Implementation team members will be sampled purposively to identify those with the most relevant expertise for the implementation of GlobalConsent. To the extent possible, implementation team members will be matched on position and rank (e.g., lecturer and/or staff by rank) across LIS and HIS g...
processes a data cube containing target weather parameters from a preceding and the current time steps:XtandXt+1. It predicts a low-rank multivariate Gaussian distribution (\({{{\rm{N}}}({\Theta }_{q}^{t})\)) similar to the encoder P. Intermediate perturbation vectors are sampled from ...
temperate, sub-tropical and tropical regions, exhibiting immense depth variation, from the intertidal zone to abyssal depths greater than 6000 m17,21. In deep and/or cold-water habitats, coral reefs can play host to highly diverse biological assemblages similar to those of tropical coral reefs9,1...
The multi-head self-attention mechanism divides a node feature vector into multiple sub-vectors (heads) and projects each sub-vector onto Query, Key, and Value features by linear transformations. For example, suppose a node feature dimension is h1×d, and the number of the head is k. Then...
At the policy level, the first five years of the new millennium were shaped by the UN Global Compact (UNGC), which was the first major international corporate responsibility initiative to put human rights center-stage, and by an attempt by the UN Sub-Commission on Human Rights to develop a...
In this sub- section, we conduct experiments of focal loss (Lfocal) and global loss (Lglobal) to investigate their influences on the student with RetinaNet. As shown in Tab. 4, both the fo- cal loss and global loss lead to significant AP and AR im- provements. Furthermore...
14 The GBD 2017 used a geographic hierarchy of 7 superregions (high-income countries; Latin America and the Caribbean; North Africa and the Middle East; South Asia; sub-Saharan Africa [SSA]; Central Asia, Central Europe, and Eastern Europe; and Southeast Asia, East Asia, and Oceania) ...
It’s important to highlight that Google Trends data is “dynamically sampled”, which means that reported values for the same period can vary depending on when the tool is accessed. In other words, the service may return different rankings and indices for what seems to be an identical query...
On top of each subpanel, the total population served by that isochrone is highlighted. The solid black line indicates the city limits as defined in OSM. Map sources: OSM51, CARTO. Full size image Bike-share service accessibility index (BSAI) We propose the Bike-Share Service Accessibility ...
Mind the significant difference between the tracking results of Pangu-Weather and ECMWF-HRES (Pangu-Weather is more accurate) at the middle four sub-figures. The sub-figures with maps were plotted using the Matplotlib Basemap toolkit. Source data Extended Data Table 1 The correspondence of upper-...