Seminars

GMUM Seminar

Every Thursday at 14:00 in Room 1146

GMUM Seminar is our official seminar. Topics that we cover at this seminars are mostly our finished works, overviews of state-of-the-art methods, and progress in our projects.

Guests are always welcome! If you would like to present at our seminar, send a message to gmum@uj.edu.pl.

Tea Seminar

Every Friday at 10:00 in Room 1146

Tea Seminar is a semi-official seminar of our group. Here, we discuss our current research problems and new ideas.

The seminar is open to public, so if you're interested, come and join us with your morning cup of tea (or a mug of coffee).

Schedule

June 13, 2025	tea	Merging and fine-tuning with SVD Marcin Osial
June 12, 2025	main	Guiding Forward with Backward Piotr Gaiński
June 6, 2025	tea	FlySearch: Exploring how vision-language models explore Adam Pardyl
May 30, 2025	tea	On-the-fly Reconstruction for Large-Scale Novel View Synthesis from Unposed Images Grzegorz Wilczyński
May 29, 2025	main	POSITION: Collaboration Between the City and Machine Learning Community is Crucial to Efficient Autonomous Vehicles Routing Anastasia Psarou
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