4 papers
CryoTracer: A Synthetic-to-Real System for Filament Instance Tracing in Cryo-EM
Radosław Kuczbański, Wojciech Kozłowski, Mateusz Grzesiuk +4
Particle picking in cryo-electron microscopy is commonly formulated as an object-detection problem in which individual particles are represented by bounding boxes, a natural repres…
Unifying Deep Stochastic Processes for Image Enhancement
Wojciech Kozłowski, Radosław Kuczbański, Kamil Adamczewski +2
Deep stochastic processes have recently become a central paradigm for image enhancement, with many methods explicitly conditioning the stochastic trajectory on the degraded input.…
VIGIL: Tackling Hallucination Detection in Image Recontextualization
Joanna Wojciechowicz, Maria Łubniewska, Jakub Antczak +4
We introduce VIGIL (Visual Inconsistency & Generative In-context Lucidity), a benchmark dataset and framework that provides a fine-grained categorization of hallucinations in the m…
SupResDiffGAN a new approach for the Super-Resolution task
Dawid Kopeć, Wojciech Kozłowski, Maciej Wizerkaniuk +3
In this work, we present SupResDiffGAN, a novel hybrid architecture that combines the strengths of Generative Adversarial Networks (GANs) and diffusion models for super-resolution…