Zobrazeno 1 - 10
of 673
pro vyhledávání: '"Blattmann, P."'
Autor:
Sauer, Axel, Boesel, Frederic, Dockhorn, Tim, Blattmann, Andreas, Esser, Patrick, Rombach, Robin
Diffusion models are the main driver of progress in image and video synthesis, but suffer from slow inference speed. Distillation methods, like the recently introduced adversarial diffusion distillation (ADD) aim to shift the model from many-shot to
Externí odkaz:
http://arxiv.org/abs/2403.12015
Autor:
Esser, Patrick, Kulal, Sumith, Blattmann, Andreas, Entezari, Rahim, Müller, Jonas, Saini, Harry, Levi, Yam, Lorenz, Dominik, Sauer, Axel, Boesel, Frederic, Podell, Dustin, Dockhorn, Tim, English, Zion, Lacey, Kyle, Goodwin, Alex, Marek, Yannik, Rombach, Robin
Diffusion models create data from noise by inverting the forward paths of data towards noise and have emerged as a powerful generative modeling technique for high-dimensional, perceptual data such as images and videos. Rectified flow is a recent gene
Externí odkaz:
http://arxiv.org/abs/2403.03206
Widespread adoption of AI for medical decision making is still hindered due to ethical and safety-related concerns. For AI-based decision support systems in healthcare settings it is paramount to be reliable and trustworthy. Common deep learning appr
Externí odkaz:
http://arxiv.org/abs/2401.13657
Autor:
Podell, Dustin, English, Zion, Lacey, Kyle, Blattmann, Andreas, Dockhorn, Tim, Müller, Jonas, Penna, Joe, Rombach, Robin
We present SDXL, a latent diffusion model for text-to-image synthesis. Compared to previous versions of Stable Diffusion, SDXL leverages a three times larger UNet backbone: The increase of model parameters is mainly due to more attention blocks and a
Externí odkaz:
http://arxiv.org/abs/2307.01952
Autor:
Blattmann, Andreas, Rombach, Robin, Ling, Huan, Dockhorn, Tim, Kim, Seung Wook, Fidler, Sanja, Kreis, Karsten
Latent Diffusion Models (LDMs) enable high-quality image synthesis while avoiding excessive compute demands by training a diffusion model in a compressed lower-dimensional latent space. Here, we apply the LDM paradigm to high-resolution video generat
Externí odkaz:
http://arxiv.org/abs/2304.08818
Autor:
Yang Zhou, Partho Sarothi Ray, Jianguo Zhu, Frank Stein, Mandy Rettel, Thileepan Sekaran, Sudeep Sahadevan, Joel I. Perez-Perri, Eva K. Roth, Ola Myklebost, Leonardo A. Meza-Zepeda, Andreas von Deimling, Chuli Fu, Annika N. Brosig, Kjetil Boye, Michaela Nathrath, Claudia Blattmann, Burkhard Lehner, Matthias W. Hentze, Andreas E. Kulozik
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-22 (2024)
Abstract Osteosarcoma is the most common primary malignant bone tumor with a strong tendency to metastasize, limiting the prognosis of affected patients. Genomic, epigenomic and transcriptomic analyses have demonstrated the exquisite molecular comple
Externí odkaz:
https://doaj.org/article/c8a044416b63443ebe99465720d460f3
Novel architectures have recently improved generative image synthesis leading to excellent visual quality in various tasks. Of particular note is the field of ``AI-Art'', which has seen unprecedented growth with the emergence of powerful multimodal m
Externí odkaz:
http://arxiv.org/abs/2207.13038
Autor:
Cindy De Jonge, Francien Peterse, Klaas G. J. Nierop, Thomas M. Blattmann, Marcelo Alexandre, Salome Ansanay‐Alex, Thomas Austin, Mathieu Babin, Edouard Bard, Thorsten Bauersachs, Jerome Blewett, Brenna Boehman, Isla S. Castañeda, Junhui Chen, Martina L. G. Conti, Sergio Contreras, Julia Cordes, Nina Davtian, Bart vanDongen, Bella Duncan, Felix J. Elling, Valier Galy, Shaopeng Gao, Jens Hefter, Kai‐Uwe Hinrichs, Mitchell R. Helling, Mariska Hoorweg, Ellen Hopmans, Juzhi Hou, Yongsong Huang, Arnaud Huguet, Guodong Jia, Cornelia Karger, Brendan J. Keely, Stephanie Kusch, Hui Li, Jie Liang, Julius S. Lipp, Weiguo Liu, Hongxuan Lu, Kai Mangelsdorf, Hayley Manners, Alfredo Martinez Garcia, Guillemette Menot, Gesine Mollenhauer, B. David A. Naafs, Sebastian Naeher, Lauren K. O'Connor, Ethan M. Pearce, Ann Pearson, Zhiguo Rao, Marta Rodrigo‐Gámiz, Chris Rosendahl, Frauke Rostek, Rui Bao, Prasanta Sanyal, Florence Schubotz, Wesley Scott, Rahul Sen, Appy Sluijs, Rienk Smittenberg, Ioana Stefanescu, Jia Sun, Paul Sutton, Jess Tierney, Eduardo Tejos, Joan Villanueva, Huanye Wang, Josef Werne, Masanobu Yamamoto, Huan Yang, Aifeng Zhou
Publikováno v:
Geochemistry, Geophysics, Geosystems, Vol 25, Iss 7, Pp n/a-n/a (2024)
Abstract Ratios of glycerol dialkyl glycerol tetraethers (GDGT), which are membrane lipids of bacteria and archaea, are at the base of several paleoenvironmental proxies. They are frequently applied to soils as well as lake‐ and marine sediments to
Externí odkaz:
https://doaj.org/article/587be2a71e1b4e3fbbdf758ac4016432
Autor:
Stefan S. Bielack, Daniel Baumhoer, Stefanie Hecker-Nolting, Simone Hettmer, Leo Kager, Petra Ketteler, Matthias Kevric, Christian P. Kratz, Thomas Kühne, Vanessa Mettmann, Markus Metzler, Dirk Reinhardt, Benjamin Sorg, Claudia Blattmann
Publikováno v:
EJC Paediatric Oncology, Vol 3, Iss , Pp 100158- (2024)
Purpose: Many publications address the epidemiology of secondary osteosarcomas following retinoblastoma. Treatment- and outcome-related information is, however, scarce. We used a large cooperative group’s database to study this issue. Patients and
Externí odkaz:
https://doaj.org/article/ebd3c9a7340c4a5fb601494f01178b43
Novel architectures have recently improved generative image synthesis leading to excellent visual quality in various tasks. Much of this success is due to the scalability of these architectures and hence caused by a dramatic increase in model complex
Externí odkaz:
http://arxiv.org/abs/2204.11824