Frantzeska Lavda

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Unsupervised Learning

Multimodal Data

Efficient Inference

Top Venues

Publications

Van Khoa Nguyen, Yoann Boget, Frantzeska Lavda, Alexandros Kalousis
Discrete Latent Graph Generative Modeling with Diffusion Bridges. CoRR (2024)
Frantzeska Lavda, Alexandros Kalousis
Semi-Supervised Variational Autoencoders for Out-of-Distribution Generation. Entropy 25 (12) (2023)
Frantzeska Lavda, Magda Gregorová, Alexandros Kalousis
Improving VAE Generations of Multimodal Data Through Data-Dependent Conditional Priors. ECAI (2020)
Frantzeska Lavda, Magda Gregorová, Alexandros Kalousis
Data-Dependent Conditional Priors for Unsupervised Learning of Multimodal Data. Entropy 22 (8) (2020)
Jason Ramapuram, Maurits Diephuis, Frantzeska Lavda, Russ Webb, Alexandros Kalousis
Variational Saccading: Efficient Inference for Large Resolution Images. BMVC (2019)
Frantzeska Lavda, Magda Gregorová, Alexandros Kalousis
Improving VAE generations of multimodal data through data-dependent conditional priors. CoRR (2019)
Frantzeska Lavda, Jason Ramapuram, Magda Gregorova, Alexandros Kalousis
Continual Classification Learning Using Generative Models. CoRR (2018)