3,334 research outputs found
Journal of Orthopaedic Surgery and Research Editorial
Journal of Orthopaedic Surgery and Research is an open access, online journal that aims to expeditiously publish clinical and basic research studies related to musculoskeletal issues in different cultural communities. It provides a platform for exchanges of new clinical and scientific information in the most precise and expeditious way to achieve dissemination of information and cross-fertilization of ideas. The open access nature of this journal allows articles to be universally and freely accessible via the Internet. This ensures a rapid and efficient communication of research findings. The journal welcomes all types of articles related to musculoskeletal issues. Its timely publication and high visibility are the two most important features that make this journal different from other traditional journals in the orthopaedic field
Res2Net: A New Multi-scale Backbone Architecture
Representing features at multiple scales is of great importance for numerous
vision tasks. Recent advances in backbone convolutional neural networks (CNNs)
continually demonstrate stronger multi-scale representation ability, leading to
consistent performance gains on a wide range of applications. However, most
existing methods represent the multi-scale features in a layer-wise manner. In
this paper, we propose a novel building block for CNNs, namely Res2Net, by
constructing hierarchical residual-like connections within one single residual
block. The Res2Net represents multi-scale features at a granular level and
increases the range of receptive fields for each network layer. The proposed
Res2Net block can be plugged into the state-of-the-art backbone CNN models,
e.g., ResNet, ResNeXt, and DLA. We evaluate the Res2Net block on all these
models and demonstrate consistent performance gains over baseline models on
widely-used datasets, e.g., CIFAR-100 and ImageNet. Further ablation studies
and experimental results on representative computer vision tasks, i.e., object
detection, class activation mapping, and salient object detection, further
verify the superiority of the Res2Net over the state-of-the-art baseline
methods. The source code and trained models are available on
https://mmcheng.net/res2net/.Comment: 11 pages, 7 figure
La culture est-elle importante ?
Introduction L’enquête PISA 2009 a permis d’amorcer un mouvement mondial d’information transnationale concernant les pratiques et les politiques dans le domaine de l’éducation de base. Cette année-là , alors que la Chine participait pour la première fois à l’enquête PISA, Shanghai est arrivé en tête du classement international, mettant ainsi le mouvement en marche. L’éducation de base a de tout temps été une affaire nationale qui dépassait rarement les frontières. En effet, les enseignants qui..
The concept of legitimacy in educational policy-making : alternative explanations of two policy episodes in Hong Kong
The Thesis seeks to explain the policy-making process using a legitimacy notion as an alternative to various kinds of rational models. Legitimacy here takes its broadest sense as the recognised or accepted norm or belief that something is appropriate.\ud
Based on two ethnographic case studies of policy-making "episodes" in Hong Kong education, the writer argues that policy-actors, in this case policy-advisory bodies, do not necessarily act according to a "means-end" rational model, or interact with one another because of conflicts in interests or power; but that each advisory body has developed within itself some sub-culture which identifies certain legitimacy to making policies.\ud
In the first Episode, a policy body on higher education was forced to reject an overall policy proposal which was based on manpower forecasting; or else the body's legitimacy generated from "expert judgement" might be undermined. In the second Episode, an OECD panel caused difficulties because it adopted a "participatory approach" which tended to upset the conventional legitimacy in policy-making. Along similar lines, the writer attempts to explain more briefly a number of dramatic junctures during the two Episodes using the legitimacy explanation as a parallel to the rational model of policy-making.\ud
The writer infers that conflicts occur when certain actor is forced to submit to a different kind of legitimacy. The actors have to strive hard to maintain their original legitimacy, or else they may lose their status in making policies. In so doing, the subject under attention is less the policy output than the policy process. The issue again is not so much a matter of the power to make policies, but the way policies are to be made. Overall, it is the process, and not the product, of policy-making that legitimates or de-legitimates the actor. \u
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