Przemyslaw Spurek

Dawid Damian Rymarczyk

CoRR, May, 2026

FaceParts: Segmentation and Editing of Gaussian Splatting.

[BibT_eX]

[DOI]

CoRR, May, 2026

Spectral Energy Centroid: a Metric for Improving Performance and Analyzing Spectral Bias in Implicit Neural Representations.

[BibT_eX]

[DOI]

CoRR, May, 2026

Stop Marginalizing My Dreams: Model Inversion via Laplace Kernel for Continual Learning.

[BibT_eX]

[DOI]

CoRR, May, 2026

APEX: Audio Prototype EXplanations for Classification Tasks.

[BibT_eX]

[DOI]

CoRR, May, 2026

ProDG: Prototypes for Data-Free Generative Post-Hoc Explainability.

[BibT_eX]

[DOI]

CoRR, May, 2026

Mind the Gap: Geometrically Accurate Generative Reconstruction from Disjoint Views.

[BibT_eX]

[DOI]

CoRR, May, 2026

SoftSAE: Dynamic Top-K Selection for Adaptive Sparse Autoencoders.

[BibT_eX]

[DOI]

CoRR, May, 2026

SMAL-pets: SMAL Based Avatars of Pets from Single Image.

[BibT_eX]

[DOI]

CoRR, March, 2026

IRIS: Intersection-aware Ray-based Implicit Editable Scenes.

[BibT_eX]

[DOI]

CoRR, March, 2026

ColonSplat: Reconstruction of Peristaltic Motion in Colonoscopy with Dynamic Gaussian Splatting.

[BibT_eX]

[DOI]

Diego Dall'Alba

CoRR, March, 2026

TATRA: Training-Free Instance-Adaptive Prompting Through Rephrasing and Aggregation.

[BibT_eX]

[DOI]

CoRR, March, 2026

XSPLAIN: XAI-enabling Splat-based Prototype Learning for Attribute-aware INterpretability.

[BibT_eX]

[DOI]

CoRR, February, 2026

REBEL: Hidden Knowledge Recovery via Evolutionary-Based Evaluation Loop.

[BibT_eX]

[DOI]

CoRR, February, 2026

QuantumGS: Quantum Encoding Framework for Gaussian Splatting.

[BibT_eX]

[DOI]

CoRR, February, 2026

AnyStyle: Single-Pass Multimodal Stylization for 3D Gaussian Splatting.

[BibT_eX]

[DOI]

CoRR, February, 2026

UnHype: CLIP-Guided Hypernetworks for Dynamic LoRA Unlearning.

[BibT_eX]

[DOI]

CoRR, February, 2026

DIAMOND: Directed Inference for Artifact Mitigation in Flow Matching Models.

[BibT_eX]

[DOI]

CoRR, February, 2026

ReLAPSe: Reinforcement-Learning-trained Adversarial Prompt Search for Erased concepts in unlearned diffusion models.

[BibT_eX]

[DOI]

CoRR, February, 2026

VeGaS: Video Gaussian Splatting.

[BibT_eX]

[DOI]

Inf. Sci., 2026

HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data.

[BibT_eX]

[DOI]

Neurocomputing, 2026

GASP: Gaussian Splatting for physics-based simulations.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2026

Deepfake for the Good: Generating Avatars Through Face-Swapping with Implicit Deepfake Generation.

[BibT_eX]

[DOI]

Georgii Stanishevskii

Jakub Steczkiewicz

Tomasz Szczepanik

Proceedings of the Recent Challenges in Intelligent information and Database Systems: 18th Asian Conference, 2026

EPIC: Explanation of Pretrained Image Classification Networks via Prototypes.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

From Unlearning to UNBRANDING: A Benchmark for Trademark-Safe Text-to-Image Generation.

[BibT_eX]

[DOI]

CoRR, December, 2025

GaINeR: Geometry-Aware Implicit Network Representation.

[BibT_eX]

[DOI]

CoRR, November, 2025

AEGIS: Preserving privacy of 3D Facial Avatars with Adversarial Perturbations.

[BibT_eX]

[DOI]

CoRR, November, 2025

InTAct: Interval-based Task Activation Consolidation for Continual Learning.

