Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference 论文:https://hushell.github.io/pmf/ 本论文探究了以下问题: 1.对外部数据进行预训练如何有利于FSL。 2.如何利用最先进的transform架构。 3.微调如何减轻domain shift。 两种小样本学习的方法: ...
Paper tables with annotated results for Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
With Pushing The Limits Al Kavadlo has produced another book that is literally packed with bodyweight training ideas. Beautifully shot, the book also takes a systematic approach to bodyweight training and provides the reader with countless progressions. You could literally spend a lifetime trying to...
In previous Pushing the Limits posts, I described the two most basic system resources, physical memory and virtual memory. This time I’m going to describe two fundamental kernel resources, paged pool and nonpaged pool, that are based on those, and that are directly responsible for...
Awaiting the results of your odyssey as I am very curious. I just started to investigate the capabilities & limits of the SS4000-E in anticipation of
Pushing the Limits of Windows: Handles Sessions, Window Stations and Desktops There are a few concepts that make the relationship between USER objects, GDI objects, and the system more clear. The first is the session. A session represents an interactive user logon that h...
Pushing the limits of the photojournalism frontline — Part 2 Revolutionizing remote camera reliability and possibilities thanks to strong partnership between AFP and Nikon Images from remote cameras let us see things from dramatic angles.The technology behind them used to suffer from difficult setup and...
The evaluation results from the tables above can be summarized as follows: Superior Mathematical Reasoning:On the competition-level MATH dataset, DeepSeekMath-Base 7B outperforms existing open-source base models by more than 10% in absolute terms through few-shot chain-of-thought prompting, and al...
Pushing the Limits of Windows: USER and GDI Objects – Part 1 Pushing the Limits of Windows: USER and GDI Objects – Part 2 This time I’m turning my attention to another fundamental resource, virtual memory. Virtual memory separates a program’s view of memory from the system’s...
First published on TechNet on Jul 21, 2008 This is the first blog post in a series I'll write over the coming months called Pushing the Limits of Windows...