Tim Dockhorn

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Differentially Private

Diffusion Models

Top Venues

Publications

Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, Robin Rombach
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis. ICLR (2024)
Patrick Esser, Sumith Kulal, Andreas Blattmann, Rahim Entezari, Jonas Müller, Harry Saini, Yam Levi, Dominik Lorenz, Axel Sauer, Frederic Boesel, Dustin Podell, Tim Dockhorn, Zion English, Kyle Lacey, Alex Goodwin, Yannik Marek, Robin Rombach
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis. CoRR (2024)
Axel Sauer, Frederic Boesel, Tim Dockhorn, Andreas Blattmann, Patrick Esser, Robin Rombach
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation. CoRR (2024)
Andreas Blattmann, Tim Dockhorn, Sumith Kulal, Daniel Mendelevitch, Maciej Kilian, Dominik Lorenz, Yam Levi, Zion English, Vikram Voleti, Adam Letts, Varun Jampani, Robin Rombach
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets. CoRR (2023)
Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models. CVPR (2023)
Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models. CoRR (2023)
Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, Robin Rombach
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis. CoRR (2023)
Tim Dockhorn, Tianshi Cao, Arash Vahdat, Karsten Kreis
Differentially Private Diffusion Models. Trans. Mach. Learn. Res. 2023 (2023)
Tim Dockhorn, Tianshi Cao, Arash Vahdat, Karsten Kreis
Differentially Private Diffusion Models. CoRR (2022)
Tim Dockhorn, Arash Vahdat, Karsten Kreis
GENIE: Higher-Order Denoising Diffusion Solvers. CoRR (2022)
Tim Dockhorn, Arash Vahdat, Karsten Kreis
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion. ICLR (2022)
Tim Dockhorn, Arash Vahdat, Karsten Kreis
GENIE: Higher-Order Denoising Diffusion Solvers. NeurIPS (2022)
Tim Dockhorn, Yaoliang Yu, Eyyüb Sari, Mahdi Zolnouri, Vahid Partovi Nia
Demystifying and Generalizing BinaryConnect. CoRR (2021)
Tim Dockhorn, Arash Vahdat, Karsten Kreis
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion. CoRR (2021)
Tim Dockhorn, Yaoliang Yu, Eyyüb Sari, Mahdi Zolnouri, Vahid Partovi Nia
Demystifying and Generalizing BinaryConnect. NeurIPS (2021)
Tim Dockhorn, James A. Ritchie, Yaoliang Yu, Iain Murray
Density Deconvolution with Normalizing Flows. CoRR (2020)
Tim Dockhorn
A Discussion on Solving Partial Differential Equations using Neural Networks. CoRR (2019)