[Region-Adaptive Sampling for Diffusion Transformers]: Diffusion models (DMs) have become the leading choice for generative tasks across diverse domains. However, their reliance on multiple sequential forward p
1. With the development of large visual models —Stable Diffusion, DALL-E 2, and Midjourney—architects and researchers are increasingly using generative AI for creative design generation (Zhang et al., 2023; Tan and Luhrs, 2024; Sukkar et al., 2024; Horvath and Pouliou, 2024; Baudoux, ...
Monitoring of NADH fluorescence, as an indicator for mitochondrial function, started by using isolated mitochondria from various organs. This in vitro monitoring approach was applied, later on, to various organs monitored in the intact animal in vivo. In
We used MRI and the diffusion kurtosis imaging (DKI) method which precisely evaluates non-gaussian diffusion of water molecules in gray matter and is an indicator of the heterogeneous environment with restrictions to diffusion. We confirmed that DKI is a sensitive translational marker of alpha-synucle...
Dummy's Guide to Modern LLM Sampling Foundations of Machine Learning by Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar [MIT] Information Theory, Inference, and Learning Algorithms by David MacKay Introduction to Flow Matching and Diffusion Models by Peter Holderrieth and Ezra Erives In...
This relates to collapse of the structure which can be followed by the diffusion of helium gas into the C–S–H structure at low relative humidities [14]. The water adsorption isotherm technique has proved successful for materials with pore structures that remain stable on removal or addition ...
ComfyUI/ComfyUI - A powerful and modular stable diffusion GUI. ComfyUI/sd-webui-lora-block-weight - The original idea for LoraBlockWeight came from here, and it is based on the syntax of this extension. jags111/efficiency-nodes-comfyui - The XY Input provided by the Inspire Pack supports...
the data were processed by using a q-sampling imaging algorithm implemented in DSI studio (http://dsi-studio.labsolver.org). A white-matter mask was computed by segmenting the T2-weighted images and co-registering the images to the b0 image of the diffusion data using SPM12. For each HCP...
Previous studies have shown that environmental factors cannot completely explain the microbial variations due to the influence of diffusion and drift processes50. The NCM and null model were then applied to reveal the assembly process of bacterial and micro-eukaryotic communities in the XJH. The fitte...
If these theoretical estimations reflect real properties of the three CALM mRNAs, what could be the functional significance for an organism in having two low and one high stable CALM? Variation of mRNA stability could give the cell an additional mechanism in fine-tuning gene expression, besides th...