[BibT_eX]

[DOI]

CoRR, November, 2025

GS-Verse: Mesh-based Gaussian Splatting for Physics-aware Interaction in Virtual Reality.

[BibT_eX]

[DOI]

CoRR, October, 2025

Memory Self-Regeneration: Uncovering Hidden Knowledge in Unlearned Models.

[BibT_eX]

[DOI]

CoRR, October, 2025

MedGS: Gaussian Splatting for Multi-Modal 3D Medical Imaging.

[BibT_eX]

[DOI]

Kacper Marzol

Ignacy Kolton

CoRR, September, 2025

UnGuide: Learning to Forget with LoRA-Guided Diffusion Models.

[BibT_eX]

[DOI]

CoRR, August, 2025

GENIE: Gaussian Encoding for Neural Radiance Fields Interactive Editing.

[BibT_eX]

[DOI]

CoRR, August, 2025

SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense.

[BibT_eX]

[DOI]

CoRR, June, 2025

HuSc3D: Human Sculpture dataset for 3D object reconstruction.

[BibT_eX]

[DOI]

CoRR, June, 2025

EPIC: Explanation of Pretrained Image Classification Networks via Prototype.

[BibT_eX]

[DOI]

CoRR, May, 2025

HyConEx: Hypernetwork classifier with counterfactual explanations.

[BibT_eX]

[DOI]

CoRR, March, 2025

REdiSplats: Ray Tracing for Editable Gaussian Splatting.

[BibT_eX]

[DOI]

Grzegorz Wilczynski

Dawid Baran

CoRR, March, 2025

MeshSplats: Mesh-Based Rendering with Gaussian Splatting Initialization.

[BibT_eX]

[DOI]

Rafal Tobiasz

Grzegorz Wilczynski

CoRR, February, 2025

RaySplats: Ray Tracing based Gaussian Splatting.

[BibT_eX]

[DOI]

CoRR, January, 2025

HyperMask: Adaptive hypernetwork-based masks for continual learning.

[BibT_eX]

[DOI]

Kamil Ksiazek

Neural Networks, 2025

Hypernetwork approach to rapid NeRF adaptation.

[BibT_eX]

[DOI]

Pawel Batorski

Knowl. Based Syst., 2025

HINT: Hypernetwork approach to training weight interval regions in continual learning.

[BibT_eX]

[DOI]

Inf. Sci., 2025

NegGS: Negative Gaussian Splatting.

[BibT_eX]

[DOI]

Inf. Sci., 2025

MultiPlaneNeRF: Neural radiance field with non-trainable representation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Gaussian Splatting with NeRF-based color and opacity.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2025

GeoGuide: Geometric Guidance of Diffusion Models.

[BibT_eX]

[DOI]

Mateusz Poleski

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy.

[BibT_eX]

[DOI]

Diego Dall'Alba

Przemyslaw Korzeniowski

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Neural Surface Priors for Editable Gaussian Splatting.

[BibT_eX]

[DOI]

Jakub Szymkowiak

Weronika Jakubowska

Proceedings of the International Joint Conference on Neural Networks, 2025

CEC-MMR: Cross-Entropy Clustering Approach to Multi-Modal Regression.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2025

MiraGe: Editable 2D Images using Gaussian Splatting.

[BibT_eX]

[DOI]

Tomasz Szczepanik

Thomas Bohné

Proceedings of the Forty-second International Conference on Machine Learning, 2025

FreSh: Frequency Shifting for Accelerated Neural Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Classifier-Free Guidance with Adaptive Scaling.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

HyperNeRFGAN: Camera-Free 3D Scene Generation via Hypernetwork-Driven Neural Radiance Fields.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

As Good as It KAN Get: High-Fidelity Audio Representation.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Hypernetwork Approach to Bayesian MAML (Student Abstract).

[BibT_eX]

[DOI]

Piotr Kubacki

Tomasz Kusmierczyk

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Points2NeRF: Generating Neural Radiance Fields from 3D point cloud.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2024

Efficient GPU implementation of randomized SVD and its applications.

[BibT_eX]

[DOI]

Pawel M. Morkisz

Samuel Rodriguez Bernabeu

Expert Syst. Appl., 2024

Gaussian model for closed curves.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

AutoLoRA: AutoGuidance Meets Low-Rank Adaptation for Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

Make Interval Bound Propagation great again.

