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With this approach we are able to train a 1B parameter Stage C textconditional diffusion model within approximately 24,602 GPU hours, resembling a 8x reduction in computation compared to the amount SD 2.1 used for training (200,000 GPU hours), while showing similar fidelity both visually and ...
In this rapidly evolving era of multimodal generation, diffusion models exhibit impressive generative capabilities, significantly enhancing the realm of creative image synthesis by intricately textual prompts. Yet, their effectiveness is limited in certain niche sectors, like depicting Chinese ancient architec...
Diffusion MR imaging techniques are based on the molecular mobility of water, which is sensitive to interaction with intracellular elements, macromolecules, cell membranes, the density of cells, and microstructural organization. Disease processes that alter cell-water homeostasis, cell density, and cytoa...
Official PyTorch implementation of "DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models" (ICLR 2024) - CownowAn/DiffusionNAG
In the competitive fields of architecture and design, mastering the art of visualization is as crucial as generating innovative ideas. Whether you harness 3D models from SketchUp, use AI-generated images with Diffusion [Labs], or employ external rendering programs like V-Ray, selecting the right ...
both race and coactivation models in order to perform large scale simulation studies.By applying a state-of-the-art model of decision making (scilicet the Ratcliff diffusion model) to the investigation of the redundant signals effect, the present study addresses research questions at different ...
Despite the extensive diffusion of data warehouse (DW) technology, we still miss methods that assist and guide the designer in the conceptual design of DWs... L Zepeda,M Celma - IEEE 被引量: 10发表: 2006年 Model driven data warehouse using MDA and 2TUP. The data warehousing architecture ...
Animals generate neural representations of their heading direction. Notably, in insects, heading direction is topographically represented by the activity of neurons in the central complex. Although head direction cells have been found in vertebrates, the
Experimental/ air pollution atmospheric boundary layer atmospheric turbulence wind/ street architecture dispersion street canyons turbulence patterns local air quality wind-tunnel data roof configuration pollutant transport urban air quality modeling/ A9260E Convection, turbulence, and diffusion in the lower at...