Experimental results on language modeling show that RetNet achieves favorable scaling results, parallel training, low-cost deployment, and efficient inference. The intriguing properties make RetNet a strong successor to Transformer for large language models. stanford Bapcpack ABackpack is a drop-in ...
Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning. Junkai Huang, Chaowei Fang, Weikai Chen, Zhenhua Chai, Xiaolin Wei, Pengxu Wei, Liang Lin, Guanbin Li. (ICCV 2021) Energy-Based Open-World Uncertainty Modeling for Confidence Calibration. ...
Emergency calls reflect the presence of wildfires, but not wildfire absence. Similar presence-only data is famil- iar to ecologists, for example, in species distribution modeling (SDM)34. The performance of naïve analyses of presence-only data, such as simple envelope methods (e.g.35–37),...
In numerical modeling, this probability distribution is faithfully represented by an ensemble of simulations. The members differ only in their numerical initial conditions, and their behaviour is characteristic for the climate system after the transient time. The difference between the members, i.e., ...
For example, the dimensions of the instrument mount can be changed and 3D printed again to house a different instrument (Fig. 1b). Presently, the system is equipped with a Headwall Photonics (Bolton, MA, USA) Nano Hyperspec (Nano) Visible and Near Infrared (VNIR, 400–1000 nm) detector ...
s hottest year on record. Increased melting and evaporation of Arctic ice will bring more extreme weather to Alaska. Brettschneidpeep emphasizes the importance of monitoring and modeling glacier response to the warming climate. “What happens in Alaska or the Arctic is coming for you, whe...
•Petabyte-scale Climate Modeling.GEAS, here we come. •Not a supernova. Not a star. What is it?(Here'sthe science.) •Here's my panel at UX week. • The latest appearance of the Cheeseburger Footprint?Fox News. •Obama Suddenly Panicked After Gazing Too Far Into the Future...
This feature allows the modeling of boundary conditions that react with a delay to flow conditions Allow preloading of fields in funkySetFields To satisfy the requirements of certain boundary conditions funkySetFields now allows the preloading of fields. This is only available in dictionary mode with...
If anyone is forgotten: let me know According to the commits in themercurial-repository (and the repositories of the projects from which swak emerged) contributors are (ordered by the year of their first contribution): 2006-2015 Bernhard F.W. Gschaider <bgschaid@ice-sf.at> ...
Constraint-based modeling with integration of transcriptomics data provides a way to conduct differential analysis of metabolic activity between G and M cells. However, using transcriptomic—or even proteomic—data as an indicator of metabolic state calls for further justification, since metabolism is ...