May 16, 2025
tea
MeshSplats: Mesh-Based Rendering with Gaussian Splatting Initialization
Rafał Tobiasz
May 15, 2025
main
MiraGe: Editable 2D Images using Gaussian Splatting
Joanna Waczyńska
May 8, 2025
main
Personalized Interpretability - Interactive Alignment of Prototypical Parts Networks
Tomasz Michalski
April 25, 2025
tea
Training-Free techniques to enhance Diffusion Models
Artur Kasymov
April 24, 2025
main
Scalable and Cost-Efficient de Novo Template-Based Molecular Generation
Piotr Gaiński
April 11, 2025
tea
Learning Posteriors for Bayesian Neural Networks in SVD-projected spaces
Marcin Sendera, Tomasz Kuśmierczyk, Jacek Tabor
April 10, 2025
main
In Search of Means of Self-Control for a Swarm of Drones
Dmytro Dosyn
April 4, 2025
tea
Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay
Patryk Krukowski
April 3, 2025
main
On role of normalization layers. Are they needed for transformers?
Mateusz Pyla
March 28, 2025
tea
Local activation function in Continual Learning
Przemysław Spurek, Patryk Krukowski, Jan Miksa
March 20, 2025
main
SEMU: Singular Value Decomposition for Efficient Machine Unlearning
Dawid Rymarczyk, Jacek Tabor, Marcin Sendera
March 13, 2025
main
Counterfactual explanations of machine learning models: taking into account the different properties
Jerzy Stefanowski
March 7, 2025
tea
Restructuring Vector Quantization with the Rotation Trick
Adam Wróbel
March 6, 2025
main
Collocation-based Robust Variational Physics Informed Neural Networks
Maciej Paszynski
February 27, 2025
main
Model for soft top-k
Jacek Tabor
January 24, 2025
tea
Beyond BBB: Practical Alternatives to Posterior Approximation in Bayesian Models
Tomasz Kuśmierczyk
January 23, 2025
main
Parameter-Efficient Interventions for Enhanced Model Merging
Marcin Osial
January 16, 2025
main
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
Patryk Krukowski
January 10, 2025
tea
Debugging Prototypical Part Networks
Tomasz Michalski
January 9, 2025
main
Towards Generalist Agents: A Dive into Gato, RoboCat, GATS, and Genie
Konrad Żołna
December 20, 2024
tea
SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing
Grzegorz Wilczyński
December 19, 2024
main
OMENN: One Matrix to Explain Neural Networks
Adam Wróbel
December 12, 2024
main
Probabilistic Models for Neural Representations
Michał Jamroż
December 6, 2024
tea
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations
Marcin Przewięźlikowski
December 5, 2024
main
Adapting Explainable Artificial Intelligence to Support Drug Design
Agnieszka Wojtuch