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Georgios Batzolis
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2020 – today
- 2024
- [c2]Jan Stanczuk, Georgios Batzolis, Teo Deveney, Carola-Bibiane Schönlieb:
Diffusion Models Encode the Intrinsic Dimension of Data Manifolds. ICML 2024 - [i7]Willem Diepeveen, Georgios Batzolis, Zakhar Shumaylov, Carola-Bibiane Schönlieb:
Score-based pullback Riemannian geometry. CoRR abs/2410.01950 (2024) - 2023
- [i6]Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb:
Variational Diffusion Auto-encoder: Deep Latent Variable Model with Unconditional Diffusion Prior. CoRR abs/2304.12141 (2023) - 2022
- [c1]Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Jezabel R. Garcia, Da-Shan Shiu, Alberto Bernacchia:
How to Distribute Data across Tasks for Meta-Learning? AAAI 2022: 6394-6401 - [i5]Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb, Christian Etmann:
Non-Uniform Diffusion Models. CoRR abs/2207.09786 (2022) - [i4]Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb:
Your diffusion model secretly knows the dimension of the data manifold. CoRR abs/2212.12611 (2022) - 2021
- [i3]Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Da-Shan Shiu, Alberto Bernacchia:
How to distribute data across tasks for meta-learning? CoRR abs/2103.08463 (2021) - [i2]Georgios Batzolis, Marcello Carioni, Christian Etmann, Soroosh Afyouni, Zoe Kourtzi, Carola-Bibiane Schönlieb:
CAFLOW: Conditional Autoregressive Flows. CoRR abs/2106.02531 (2021) - [i1]Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb, Christian Etmann:
Conditional Image Generation with Score-Based Diffusion Models. CoRR abs/2111.13606 (2021)
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