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Anna Kuzina
Anna Kuzina
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Year
CKConv: Continuous Kernel Convolution For Sequential Data
DW Romero, A Kuzina, EJ Bekkers, JM Tomczak, M Hoogendoorn
International Conference on Learning Representations (ICLR), 2022, 2021
982021
BooVAE: Boosting Approach for Continual Learning of VAE
E Egorov, A Kuzina, E Burnaev
Advances in Neural Information Processing Systems (NeurIPS), 2021 34, 2021
27*2021
Bayesian generative models for knowledge transfer in mri semantic segmentation problems
A Kuzina, E Egorov, E Burnaev
Frontiers in neuroscience 13, 452343, 2019
212019
On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models
K Deja, A Kuzina, T Trzciński, JM Tomczak
Advances in Neural Information Processing Systems (NeurIPS), 2022 35, 2022
182022
Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks
A Kuzina, M Welling, JM Tomczak
RobustML Workshop@ICLR 2021, 2021
102021
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC
A Kuzina, M Welling, JM Tomczak
Advances in Neural Information Processing Systems, 2022
8*2022
Ensemble of 3D CNN regressors with data fusion for fluid intelligence prediction
M Pominova, A Kuzina, E Kondrateva, S Sushchinskaya, E Burnaev, ...
Adolescent Brain Cognitive Development Neurocognitive Prediction: First …, 2019
62019
Exploring continual learning of diffusion models
M Zając, K Deja, A Kuzina, JM Tomczak, T Trzciński, F Shkurti, P Miłoś
arXiv preprint arXiv:2303.15342, 2023
32023
Discouraging posterior collapse in hierarchical Variational Autoencoders using context
A Kuzina, JM Tomczak
arXiv preprint arXiv:2302.09976, 2023
22023
Equivariant Priors for Compressed Sensing with Unknown Orientation
A Kuzina, K Pratik, FV Massoli, A Behboodi
Proceedings of the 39th International Conference on Machine Learning, PMLR …, 2022
22022
Equivariant generative prior for inverse problems with unknown rotation
A Behboodi, A Kuzina, FV Massoli, K Pratik
US Patent App. 18/100,263, 2023
2023
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