Magdalena Proszewska

4 papers · 2022–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (2) Interspeech (1) WACV (1)

Top co-authors

Przemysław Spurek (2) Marek Śmieja (2) Adrian Suwała (1) Tomasz Trzcinski (1) Łukasz Maziarka (1) Thomas Merritt (1) Jacek Tabor (1) Daniel Sáez-Trigueros (1) Maciej Wołczyk (1) Marcin Mazur (1)

Research topics

Computer Vision (3) Deep Learning (3) Generation (3) Models (3) Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Speech & Audio (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Synthesis (1) Techniques (1)

Keywords

flow-based model (2) latent space (2) image generation (1) voice conversion (1) conditional generation (1) generative model (1) latent representation (1) normalizing flow (1) variational autoencoder (1) pre-trained model (1) generative adversarial network (1) molecule generation (1) implicit field (1) contrastive loss (1) speaker disentanglement (1) face attribute manipulation (1) identity disentanglement (1) attribute manipulation (1) neural network (1) attribute disentangling (1)

Papers

Face Identity-Aware Disentanglement in StyleGAN WACV 2024 HyperCube: Implicit Field Representations of Voxelized 3D Models (Student Abstract) AAAI 2024 GlowVC: Mel-spectrogram space disentangling model for language-independent text-free voice conversion Interspeech 2022 PluGeN: Multi-Label Conditional Generation from Pre-trained Models AAAI 2022