GUIDE: Guidance-based Incremental Learning with Diffusion Models. - Bartosz Cywinski; Kamil Deja; Tomasz Trzcinski; Bartlomiej Twardowski; Lukasz Kucinski (CoRR, 2024)

Precise Parameter Localization for Textual Generation in Diffusion Models. - Lukasz Staniszewski; Bartosz Cywinski; Franziska Boenisch; Kamil Deja; Adam Dziedzic (ICLR, 2025)

Adapt & Align: Continual Learning with Generative Models' Latent Space Alignment. - Kamil Deja; Bartosz Cywinski; Jan Rybarczyk; Tomasz Trzcinski (Neurocomputing, 2025)

SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders. - Bartosz Cywinski; Kamil Deja (CoRR, 2025)

Towards eliciting latent knowledge from LLMs with mechanistic interpretability. - Bartosz Cywinski; Emil Ryd; Senthooran Rajamanoharan; Neel Nanda (CoRR, 2025)