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Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation [article]

Ke Zhang, Sihong Chen, Qi Ju, Yong Jiang, Yucong Li, Xin He
2021 arXiv   pre-print
With the increase in the number of image data and the lack of corresponding labels, weakly supervised learning has drawn a lot of attention recently in computer vision tasks, especially in the fine-grained  ...  To explore the congeneric semantic regions from the same class to the maximum, we construct the patch-level graph neural network (P-GNN) based on the self-detected patches from different images that contain  ...  Our model maximally makes up for the lack of pixel-level semantic information in weakly supervised semantic segmentation.  ... 
arXiv:2110.03982v1 fatcat:juz5t7m6vrferdixhhfodsehq4

L'analyse de corpus comparables en contexte de formation en traduction

Ilaria Cennamo
2017 FORUM: Revue internationale d?interprétation et de traduction / International Journal of Interpretation and Translation  
We exploit supervised categorization algorithms and a set with several descriptors (syntactic, formal, semantic and discursive) for the prediction of the reformulation categories.  ...  We propose two weakly-supervised approaches to extract these entities. The first is based on pattern mining and introduces a new constraint based on semantic similarity.  ...  Ainsi, comme l'a déjà souligné Deleuze et Guattari, le concept est souvent constitué d'autres concepts (Deleuze & Guattari, 2005) , ce qui augmente le niveau d'abstraction des segments et périsegments  ... 
doi:10.1075/forum.15.2.06cen fatcat:524nu5yrbzhqhfznzzwgkd2gny

The 18th European Symposium on Quantitative Structure–Activity Relationships

Anna Tsantili-Kakoulidou, Dimitris K Agrafiotis
2011 Expert Opinion on Drug Discovery  
We have recently reported on the CDK1 inhibitory activity of the pyrrolo [2,3-a]carbazole scaffold. 4 Molecular modeling and docking simulation studies explored the CDK1 binding mode of this core and  ...  Wigley for the contribution to this work with the x-ray structure of the protein ligand to the GR1222222.  ...  On the other side, there are fine-tuned QSARs for congeneric classes of chemicals.  ... 
doi:10.1517/17460441.2011.560604 pmid:22646021 fatcat:tb4bhvtnpzahxm4xba7iw4afuy

Past, Present, and Future of Face Recognition: A Review

Insaf Adjabi, Abdeldjalil Ouahabi, Amir Benzaoui, Abdelmalik Taleb-Ahmed
2020 Electronics  
Open issues are examined and potential directions for research in facial recognition are proposed in order to provide the reader with a point of reference for topics that deserve consideration.  ...  This review presents the history of face recognition technology, the current state-of-the-art methodologies, and future directions.  ...  CNN is the best example of supervised learning; it allows exceptional architectural proficiency for image recognition [103] .  ... 
doi:10.3390/electronics9081188 fatcat:ufopgfvmw5dg3nwhgle2tgvoj4

Program of the 89th Annual Meeting of the American Association of Physical Anthropologists

2020 American Journal of Physical Anthropology  
The disorder is fully penetrant, but heterozygosity allows for unaffected offspring and the morbid phenotype requires additional changes, such as somatic mutation of the normal allele.  ...  Here we explore three possible factors underlying such variation in wild hamadryas baboons.  ...  Foundation (1826656) The developmental basis for variation in the human shoulder Kinetics of stone tool production in novice and expert toolmakers  ... 
doi:10.1002/ajpa.24023 pmid:32058585 fatcat:gulriykcvbgdbikcya2xflv73a

Cooperative automation in automobiles [article]

Lars Biester, Humboldt-Universität Zu Berlin, Humboldt-Universität Zu Berlin
role understanding of the interaction as well as the derivation of conceptual basic conditions.  ...  The prove of specific hypotheses was embedded in the prototypical surroundings of a driving simulator.  ...  Acknowledgements I would like to take this opportunity of the completion of my doctoral thesis to thank the persons who have supported my previous career path as well as the genesis of this work.  ... 
doi:10.18452/15935 fatcat:3nmhjzh56ndg3nuk63gvqjgr4i

Strategic Behavioural Advantage: An organisation-wide approach to employee retention

Marcus Alexander Champ, University, My, Christine Boag-Hodgson, Arthur Poropat
For a start, there are the challenges of harnessing the productive capacity of human capital, from hiring the right employees, motivating them to do their best, developing their capabilities, retaining  ...  As a field Strategic Human Resource Management (SHRM) focuses on the human resource capital-organisational performance interface, with considerable effort devoted to exploring the ways in which people  ...  Detailed biographical data should also be collected to allow for flexible employee segmentation to enable exploring the drivers of turnover across different factors, and when producing reports for management  ... 
doi:10.25904/1912/956 fatcat:lw4rxt6i2zf3ngg4toiixl6s3m