Georgios Batzolis

According to our database, Georgios Batzolis authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Score-based pullback Riemannian geometry.

Willem Diepeveen, Georgios Batzolis, Zakhar Shumaylov, Carola-Bibiane Schönlieb

CoRR, 2024

Diffusion Models Encode the Intrinsic Dimension of Data Manifolds.

Jan Stanczuk, Georgios Batzolis, Teo Deveney, Carola-Bibiane Schönlieb

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Variational Diffusion Auto-encoder: Deep Latent Variable Model with Unconditional Diffusion Prior.

Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb

CoRR, 2023

2022

Your diffusion model secretly knows the dimension of the data manifold.

Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb

CoRR, 2022

Non-Uniform Diffusion Models.

Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb, Christian Etmann

CoRR, 2022

How to Distribute Data across Tasks for Meta-Learning?

Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Jezabel R. Garcia, Da-Shan Shiu, Alberto Bernacchia

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Conditional Image Generation with Score-Based Diffusion Models.

Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb, Christian Etmann

CoRR, 2021

CAFLOW: Conditional Autoregressive Flows.

Georgios Batzolis, Marcello Carioni, Christian Etmann, Soroosh Afyouni, Zoe Kourtzi, Carola-Bibiane Schönlieb

CoRR, 2021

How to distribute data across tasks for meta-learning?

Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Da-Shan Shiu, Alberto Bernacchia

CoRR, 2021