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Articles by Maciej Zięba

HyperNeRFGAN: Hypernetwork approach to 3D NeRF GAN
22 August 2024 by Adam Kania and others
Computer Vision and Pattern Recognition
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows
7 August 2024 by Patryk Wielopolski and others
Machine Learning, Artificial Intelligence
HyperMAML: Few-Shot Adaptation of Deep Models with Hypernetworks
8 July 2024 by Marcin Przewięźlikowski and others
Machine Learning, Artificial Intelligence
Sextactic and type-9 points on the Fermat cubic and associated objects
19 June 2024 by Łukasz Merta and Maciej Zięba
Algebraic Geometry, Commutative Algebra
Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels
27 May 2024 by Patryk Wielopolski and others
Machine Learning, Artificial Intelligence
Modeling 3D Surface Manifolds with a Locally Conditioned Atlas
5 April 2024 by Przemysław Spurek and others at LogoJagiellonian University Cracow
Computer Vision and Pattern Recognition
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows
10 December 2023 by Piotr Miłkowski and others
Artificial Intelligence
MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation
28 November 2023 by Dominik Zimny and others at LogoJagiellonian University Cracow
Computer Vision and Pattern Recognition
NeRFlame: FLAME-based conditioning of NeRF for 3D face rendering
27 November 2023 by Wojciech Zając and others
Computer Vision and Pattern Recognition
Dimma: Semi-supervised Low Light Image Enhancement with Adaptive Dimming
14 October 2023 by Wojciech Kozłowski and others
Computer Vision and Pattern Recognition, Image and Video Processing
Diffused Heads: Diffusion Models Beat GANs on Talking-Face Generation
29 July 2023 by Michał Stypułkowski and others
Computer Vision and Pattern Recognition
Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks
13 July 2023 by Mateusz Baran and others
Computation and Language, Artificial Intelligence
Self-supervised adversarial masking for 3D point cloud representation learning
11 July 2023 by Michał Szachniewicz and others
Computer Vision and Pattern Recognition
Two-headed eye-segmentation approach for biometric identification
30 September 2022 by Wiktor Lazarski and others
Computer Vision and Pattern Recognition, Machine Learning
Continual learning on 3D point clouds with random compressed rehearsal
20 May 2022 by Maciej Zamorski and others
Machine Learning, Computer Vision and Pattern Recognition
HyperShot: Few-Shot Learning by Kernel HyperNetworks
21 March 2022 by Marcin Sendera and others
Machine Learning, Artificial Intelligence
On the \mathrm{H}_{4} configuration of points in \mathbb{P}^3
14 January 2022 by Paulina Wiśniewska and Maciej Zięba
Algebraic Geometry
Flow Plugin Network for conditional generation
7 October 2021 by Patryk Wielopolski and others
Computer Vision and Pattern Recognition, Machine Learning
RegFlow: Probabilistic Flow-based Regression for Future Prediction
30 November 2020 by Maciej Zięba and others
Machine Learning, Artificial Intelligence
Hypernetwork approach to generating point clouds
13 October 2020 by Przemysław Spurek and others
Computer Vision and Pattern Recognition
Representing Point Clouds with Generative Conditional Invertible Flow Networks
7 October 2020 by Michał Stypułkowski and others
Computer Vision and Pattern Recognition, Machine Learning
UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree
3 July 2020 by Kacper Kania and others
Computer Vision and Pattern Recognition, Machine Learning
HyperFlow: Representing 3D Objects as Surfaces
15 June 2020 by Przemysław Spurek and others
Computer Vision and Pattern Recognition, Machine Learning
On Yoshinaga's arrangement of lines and the containment problem
27 November 2019 by Maria Tombarkiewicz and Maciej Zięba
Algebraic Geometry, Commutative Algebra
Conditional Invertible Flow for Point Cloud Generation
16 October 2019 by Michał Stypułkowski and others
Machine Learning, Computer Vision and Pattern Recognition
Adversarial Autoencoders for Compact Representations of 3D Point Clouds
29 April 2019 by Maciej Zamorski and others
Machine Learning, Computer Vision and Pattern Recognition
Generative Adversarial Networks: recent developments
16 March 2019 by Maciej Zamorski and others
Machine Learning, Computer Vision and Pattern Recognition
Semi-supervised learning with Bidirectional GANs
28 November 2018 by Maciej Zamorski and Maciej Zięba
Machine Learning, Information Retrieval
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN
19 June 2018 by Maciej Zięba and others
Computer Vision and Pattern Recognition
Training Triplet Networks with GAN
6 April 2017 by Maciej Zięba and Lei Wang
Machine Learning
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