander Popov, Victor Shcherbacov

CoRR, 2024

Warm-Start Variational Quantum Policy Iteration.

Nico Meyer, Jakob Murauer, Alexander Popov, Christian Ufrecht, Axel Plinge, Christopher Mutschler, Daniel D. Scherer

CoRR, 2024

2023

A Reservoir Computing Approach to Word Sense Disambiguation.

Kiril Simov, Petia D. Koprinkova-Hristova, Alexander Popov, Petya Osenova

Cogn. Comput., September, 2023

NVRadarNet: Real-Time Radar Obstacle and Free Space Detection for Autonomous Driving.

Alexander Popov, Patrik Gebhardt, Ke Chen, Ryan Oldja

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

Global inference of the structural connectivity of white matter fiber bundles using deep learning approaches and microstructural prior knowledge. (Inférence globale de la connectivité structurelle des faisceaux de substance blanche en utilisant des approches d'apprentissage profond et d'a priori microstructurels).

Alexander Popov

PhD thesis, 2022

NVRadarNet: Real-Time Radar Obstacle and Free Space Detection for Autonomous Driving.

Alexander Popov, Patrik Gebhardt, Ke Chen, Ryan Oldja, Heeseok Lee, Shane Murray, Ruchi Bhargava, Nikolai Smolyanskiy

CoRR, 2022

2021

The Search for μ+ → e+γ with 10-14 Sensitivity: The Upgrade of the MEG Experiment.

Alessandro M. Baldini, Vladimir Baranov, Michele Biasotti, Gianluigi Boca, Paolo Walter Cattaneo, Gianluca Cavoto, Fabrizio Cei, Marco Chiappini, Gianluigi Chiarello, Alessandro Corvaglia, Federica Cuna, Giovanni Dal Maso, Antonio de Bari, Matteo De Gerone, Marco Francesconi, Luca Galli, Giovanni Gallucci, Flavio Gatti, Francesco Grancagnolo, Marco Grassi, Dmitry N. Grigoriev, Malte Hildebrandt, Kei Ieki, Fedor Ignatov, Toshiyuki Iwamoto, Peter-Raymond Kettle, Nikolay Khomutov, Satoru Kobayashi, Alexander Kolesnikov, Nikolay Kravchuk, Victor Krylov, Nikolay Kuchinskiy, William Kyle, Terence Libeiro, Vladimir Malyshev, Manuel Meucci, Satoshi Mihara, William Molzon, Toshinori Mori, Alexander Mtchedlishvili, Mitsutaka Nakao, Donato Nicolò, Hajime Nishiguchi, Shinji Ogawa, Rina Onda, Wataru Ootani, Atsushi Oya, Dylan Palo, Marco Panareo, Angela Papa, Valerio Pettinacci, Alexander Popov, Francesco Renga, Stefan Ritt, Massimo Rossella, Aleksander Rozhdestvensky, Patrick Schwendimann, Kohei Shimada, Giovanni Signorelli, Alexey Stoykov, Giovanni F. Tassielli, Kazuki Toyoda, Yusuke Uchiyama, Masashi Usami, Cecilia Voena, Kosuke Yanai, Kensuke Yamamoto, Taku Yonemoto, Yury V. Yudin

Symmetry, 2021

2020

Implementing an End-to-End Treebank-Informed Pipeline for Bulgarian.

Alexander Popov, Petya Osenova, Kiril Simov

Proceedings of the 19th International Workshop on Treebanks and Linguistic Theories, 2020

Reconstructing NER Corpora: a Case Study on Bulgarian.

Iva Marinova, Laska Laskova, Petya Osenova, Kiril Simov, Alexander Popov

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

MVLidarNet: Real-Time Multi-Class Scene Understanding for Autonomous Driving Using Multiple Views.

Ke Chen, Ryan Oldja, Nikolai Smolyanskiy, Stan Birchfield, Alexander Popov, David Wehr, Ibrahim Eden, Joachim Pehserl

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019

Know Your Graph. State-of-the-Art Knowledge-Based WSD.

Alexander Popov, Kiril Simov, Petya Osenova

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Graph Embeddings for Frame Identification.

Alexander Popov, Jennifer Sikos

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Word Embeddings Improvement via Echo State Networks.

Kiril Ivanov Simov, Petia D. Koprinkova-Hristova, Alexander Popov, Petya Osenova

Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Echo State vs. LSTM Networks for Word Sense Disambiguation.

Alexander Popov, Petia D. Koprinkova-Hristova, Kiril Simov, Petya Osenova

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

Grammatical Role Embeddings for Enhancements of Relation Density in the Princeton WordNet.

Kiril Simov, Alexander Popov, Iliana Simova, Petya Osenova

Proceedings of the 9th Global Wordnet Conference, 2018

Lexical Modeling for Natural Language Processing.

Alexander Popov

Proceedings of the Selected papers from the CLARIN Annual Conference 2018, 2018

Echo State Network for Word Sense Disambiguation.

Petia D. Koprinkova-Hristova, Alexander Popov, Kiril Ivanov Simov, Petya Osenova

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2018

2017

Comparison of Word Embeddings from Different Knowledge Graphs.

Kiril Ivanov Simov, Petya Osenova, Alexander Popov

Proceedings of the Language, Data, and Knowledge - First International Conference, 2017

2016

The Role of the WordNet Relations in the Knowledge-based Word Sense Disambiguation Task.

Kiril Simov, Alexander Popov, Petya Osenova

Proceedings of the 8th Global WordNet Conference, 2016

Towards Semantic-based Hybrid Machine Translation between Bulgarian and English.

Kiril Ivanov Simov, Petya Osenova, Alexander Popov

Proceedings of the 2nd Workshop on Semantics-Driven Machine Translation, 2016

Using Context Information for Knowledge-Based Word Sense Disambiguation.

Kiril Ivanov Simov, Petya Osenova, Alexander Popov

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2016

Deep Learning Architecture for Part-of-Speech Tagging with Word and Suffix Embeddings.

Alexander Popov

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2016

2015

Autonomous 3D Reconstruction Using a MAV.

Alexander Popov, Dimitris Zermas, Nikolaos Papanikolopoulos

CoRR, 2015

Improving Word Sense Disambiguation with Linguistic Knowledge from a Sense Annotated Treebank.

Kiril Ivanov Simov, Alexander Popov, Petya Osenova

Proceedings of the Recent Advances in Natural Language Processing, 2015

2011

Strategies for Development of a Distributed Framework for Computational Sciences

Vladimir Berezovsky, Alexander Popov

CoRR, 2011