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Academic Achievements
- Selected publications include 'Learning Data Representations with Joint Diffusion Models' (ECML 2023), 'Diffusion-based accent modelling in speech synthesis' (Interspeech 2023), 'On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models' (accepted for NeurIPS 2022), 'Automatic Evaluation of Speaker Similarity' (Interspeech 2022), 'Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning' (IJCAI-ECAI 2022), 'BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning' (IJCNN 2021), and 'End-to-end Sinkhorn Autoencoder with Noise Generator' (IEEE Access).
Research Experience
- Assistant Professor at CVLab, Graphics department, Computer Science Institute of Warsaw University of Technology
Background
- Scientific interests: Machine learning, Generative models, Continual Learning, Image processing, Data Science; Position: Assistant Professor at CVLab, Graphics department, Computer Science Institute of Warsaw University of Technology
Co-authors: 0 (list not available)