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40 results for “alternative generation”
Pythia Generated Jet Images with Alternative Rotation Scheme for Location Aware Generative Adversarial Network Training
<p>Dataset containing 300k jet images that can be used to train Location Aware Generative Adversarial Networks (LAGAN) for High Energy Physics, such as the one in [arXiv:1701.05927].</p> <p><strong>Format</strong>:</p> <p>HDF5 file with the following fields:</p> <ul> <li>'image' : array of dim (300000, 25, 25), contains the pixel intensities of each 25x25 image</li> <li>'signal' : binary array to identify signal (1, i.e. W boson) vs background (0, i.e. QCD)</li> <li>'jet_eta': eta coordinate per jet</li> <li>'jet_phi': phi coordinate per jet</li> <li>'jet_mass': mass per jet</li> <li>'jet_pt': transverse momentum per jet</li> <li>'jet_delta_R': distance between leading and subleading subjets if 2 subjets present, else 0</li> <li>'tau_1', 'tau_2', 'tau_3': substructure variables per jet (a.k.a. n-subjettiness, where n=1, 2, 3)</li> <li>'tau_21': tau<sub>2</sub>/tau<sub>1</sub> per jet</li> <li>'tau_32': tau<sub>3</sub>/tau<sub>2</sub> per jet</li> </ul> <p><strong>Details</strong>:</p> <ul> <li>Simulated using Pythia 8.219 at √ s = 14 TeV</li> <li>Image pre-processing using method from in L. de Oliveira et al., <em>Jet-Images -- Deep Learning Edition </em>[arXiv:1511.05190]</li> <li>scikit-image==0.10.0 implementation of cubic spline rotation with fewer low energy artifacts than scikit-image>=0.12.0</li> <li>Finite calorimeter granularity simulated with 0.1×0.1 grid in η and φ, with η × φ ∈ [−1.25, 1.25] × [−1.25, 1.25]</li> <li>Jet clustering with anti-k<sub>t</sub> algorithm with a radius R = 1.0 using FastJet 3.2.1; constituent re-clustering into R = 0.3 k<sub>t</sub> subjets</li> <li>Intensity of pixel = p<sub>T</sub> of cell</li> <li>60 GeV < m<sup>jet</sup> < 100 GeV</li> <li>250 GeV < p<sub>T</sub><sup>jet</sup> < 300 GeV</li> <li>Sparse images (~10% NNZ)</li> </ul> <p>Full dataset description in [arXiv:1701.05927].</p>
SASC: A Simple Approach to Synthetic Cohorts. Applying COVID-19 clinical data to generate longitudinal observational patient cohorts and comparison with alternative synthetic cohort approaches as well as real patient data
<p>Subset from COVID-19 Dataset from https://zenodo.org/record/3766350#.YVcfyTFBxgA. Used as reference for a publication dealing with synthetic patient cohort generation.</p>
AltGen: 1.3M Plausible Alternatives From Neural Text Generators
<h2>AltGen: 1.3M Plausible Alternatives From Neural Text Generators</h2><p>The AltGen dataset contains 1.3 million English texts generated by neural language generators conditioned on contexts from three corpora of acceptability judgements and two corpora of reading times. </p><p>For each corpus, each text generator, and each sampling algorithm,100 generations are sampled—for a total of 1,257,300 generations. Details about the language generators and the corpora are presented in a paper published at EMNLP 2023 (in particular, Section 4). Please cite this paper if you use any version of the dataset in your work:</p><blockquote><p>Mario Giulianelli, Sarenne Wallbridge, and Raquel Fernández. 2023. <strong>Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives</strong>. In <i>Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing</i>. Association for Computational Linguistics.</p></blockquote><p>The files are in jsonl format and include a <i>context_id</i> field, which allows retrieving the relevant entry from the original corpus, and the <i>alternatives</i> field, which contains the language model generations. Please note that the alternatives are not post-processed (see code and footnote 2 in the paper for further details). Filenames are built as follows: <i>DecodingAlgorithm</i>_<i>DecodingParameter</i>-n<i>NumAlternatives</i>-maxlen_<i>MaxGenerationLength</i>-sep_<i>Separator.</i>jsonl.</p>
A Study of Opevesostat (MK-5684) Versus Alternative Next-generation Hormonal Agent (NHA) in Metastatic Castration-resistant Prostate Cancer (mCRPC) Post One NHA (MK-5684-004)
ClinicalTrials.gov study NCT06136650. IPD Sharing: YES. Countries: 39. Publications: 0.
