JointDiffusion: Joint representation learning for generative, predictive, and self-explainable AI in healthcare

Authors: Joanna Kaleta, Paweł Skierś, Jan Dubiński, Przemysław Korzeniowski, Tomasz Trzciński, Jakub M. Tomczak, Kamil Deja

Research groups: Medical Imaging and Robotics

LumiGauss: Relightable Gaussian Splatting in the Wild

Authors: Joanna Kaleta, Kacper Kania, Tomasz Trzciński, Marek Kowalski

Research groups: Medical Imaging and Robotics

PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery

Authors: Szymon Płotka, Joanna Kaleta, ...

Research groups: Medical Imaging and Robotics

PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy

Authors: Joanna Kaleta, Weronika Smolak-Dyżewska, Dawid Malarz, Diego Dall’Alba, Przemysław Korzeniowski, Przemysław Spurek

Research groups: Medical Imaging and Robotics

SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models

Authors: Sabina Martyniak, Joanna Kaleta, Diego Dall’Alba, Michał Naskręt, Szymon Płotka, Przemysław Korzeniowski

Research groups: Medical Imaging and Robotics

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

Authors: Joanna Kaleta, ...

Research groups: Medical Imaging and Robotics

Minimal data requirement for realistic endoscopic image generation with Stable Diffusion

Authors: Joanna Kaleta, Diego Dall’Alba, Szymon Płotka, Przemysław Korzeniowski

Research groups: Medical Imaging and Robotics