paper:https://openaccess.thecvf.com/content/CVPR2023/papers/Li_Rethinking_Feature-Based_Knowledge_Distillation_for_Face_Recognition_CVPR_2023_paper.pdf code: 没有代码,但方法简单,可以直接写 tl;nr: 模型的学习能力越强,特征空间的intrinsic dimension越小,teacher到student的intrinsic gap较大是基于feature蒸...
The existing methods divide knowledge distillation into three types according to the types of knowledge transfer: feature based, logic based and attention diagram, and focus on how to use a single feature to improve the performance of the network. Unlike existing methods, our goal is to investigat...
T.E. Fawcett, Knowledge-Based Feature Discovery for Evaluation Functions, Computational Intelligence, 12(1), (1996), 42-64.Fawcett, T.: Knowledge-based feature discovery for evaluation functions. Compu- tational Intelligence 12(1) (1996)
Our results imply that reward feedback alone can correctly adjust behavior toward a more object-based or a more feature-based approach, without any explicit optimization or knowledge of the environment. This does not contradict the need for arbitration but instead provides a simple mechanism for ...
A feature-based modelling system (FBMS) offers features of engineering significance such as slot, pocket and rib as model-building primitives, unlike the solid primitives offered by conventional constructive solid geometry (CSG) modelling systems. The usual practice is to build FBMS over a conventio...
aIn general, there are four groups of face detecting methods : (1) Knowledge-based methods; (2) Invariant feature-based methods; (3) Template matching-based methods; (4) Machine learning-based methods. 正在翻译,请等待...[translate]
Chen, G, Ma, YS, Thimm, G, Tang, SH (2005) Knowledge-based reasoning in a unified feature modeling scheme. Comput Aided Des Appl 2: pp. 173-182Chen, G., Y. S. Ma, G. Thimm, and S. H. Tang. 2005. "Knowledge-Based Reasoning in a Unified Feature Modeling Scheme." Computer-...
Huang (2007) proposed a Knowledge-based classification system in urban feature classification using LiDAR data and high resolution aerial imagery with 93% ... T Tsai 被引量: 0发表: 0年 Tree detection in urban regions using aerial lidar and image data In this letter, we present an approach ...
NAIROBI, May 28 (Xinhua) -- Chinese city Shenzhen which was originally a small fishing village has realized rapid development to become a Silicon Valley of China thanks to a knowledge-based industry approach, an African expert said. Aloysius Mosha, professor and dean at the faculty of the Buil...
Experts differ from novices by organizing knowledge within their domain along relational lines (Chi, Feltovich, & Glaser, 1981). Despite this work comparing featural and relational pro- cessing, studies comparing the ability to learn novel concepts defined by features or relations under comparable ...