Zobrazeno 1 - 10
of 7 245
pro vyhledávání: '"Kingma, A."'
Autor:
Zhang, Yushun, Chen, Congliang, Li, Ziniu, Ding, Tian, Wu, Chenwei, Kingma, Diederik P., Ye, Yinyu, Luo, Zhi-Quan, Sun, Ruoyu
We propose Adam-mini, an optimizer that achieves on par or better performance than AdamW with 50% less memory footprint. Adam-mini reduces memory by cutting down the learning rate resources in Adam (i.e., $1/\sqrt{v}$). By investigating the Hessian s
Externí odkaz:
http://arxiv.org/abs/2406.16793
Autor:
Xie, Sirui, Xiao, Zhisheng, Kingma, Diederik P, Hou, Tingbo, Wu, Ying Nian, Murphy, Kevin Patrick, Salimans, Tim, Poole, Ben, Gao, Ruiqi
While diffusion models can learn complex distributions, sampling requires a computationally expensive iterative process. Existing distillation methods enable efficient sampling, but have notable limitations, such as performance degradation with very
Externí odkaz:
http://arxiv.org/abs/2405.16852
Autor:
Kingma, Diederik P., Gao, Ruiqi
To achieve the highest perceptual quality, state-of-the-art diffusion models are optimized with objectives that typically look very different from the maximum likelihood and the Evidence Lower Bound (ELBO) objectives. In this work, we reveal that dif
Externí odkaz:
http://arxiv.org/abs/2303.00848
Autor:
Sebastian Hendrix, Vincent Dartigue, Hailee Hall, Shrankhla Bawaria, Jenina Kingma, Bilkish Bajaj, Noam Zelcer, Daniel L. Kober
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-17 (2024)
Abstract Site-one protease (S1P) conducts the first of two cleavage events in the Golgi to activate Sterol regulatory element binding proteins (SREBPs) and upregulate lipogenic transcription. S1P is also required for a wide array of additional signal
Externí odkaz:
https://doaj.org/article/37ed8873d23d4923aecc3d62781541c8
Autor:
Bernice Scholten, Koen van der Sanden, Blaise Kelly, Bas Henzing, Anjoeka Pronk, W. Marty Blom, Lisa Klous, Boris R.M. Kingma
Publikováno v:
Environment International, Vol 192, Iss , Pp 109010- (2024)
Background: Climate change is expected to elevate exposure to several environmental health risk factors, including extreme environmental temperatures, air pollution and airborne allergenic pollen. Given their interconnected effects on respiratory and
Externí odkaz:
https://doaj.org/article/ff6b8c878a254f6488aeaa3dd903e4dd
Publikováno v:
Frontiers in Neurology, Vol 15 (2024)
ObjectiveTo investigate the effect of daily use of subconscious vibrotactile stimulation in bilateral vestibulopathy (BVP) patients, who judged the effect of vestibular rehabilitation as insufficient.MethodsBVP patients were asked to wear a subconsci
Externí odkaz:
https://doaj.org/article/47823f590484401cbc0efa37d75e52df
Autor:
Meng, Chenlin, Rombach, Robin, Gao, Ruiqi, Kingma, Diederik P., Ermon, Stefano, Ho, Jonathan, Salimans, Tim
Classifier-free guided diffusion models have recently been shown to be highly effective at high-resolution image generation, and they have been widely used in large-scale diffusion frameworks including DALLE-2, Stable Diffusion and Imagen. However, a
Externí odkaz:
http://arxiv.org/abs/2210.03142
Autor:
Ho, Jonathan, Chan, William, Saharia, Chitwan, Whang, Jay, Gao, Ruiqi, Gritsenko, Alexey, Kingma, Diederik P., Poole, Ben, Norouzi, Mohammad, Fleet, David J., Salimans, Tim
We present Imagen Video, a text-conditional video generation system based on a cascade of video diffusion models. Given a text prompt, Imagen Video generates high definition videos using a base video generation model and a sequence of interleaved spa
Externí odkaz:
http://arxiv.org/abs/2210.02303
Publikováno v:
Frontiers in Neurology, Vol 15 (2024)
Externí odkaz:
https://doaj.org/article/5c8c6089edc240379aafdf3d63de4d0e
Publikováno v:
International Journal of Educational Research Open, Vol 6, Iss , Pp 100331- (2024)
Teacher classroom behavior is an important factor in student learning and motivation. Past research within higher education has primarily concentrated on identifying teaching behaviors that teachers and students deem important in honors classrooms. Y
Externí odkaz:
https://doaj.org/article/9e72ea4c747e4e8ab8d85ab9356e6e48