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SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation
[article]
2021
arXiv
pre-print
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The network is stabilized by distribution matching of key statistical features at multiple scales. ...
For unsupervised image-to-image translation, we propose a discriminator architecture which focuses on the statistical features instead of individual patches. ...
Analysis of Statistical Feature Matching Our discriminator is designed to match the statistical features of the generated images with the real images. ...
arXiv:2103.16219v2
fatcat:a7iripj5tbet5h64e5ed3eacim
Stratified Dense Matching for Stereopsis in Complex Scenes
2003
Procedings of the British Machine Vision Conference 2003
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Local joint image modeling in stereo matching brings more discriminable and stable matching features. ...
The window adapts to high-correlation structures in disparity space found in pre-matching which is then followed by final matching. ...
We claim that in order to produce good results it is essential to assign the matching over jointly discriminable and stable matching features. ...
doi:10.5244/c.17.33
dblp:conf/bmvc/KostkovaS03
fatcat:nayso6azurdihmgxs2jka4ppdq
Page 311 of Review of Educational Research Vol. 8, Issue 3
[page]
1938
Review of Educational Research
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Sletto (1086) showed that a population of at least 400 is necessary to determine stable item-discrimination values, and that items which are highly discriminative in one group may be non-discriminative ...
Jellinek (1055) deplored the misuse of statistics by psychologists and psychiatrists, and reiterated the point that even good statistics do not improve bad data. ...
Page 311 of Review of Educational Research Vol. 8, Issue 3
[page]
1938
Review of Educational Research
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The Internet Archive has digitized a microfilm copy of this work. It may be possible to borrow a copy for reading.
Sletto (1086) showed that a population of at least 400 is necessary to determine stable item-discrimination values, and that items which are highly discriminative in one group may be non-discriminative ...
Jellinek (1055) deplored the misuse of statistics by psychologists and psychiatrists, and reiterated the point that even good statistics do not improve bad data. ...
Detection of discriminative sequence motifs in proteins obtained from prokaryotes grown at various temperatures
2006
Journal of Computational Chemistry
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Discriminative motifs that are conserved only in the mesophilic or thermophilic subfamily are identified. ...
The thermophilic discriminative motifs are conserved only in thermophilic organisms, revealing that physiochemical principles support thermostability. ...
Each motif and the related alignments in this investigation are also presented in Web pages in PGTdb. 10 ...
doi:10.1002/jcc.20391
pmid:16534753
fatcat:qh2eaxt6ibglrpslydvkbxqcuu
The utility of neutrophil-to-lymphocyte ratio determined at initial diagnosis in predicting disease stage and discriminating between active and stable disease in patients with sarcoidosis: cross-sectional study
2022
figshare.com
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To evaluate the utility of neutrophil–lymphocyte ratio (NLR) determined at initial diagnosis in predicting advanced disease stage and discriminating between active and stable disease in sarcoidosis. ...
between active and stable disease in sarcoidosis. ...
Discrimination role of NLR in the identification Statistical analysis was made and July 2017, 465 patients with progression. ...
doi:10.6084/m9.figshare.20006738.v1
fatcat:ukm2ndtjh5hirikxk7tj54j3yq
Statistical Discrimination in Ratings-Guided Markets
[article]
2020
arXiv
pre-print
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We study statistical discrimination of individuals based on payoff-irrelevant social identities in markets where ratings/recommendations facilitate social learning among users. ...
We explore policy implications in terms of regulating trading relationships as well as algorithm design. ...
Comparison to The underlying mechanism behind statistical discrimination in our model differs from that of CL in several important ways. ...
arXiv:2004.11531v1
fatcat:242edu6zsnhwxkynxkx7qdldqi
A statistical appraisal of disproportional versus proportional microbial source tracking libraries
2007
Journal of Water and Health
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The success of the library-based approach depends on how well each source candidate is represented in the library and which statistical algorithm or matching criterion is used to match unknowns. ...
We examined prediction bias for four of the most commonly used statistical matching algorithms in library-based MST when applied to disproportionately-represented known source libraries; maximum similarity ...