Next generation sequencing discovers alternative splicing pattern among mouse embryonic stem cells, mouse embryonic fibroblasts and Dppa5a knockdown mouse embryonic stem cells and Dppa5a target RNAs
GEO Series GSE221654. Mus musculus. 14 samples. Type: Expression profiling by high throughput sequencing; Other.
Replacing the SpCas9 HNH domain by deaminases generates compact base editors with an alternative targeting scope
GEO Series GSE161293. Homo sapiens. 225 samples. Type: Expression profiling by high throughput sequencing; Other.
To investigate the decay constants (half-lives) of transcript isoforms generated by alternative polyadenylation in proliferating and quiescent cells
GEO Series GSE117121. Homo sapiens. 16 samples. Type: Expression profiling by high throughput sequencing.
Next-Generation Mapping of the ACINUS-Mediated Alternative Splicing Machinery and Its Regulation by O-glycosylation in Arabidopsis
GEO Series GSE286870. Arabidopsis thaliana. 20 samples. Type: Expression profiling by high throughput sequencing.
Replacing the SpCas9 HNH domain by deaminases generates compact base editors with an alternative targeting scope [RNA-seq]
GEO Series GSE161379. Homo sapiens. 12 samples. Type: Expression profiling by high throughput sequencing.
Alternative transcription exceeds alternative splicing in generating the transcriptome diversity of cerebellar development
GEO Series GSE23525. Mus musculus. 20 samples. Type: Genome binding/occupancy profiling by high throughput sequencing; Expression profiling by high throughput sequencing.
Epigenetic reprogramming events rewire transcription during the alternation of generations in Arabidopsis [Small RNA-Seq]
GEO Series GSE155368. Arabidopsis thaliana. 0 samples. Type: Non-coding RNA profiling by high throughput sequencing; Third-party reanalysis.
Coupling of microRNA-directed phasiRNA generation with alternative splicing in small RNA-mediated gene silencing
GEO Series GSE98698. Litchi chinensis. 12 samples. Type: Expression profiling by high throughput sequencing; Non-coding RNA profiling by high throughput sequencing.
Epigenetic reprogramming events rewire transcription during the alternation of generations in Arabidopsis [RNA-Seq]
GEO Series GSE155365. Arabidopsis thaliana. 12 samples. Type: Expression profiling by high throughput sequencing.
Epigenetic reprogramming events rewire transcription during the alternation of generations in Arabidopsis [DNA methylation]
GEO Series GSE155367. Arabidopsis thaliana. 0 samples. Type: Methylation profiling by high throughput sequencing; Third-party reanalysis.
Epigenetic reprogramming rewires transcription during the alternation of generations in Arabidopsis
GEO Series GSE155369. Arabidopsis thaliana. 19 samples. Type: Expression profiling by high throughput sequencing; Methylation profiling by high throughput sequencing; Non-coding RNA profiling by high throughput sequencing; Third-party reanalysis; Genome binding/occupancy profiling by high throughput sequencing.
Epigenetic reprogramming events rewire transcription during the alternation of generations in Arabidopsis [ATAC-Seq]
GEO Series GSE155344. Arabidopsis thaliana. 10 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
Next generation sequencing reveals gene transcription activities and alternative splicing events in germinating barley embryos
GEO Series GSE66024. Hordeum vulgare subsp. vulgare. 8 samples. Type: Expression profiling by high throughput sequencing.
Alternative cleavage and polyadenylation generates downstream uncapped RNA isoforms with translation potential
GEO Series GSE149204. Homo sapiens. 70 samples. Type: Expression profiling by high throughput sequencing; Other.
Evaluation of Adhesion Quality and Irritation of an Alternate Second Generation Estradiol Transdermal System
ClinicalTrials.gov study NCT00650442. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Widespread Generation of Alternative UTRs Contributes to Sex-specific RNA Binding by UNR
GEO Series GSE33178. Drosophila melanogaster. 10 samples. Type: Expression profiling by high throughput sequencing; Other.
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OpenNeuro
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