[BibT_eX]

[DOI]

CoRR, 2024

GASP: Gaussian Splatting for Physic-Based Simulations.

[BibT_eX]

[DOI]

CoRR, 2024

HyperInterval: Hypernetwork approach to training weight interval regions in continual learning.

[BibT_eX]

[DOI]

CoRR, 2024

ImplicitDeepfake: Plausible Face-Swapping through Implicit Deepfake Generation using NeRF and Gaussian Splatting.

[BibT_eX]

[DOI]

Georgii Stanishevskii

Jakub Steczkiewicz

Tomasz Szczepanik

CoRR, 2024

HyperPlanes: Hypernetwork Approach to Rapid NeRF Adaptation.

[BibT_eX]

[DOI]

Pawel Batorski

CoRR, 2024

GaMeS: Mesh-Based Adapting and Modification of Gaussian Splatting.

[BibT_eX]

[DOI]

CoRR, 2024

Face Identity-Aware Disentanglement in StyleGAN.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

NeRFlame: Flame-Based Conditioning of NeRF for 3D Face Rendering.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2024, 2024

Modeling 3D Surfaces with a Locally Conditioned Atlas.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2024, 2024

RegFlow: Probabilistic Flow-Based Regression for Future Prediction.

[BibT_eX]

[DOI]

Maciej Zieba

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2024

HyperCube: Implicit Field Representations of Voxelized 3D Models (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

HyperColor: A HyperNetwork Approach for Synthesizing Autocolored 3-D Models for Game Scenes Population.

[BibT_eX]

[DOI]

Ivan Kostiuk

Przemyslaw Stachura

IEEE Trans. Games, December, 2023

The general framework for few-shot learning by kernel HyperNetworks.

[BibT_eX]

[DOI]

Mach. Vis. Appl., July, 2023

Gaussian Splatting with NeRF-based Color and Opacity.

[BibT_eX]

[DOI]

Weronika Smolak

CoRR, 2023

MeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy.

[BibT_eX]

[DOI]

CoRR, 2023

MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation.

[BibT_eX]

[DOI]

CoRR, 2023

NeRFlame: FLAME-based conditioning of NeRF for 3D face rendering.

[BibT_eX]

[DOI]

CoRR, 2023

HyperNeRFGAN: Hypernetwork approach to 3D NeRF GAN.

[BibT_eX]

[DOI]

CoRR, 2023

HyperShot: Few-Shot Learning by Kernel HyperNetworks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Hypernetworks Build Implicit Neural Representations of Sounds.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Bounding Evidence and Estimating Log-Likelihood in VAE.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

General Hypernetwork Framework for Creating 3D Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

OneFlow: One-Class Flow for Anomaly Detection Based on a Minimal Volume Region.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Target layer regularization for continual learning using Cramer-Wold distance.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Generative models with kernel distance in data space.

[BibT_eX]

[DOI]

Neurocomputing, 2022

LocoGAN - Locally convolutional GAN.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2022

HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks.

[BibT_eX]

[DOI]

CoRR, 2022

Hypernetwork approach to Bayesian MAML.

[BibT_eX]

[DOI]

Piotr Kubacki

Tomasz Kusmierczyk

CoRR, 2022

Points2NeRF: Generating Neural Radiance Fields from 3D point cloud.

[BibT_eX]

[DOI]

Dominik Zimny

CoRR, 2022

HyperMAML: Few-Shot Adaptation of Deep Models with Hypernetworks.

[BibT_eX]

[DOI]

CoRR, 2022

HyperPocket: Generative Point Cloud Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Nonlinear Weighted Independent Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Continual Learning with Guarantees via Weight Interval Constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Batch Size Reconstruction-Distribution Trade-Off In Kernel Based Generative Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Target Layer Regularization for Continual Learning Using Cramer-Wold Generator.

[BibT_eX]

[DOI]

CoRR, 2021

HyperCube: Implicit Field Representations of Voxelized 3D Models.

[BibT_eX]

[DOI]

CoRR, 2021

Flow-based SVDD for anomaly detection.

