| 2025 | ECAI | ExpertSim: Fast Particle Detector Simulation Using Mixture-of-Generative-Experts. | Patryk Bedkowski, Jan Dubinski, Filip Szatkowski, Kamil Deja, Przemyslaw Rokita, Tomasz Trzcinski |
| 2025 | ECAI | GUIDE: Guidance-Based Incremental Learning with Diffusion Models. | Bartosz Cywinski, Kamil Deja, Tomasz Trzcinski, Bartlomiej Twardowski, Lukasz Kucinski |
| 2025 | ICCV | Joint Diffusion Models in Continual Learning. | Pawel Skiers, Kamil Deja |
| 2025 | ICLR | Precise Parameter Localization for Textual Generation in Diffusion Models. | Lukasz Staniszewski, Bartosz Cywinski, Franziska Boenisch, Kamil Deja, Adam Dziedzic |
| 2025 | ICML | SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders. | Bartosz Cywinski, Kamil Deja |
| 2023 | ICASSP | Modelling Low-Resource Accents Without Accent-Specific TTS Frontend. | Georgi Tinchev, Marta Czarnowska, Kamil Deja, Kayoko Yanagisawa, Marius Cotescu |
| 2023 | Interspeech | Diffusion-based accent modelling in speech synthesis. | Kamil Deja, Georgi Tinchev, Marta Czarnowska, Marius Cotescu, Jasha Droppo |
| 2022 | ICONIP | Selectively Increasing the Diversity of GAN-Generated Samples. | Jan Dubinski, Kamil Deja, Sandro Wenzel, Przemyslaw Rokita, Tomasz Trzcinski |
| 2022 | IJCAI | Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning. | Kamil Deja, Pawel Wawrzynski, Wojciech Masarczyk, Daniel Marczak, Tomasz Trzcinski |
| 2022 | Interspeech | Automatic Evaluation of Speaker Similarity. | Kamil Deja, Ariadna Snchez, Julian Roth, Marius Cotescu |
| 2021 | ICONIP | On Robustness of Generative Representations Against Catastrophic Forgetting. | Wojciech Masarczyk, Kamil Deja, Tomasz Trzcinski |
| 2021 | IJCNN | BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning. | Kamil Deja, Pawel Wawrzynski, Daniel Marczak, Wojciech Masarczyk, Tomasz Trzcinski |