Igor Melnyk
Orcid: 0000-0003-0220-0615
According to our database1,
Igor Melnyk
authored at least 38 papers
between 2013 and 2024.
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Bibliography
2024
2023
CoRR, 2023
CoRR, 2023
Approximation of the Boundary Trajectory of a Short-Focus Electron Beam using Third-Order Root-Polynomial Functions and Recurrent Matrixes Approach.
Proceedings of the International Conference on Information and Digital Technologies, 2023
Proceedings of the International Conference on Information and Digital Technologies, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge.
J. Artif. Intell. Res., 2022
CoRR, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
2019
J. Comput. Phys., 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the Deep Generative Models for Highly Structured Data, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
J. Mach. Learn. Res., 2017
CoRR, 2017
2016
J. Aerosp. Inf. Syst., 2016
Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 2016 IEEE International Black Sea Conference on Communications and Networking, 2016
2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013