[BibT_eX]

[DOI]

CoRR, 2021

HyperColor: A HyperNetwork Approach for Synthesizing Auto-colored 3D Models for Game Scenes Population.

[BibT_eX]

[DOI]

Ivan Kostiuk

Przemyslaw Stachura

CoRR, 2021

Modeling 3D Surface Manifolds with a Locally Conditioned Atlas.

[BibT_eX]

[DOI]

CoRR, 2021

End-to-End Sinkhorn Autoencoder With Noise Generator.

[BibT_eX]

[DOI]

IEEE Access, 2021

Non-Gaussian Gaussian Processes for Few-Shot Regression.

[BibT_eX]

[DOI]

Massimiliano Patacchiola

Maciej Zieba

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Adversarial Examples Detection and Analysis with Layer-wise Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Missing Glow Phenomenon: Learning Disentangled Representation of Missing Data.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Continual Learning of 3D Point Cloud Generators.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Cramer-Wold Auto-Encoder.

[BibT_eX]

[DOI]

Stanislaw Jastrzebski

J. Mach. Learn. Res., 2020

Flow-based anomaly detection.

[BibT_eX]

[DOI]

CoRR, 2020

HyperFlow: Representing 3D Objects as Surfaces.

[BibT_eX]

[DOI]

CoRR, 2020

WICA: nonlinear weighted ICA.

[BibT_eX]

[DOI]

CoRR, 2020

Non-linear ICA Based on Cramer-Wold Metric.

[BibT_eX]

[DOI]

Stanislaw Jastrzebski

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Spatial Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Processing of Incomplete Images by (Graph) Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Hypernetwork approach to generating point clouds.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Fast and Stable Interval Bounds Propagation for Training Verifiably Robust Models.

[BibT_eX]

[DOI]

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Projected memory clustering.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Online updating of active function cross-entropy clustering.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2019

SVM with a neutral class.

[BibT_eX]

[DOI]

Marek Smieja

Pattern Anal. Appl., 2019

Geometric Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Independent Component Analysis based on multiple data-weighting.

[BibT_eX]

[DOI]

CoRR, 2019

One-element Batch Training by Moving Window.

[BibT_eX]

[DOI]

CoRR, 2019

Sliced generative models.

[BibT_eX]

[DOI]

CoRR, 2019

Set Aggregation Network as a Trainable Pooling Layer.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Fast independent component analysis algorithm with a simple closed-form solution.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Lossy compression approach to subspace clustering.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Deep processing of structured data.

[BibT_eX]

[DOI]

CoRR, 2018

Cramer-Wold AutoEncoder.

[BibT_eX]

[DOI]

Stanislaw Jastrzebski

CoRR, 2018

Processing of missing data by neural networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

ICA based on asymmetry.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

R Package CEC.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Active function Cross-Entropy Clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

General split gaussian Cross-Entropy clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Split-and-merge Tweak in Cross Entropy Clustering.

[BibT_eX]

[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2017

2016

Clustering of Gaussian distributions.

[BibT_eX]

[DOI]

Wieslaw Palka

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Introduction to Cross-Entropy Clustering The R Package CEC.

[BibT_eX]

[DOI]

CoRR, 2015

Cross-Entropy Clustering Approach to One-Class Classification.

[BibT_eX]

[DOI]

Mateusz Wójcik

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014

Cross-entropy clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Subspaces Clustering Approach to Lossy Image Compression.

[BibT_eX]

[DOI]

Marek Smieja

Krzysztof Misztal

Proceedings of the Computer Information Systems and Industrial Management, 2014

A Local Gaussian Filter and Adaptive Morphology as Tools for Completing Partially Discontinuous Curves.

[BibT_eX]

[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2014

2013

The memory center.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Detection of Disk-Like Particles in Electron Microscopy Images.

[BibT_eX]

[DOI]

Elzbieta Zajac

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Weighted Approach to Projective Clustering.

[BibT_eX]

[DOI]

Krzysztof Misztal

Proceedings of the Computer Information Systems and Industrial Management, 2013

2012

The memory centre

[BibT_eX]

[DOI]

CoRR, 2012

2011

k-means Approach to the Karhunen-Loeve Transform

[BibT_eX]

[DOI]

Krzysztof Misztal