3 papers
cs.CV2025
Neural Bloom: A Deep Learning Approach to Real-Time Lighting
Rafal Karp, Dawid Gruszka, Tomasz Trzcinski
We propose a novel method to generate bloom lighting effect in real time using neural networks. Our solution generate brightness mask from given 3D scene view up to 30% faster than…
cs.CV2025
ExpertSim: Fast Particle Detector Simulation Using Mixture-of-Generative-Experts
Patryk BÄdkowski, Jan DubiÅski, Filip Szatkowski +3
Simulating detector responses is a crucial part of understanding the inner workings of particle collisions in the Large Hadron Collider at CERN. Such simulations are currently perf…
cs.CR2025
Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual Learning
StanisÅaw Pawlak, BartÅomiej Twardowski, Tomasz TrzciÅski +1
Our research addresses the overlooked security concerns related to data poisoning in continual learning (CL). Data poisoning - the intentional manipulation of training data to affe…