ACKNOWLEDGEMENTS The original data set used in this research was generated in 2003 through funding by The National Oceanic and Atmospheric Administration through the Coastal Impact ...
doi:10.2166/wh.2007.044
pmid:17878563
fatcat:zlvsjxnobnf5vlqdjk7nwsjyoy
Stable Distribution Alignment Using the Dual of the Adversarial Distance
[article]
2018
arXiv
pre-print
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Our empirical results suggest that using the dual formulation for the restricted family of linear discriminators results in a more stable convergence to a desirable solution when compared with the performance ...
In both cases, the dual formulation yields an iterative procedure that gives more stable and monotonic improvement over time. ...
Adversarial methods seek to match the generated and real distributions by minimizing some notion of statistical distance between the two, which is often defined as a maximal difference between values of ...
arXiv:1707.04046v4
fatcat:5qgicm6oqvbflntxx5kvb7pj4u
Sphere Generative Adversarial Network Based on Geometric Moment Matching
2019
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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On the hypersphere, sphere GAN exploits the information of higher-order statistics of data using geometric moment matching, thereby providing more accurate results. ...
In the paper, we mathematically prove the good properties of sphere GAN. ...
Maximum mean discrepancy (MMD) distance: WGAN matches only first-order moments in discriminator networks [2] . ...
doi:10.1109/cvpr.2019.00442
dblp:conf/cvpr/ParkK19
fatcat:difnwcftd5cdpiypr3xx3zztmu
Sensitivity to naturalistic texture relies primarily on high spatial frequencies
[article]
2022
bioRxiv
pre-print
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We have recently developed a naturalness discrimination task that uses synthesized, multi-scale textures to isolate these mid-level mechanisms (Freeman et. al. 2013). ...
experimental manipulations (image blur, image rescaling, and eccentric viewing) to show that naturalness sensitivity is strongly dependent on image features at high object spatial frequencies (measured in ...
We found energy covariance statistics resulted in stronger discrimination performance than linear covariance statistics (Figure 15A ). ...
doi:10.1101/2022.08.23.504875
fatcat:mn7fn4rlhjcilp7ixh6duwnoq4
PHASES Score for the Management of Intracranial Aneurysm: A Cross-Sectional Population-Based Retrospective Study
2017
Zenodo
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All patients initially observed were pooled in a follow-up UIA group; patients from growing observed UIA, immediately treated UIA, and aSAH were pooled in a high risk of rupture group. ...
BACKGROUND AND PURPOSE:The aim of this study is to assess whether the PHASES score allows to (1) match decisions taken by multidisciplinary team whether to observe or intervene, (2) classify patients being ...
to initially discriminate aneurysms that will remain stable or will grow using the PHASES score in the follow-up cohort is limited. ...
doi:10.5281/zenodo.5602668
fatcat:c5d5gpvpyrgjzgy4ftofqns3w4
Diagnostic Potential of Plasmatic MicroRNA Signatures in Stable and Unstable Angina
2013
PLoS ONE
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Stable (SA) and Unstable (UA) angina. ...
Purpose: We examined circulating miRNA expression profiles in plasma of patients with coronary artery disease (CAD) vs. matched controls, with the aim of identifying novel discriminating biomarkers of ...
The figure depicts calculated ROC curve and respective AUC values for miR-1, miR-126, and miR-485-3p, which exhibited good accuracy (AUC>0.85) in differentiating Stable Angina (SA) patients from matched ...
doi:10.1371/journal.pone.0080345
pmid:24260372
pmcid:PMC3829878
fatcat:gytzo42ni5hixpwk4s254zfyky
Variety Discrimination Power: An Appraisal Index for Loci Combination Screening Applied to Plant Variety Discrimination
2021
Frontiers in Plant Science
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In this study, we focused on loci combination screening for plant variety discrimination. ...
Molecular marker technology is used widely in plant variety discrimination, molecular breeding, and other fields. ...
In this study, we defined three variety discrimination power (VDP) statistical methods for plant variety discrimination according to the characteristics of loci combination screening. ...
doi:10.3389/fpls.2021.566796
pmid:33815430
pmcid:PMC8014032
fatcat:2bpk7vb45vcyjonmuyv6zdnotm
Page 588 of Mathematical Reviews Vol. , Issue 88a
[page]
1988
Mathematical Reviews
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Statist. Ser. ...
The stable marriage problem is the problem of matching n men to n women to achieve a certain type of stability. ...
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