最终根据能够从上下文中学习到视觉概念的能力,取名为Context-Aware Meta-Learning(CAML)。 2. 方法详情Approach 作者重复强调本文采用的是支撑LLMs的in-context learning方法,虽然有类似的方法在其他领域,但是避免了meta-trianing的过程并且是首次运用于分类领域(证明没人做过,保证论文的创新性)。 2.1 结构这一部分为摘...
套娃的套娃发表于我的AI漫... Lecture 1-3: Deep Learning System 这篇文章涵盖的内容为课程的: Introduction to Deep Learning Lab: How to build image classifierComponents Overview of Deep Learning System如今,deep learning已经成为了一个非常有力… 败犬硬核说...发表于SysML...打开...
To address this open issue, we have applied TORMES elicitation methodology, which has been used to investigate the potential of ambient intelligence for making more interactive recommendations in an emotionally challenging scenario (i.e. preparing for the oral examination of a second language learning ...
A Context-Aware Mobile Learning System for Supporting Cognitive Apprenticeships in Nursing Skills Training. The aim of nursing education is to foster in students the competence of applying integrated knowledge with clinical skills to the application domains. In t... Po-Han,Hwang,Gwo-Jen,... - ...
大多数方法只学习每个特征的固定表示,而不考虑每个特征在不同环境下的不同重要性,从而导致性能低下。最近,一些方法试图学习特征表示的向量级权重,以解决固定表示的问题。然而,它们只产生线性转换来细化固定的特征表示,这仍然不够灵活,不能捕获不同上下文下每个特征的不同重要性。
(1)实验设置: ① 数据集设置:Market1501、CUHK03、MARS; ② 参数设置:模型基于Caffe;图片大小resize为150*64;batch size = 64;learning rate = 0.01,并在1w次迭代后下降至0.01倍;momentum = 0.9,weight decay = 5*10-3;共迭代5w次。 (2)实验结果:...
Context-aware learning systems are systems which adapt to the learner's context, providing tailored learning for a particular learning environment. Existing context-aware learning systems often utilize sui generis systems, which require extensive work to develop and implement, can be difficult to re-...
Effectively learning context-aware rules from smartphone data is challenging because of many reasons, ranging from understanding raw data to applications. A number of research [7,8,9] has been done on mining context-aware rules from smartphone data for various purposes. However, to effectively lear...
Teaching-learning models supported by technology have evolved since the emergence of personal computers until the present day, where m-learning has been incorporated thanks to mobile technology. In this context, some works have proposed mobile learning systems (MLS). One of the main requirements of...
《Context-Aware Learning to Rank with Self-Attention》 论文地址: https://arxiv.org/pdf/2005.10084.pdfarxiv.org/pdf/2005.10084.pdf 论文开源代码地址: allegro/allRankgithub.com/allegro/allRank 论文目录: 摘要: LTR是许多电商平台搜索系统的关键组成部分。本文通过self-attention机制训练的上下文感知...