Iuliia Pliushch
According to our database1,
Iuliia Pliushch
authored at least 9 papers
between 2019 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Representation Learning in a Decomposed Encoder Design for Bio-inspired Hebbian Learning.
CoRR, 2024
2023
A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning.
Neural Networks, March, 2023
2022
Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition.
J. Imaging, 2022
When Deep Classifiers Agree: Analyzing Correlations Between Learning Order and Image Statistics.
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
A Procedural World Generation Framework for Systematic Evaluation of Continual Learning.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Neural Architecture Search of Deep Priors: Towards Continual Learning Without Catastrophic Interference.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning.
CoRR, 2020
2019
Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition.
CoRR, 2019
Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers?
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019