dr hab. Marcin Mazur

VeGaS: Video Gaussian splatting, Information Sciences vol. in press (2025), 123033

Hypernetwork Approach to Rapid NeRF Adaptation, Knowledge-Based Systems vol. 332 (2025), 114861

CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting, Advances in Neural Information Processing Systems [NeurIPS](MAIN), (2025), accepted

HyperNeRFGAN: Camera-Free 3D Scene Generation via Hypernetwork-Driven Neural Radiance Fields, IEEE International Conference on Data Science and Advanced Analytics [DSAA](MAIN), (2025), accepted

Tight Bounds for Jensen’s Gap with Applications to Variational Inference, ACM International Conference on Information and Knowledge Management [CIKM](MAIN) vol. CIKM '25: Proceedings of the 34th ACM International Conference on Information and Knowledge Management (2025), 2074-2083

PrAViC: Probabilistic Adaptation Framework for Real-Time Video Classification, European Conference on Artificial Intelligence [ECAI](MAIN) vol. 413: ECAI 2025 (2025), 411-418

CEC-MMR: Cross-Entropy Clustering Approach to Multi-Modal Regression, IEEE International Joint Conference on Neural Networks [IJCNN](MAIN), (2025), 1-7

MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation, Expert Systems with Applications vol. 279 (2025), 127350

Deep Dive into Generative Models Through Feature Interpoint Distances, Journal of Computational Science vol. 86 (2025), 102539

NegGS: Negative Gaussian Splatting, Information Sciences vol. 702 (2025), 121912

On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract), National Conference of the American Association for Artificial Intelligence [AAAI] vol. 39(28) (2025), 29359-29361

Interpoint Inception Distance: Gaussian-Free Evaluation of Deep Generative Models, International Conference on Computational Science [ICCS](MAIN) vol. 14832 (2024), 272-286

Modeling 3D Surfaces with a Locally Conditioned Atlas, International Conference on Computational Science [ICCS](MAIN) vol. 14833 (2024), 100-115

HyperCube: Implicit Field Representations of Voxelized 3D Models (Student Abstract), National Conference of the American Association for Artificial Intelligence [AAAI] vol. 38 (2024), 23623-23625

Bounding Evidence and Estimating Log-Likelihood in VAE, International Conference on Artificial Intelligence and Statistics [AISTATS](MAIN) vol. 206 (2023), 5036-5051

HyperPocket: generative point cloud completion, IEEE/RSJ International Conference on Intelligent Robots and Systems [IROS], (2022), 6848-6853

Batch size reconstruction-distribution trade-off in kernel based generative autoencoders, IEEE International Conference on Image Processing [ICIP], (2022), 3728-3732

Target layer regularization for continual learning using Cramer-Wold distance, Information Sciences vol. 609 (2022), 1369-1380

Generative models with kernel distance in data space, Neurocomputing vol. 487 (2022), 119-129

Cramer-Wold Auto-Encoder, Journal of Machine Learning Research vol. 21 (2020), 1-28

Shadowing is generic on various one-dimensional continua with a special geometric structure, Journal of Geometric Analysis vol. 30 (2020), 1836-1864

Morphological discrimination of granular materials by measurement of pixel intensity distribution (PID), Metrology and Measurement Systems vol. 26 (2019), 297-308

Sliced generative models, Schedae Informaticae vol. 27 (2018), 69-79

On some goodness of fit tests for normality based on the optimal transport distance, Schedae Informaticae vol. 27 (2018), 59-68

Subshifts, rotations and the specification property, Topological Methods in Nonlinear Analysis vol. 46 (2015), 799-812

Shadowing is generic -- a continuous map case, Discrete and Continuous Dynamical Systems vol. 34 (2014), 3591-3609

S-limit shadowing is C^0-dense, Journal of Mathematical Analysis and Applications vol. 408 (2013), 465-475

On the relationship between hyperbolic and cone-hyperbolic structures in metric spaces, Annales Polonici Mathematici vol. 109 (2013), 29-38

Appendix A: Semi-Hyperbolicity: Estimations vol. Random and Computational Dynamics 1 (2012), "Phil Diamond, Peter Kloeden, Victor Kozyakin, Alexei Pokrovskii, Semi-Hyperbolicity and Bi-Shadowing", American Institute of Mathematical Sciences

Computational hyperbolicity, Discrete and Continuous Dynamical Systems vol. 29 (2011), 1175-1189

Genericity of inverse shadowing property, Journal of Difference Equations and Applications vol. 16 (2010), 667-674

On some useful conditions for hyperbolicity, Trends in Mathematics vol. 10 (2008), 57-64

Semi-hyperbolicity and hyperbolicity, Discrete and Continuous Dynamical Systems (2008), 1029-1038

Algebraic construction of a coboundary of a given cycle, Opuscula Mathematica vol. 27/2 (2007), 187-195

Chaos and the shadowing property, Topology and its Applications vol. 154 (2007), 2553-2557

On C^0 genericity of various shadowing properties, Discrete and Continuous Dynamical Systems vol. 12 (2005), 523-530

Weak shadowing for discrete dynamical systems on nonsmooth manifolds, Journal of Mathematical Analysis and Applications vol. 281 (2003), 657-662

Tolerance stability conjecture revisited, Topology and its Applications vol. 131 (2003), 33-38

Shadowing and likes as C^0 generic properties, Lecture Notes in Nonlinear Analysis vol. 3 (2002), 159-189

Hyperbolicity, expansivity and shadowing for the class of normal operators, Functional Differential Equations vol. 7 (2000), 147-156

The implementation of the Allili-Kaczy'nski algorithm for the construction of a chain homomorphism induced by a multivalued map vol. 1, 2 (2000), "International Conference on Differential Equations (Berlin, 1999)", World Scientific Publishing

Topological transitivity of the chain recurrent set implies topological transitivity of the whole space, Universitatis Iagellonicae Acta Mathematica vol. 38 (2000), 219-226

Semi-hyperbolicity implies hyperbolicity in the linear case, Universitatis Iagellonicae Acta Mathematica vol. 36 (1998), 121-126