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RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning [PDF]

open access: yesComputer Vision - ECCV 2022, LNCS vol 13690, pp 533-549, 2022
In this work, we propose Reciprocal Distribution Alignment (RDA) to address semi-supervised learning (SSL), which is a hyperparameter-free framework that is independent of confidence threshold and works with both the matched (conventionally) and the mismatched class distributions.
Yue Duan   +4 more
arxiv   +3 more sources

RDA: An Accelerated Collision Free Motion Planner for Autonomous Navigation in Cluttered Environments [PDF]

open access: yesIEEE Robotics and Automation Letters, 2022
Autonomous motion planning is challenging in multi-obstacle environments due to nonconvex collision avoidance constraints. Directly applying numerical solvers to these nonconvex formulations fails to exploit the constraint structures, resulting in excessive computation time. In this paper, we present an accelerated collision-free motion planner, namely
Ruihua Han   +7 more
arxiv   +3 more sources

Capstan: A Vector RDA for Sparsity [PDF]

open access: yesMicro, 2021
This paper proposes Capstan: a scalable, parallel-patterns-based, reconfigurable dataflow accelerator (RDA) for sparse and dense tensor applications. Instead of designing for one application, we start with common sparse data formats, each of which supports multiple applications.
Alexander Rucker   +5 more
arxiv   +3 more sources

Incorporating RDA Outputs in the Design of a European Research Infrastructure for Natural Science Collections

open access: yesData Science Journal, 2020
To support future research based on natural sciences collection data, DiSSCo (Distributed System of Scientific Collections) – the European Research Infrastructure for Natural Science Collections – adopts Digital Object Architecture as the basis for its ...
Sharif Islam   +4 more
doaj   +2 more sources

Implementing RDA at the Library of Congress

open access: yesJLIS.it, 2016
The process of implementation of RDA by Library of Congress, National Agricultural Library, and National Library of Medicine is presented. Each phase of development, test, decision, preparation for implementation of RDA and training about RDA is fully and accurately described and discussed.
Beacher Wiggins, Susan R. Morris
openaire   +8 more sources

RDA: Robust Domain Adaptation via Fourier Adversarial Attacking [PDF]

open access: yesIEEE International Conference on Computer Vision, 2021
Unsupervised domain adaptation (UDA) involves a supervised loss in a labeled source domain and an unsupervised loss in an unlabeled target domain, which often faces more severe overfitting (than classical supervised learning) as the supervised source ...
Jiaxing Huang   +3 more
semanticscholar   +1 more source

RDA: the Emperor’s New Code

open access: yesJLIS.it, 2016
Argues that the RDA was an unnecessary waste of time and money. The few improvements it makes in catalogue records could have been accomplished far more cheaply, promptly, and easily by modifying AACR2. Argues that RDA's abandonment of the ISBD is a retrograde and damaging step.
M. Gorman
openaire   +7 more sources

کمّی سازی روابط بین عملکرد دانه و تنوع زیستی گیاهی با متغییرهای اقلیمی و عوامل مدیریتی(مطالعه موردی: مزارع کلزای شهرستان گرگان) [PDF]

open access: yesتولید گیاهان زراعی, 2021
سابقه و هدف: کلزا (L. Brassica napus) به عنوان یکی از مهم‌ترین گیاه روغنی، سومین منبع تامین کننده روغن و کنجاله در جهان می‌باشد. در حالی که بخش عمده‏ای از روغن نباتی مورد نیاز کشور از خارج تامین می‏شود، این گیاه با داشتن عملکرد مناسب و سازگاری با مناطق ...
سحر جنتی عطایی   +4 more
doaj   +1 more source

Ultrafiltration fouling behavior of natural organic matter: a perspective of EEM and molecular weight distribution

open access: yesWater Supply, 2021
As natural organic matter (NOM) can cause serious ultrafiltration (UF) membrane fouling, most previous studies on UF fouling caused by NOM focused on the contribution of NOM characteristics.
Gao Kuo, Song Yuan
doaj   +1 more source

بررسی نقش عوامل محیطی بر ویژگی‌های رویشی گونه‌ ریواس (Rheum ribes L.) [PDF]

open access: yesپژوهش‌های حفاظت آب و خاک, 2022
سابقه و هدف: شناخت رفتار گیاهان در ارتباط با عوامل اکولوژیکی، اطلاعات پایه به‌منظور اصلاح و بهره‌برداری صحیح از مراتع فراهم می‌کند. همچنین تعیین محدوده پراکنش گونه‌های گیاهی و مطالعه ویژگی‌های رویشگاه آن‎ها به انتخاب مکان مناسب برای استقرار آن‎ها کمک می ...
محسن زارع زاده کسرینه   +3 more
doaj   +1 more source

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