cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/ggw492om
title: Improved Balancing GAN: Minority-class Image Generation

description: Generative adversarial networks (GANs) are one of the most powerful generative models, but always require a large and balanced dataset to train. Traditional GANs are not applicable to generate minority-class images in a highly imbalanced dataset. Balancing GAN (BAGAN) is proposed to mitigate this problem, but it is unstable when images in different classes look similar, e.g. flowers and cells. In this work, we propose a supervised autoencoder with an intermediate embedding model to disperse the labeled latent vectors.
DOI: 10.57702/ro62c62l
title: MNIST Fashion & CIFAR-10

description: MNIST Fashion and CIFAR-10 are two well-known balanced datasets, MNIST Fashion and CIFAR-10. We first sample 70% of images as the training set for generative models.
DOI: 10.57702/f48e8ek7
title: Cells

description: Cells dataset is a highly imbalanced medical-image dataset, which contains one majority class and three minority classes.
DOI: 10.57702/dhz71m1h
title: M4 Competition

description: M4 Competition dataset
DOI: 10.57702/efwlr293
title: Monkeypox Skin Images Dataset (MSID)

description: The Monkeypox Skin Images Dataset (MSID) is a dataset of images of monkeypox and other skin conditions.
DOI: 10.57702/sxnx11nb
title: EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

description: The dataset is used for oceanic eddy detection and classification from Sea Surface Height (SSH) maps.
DOI: 10.57702/ukp48tz5
title: DragBench

description: The dataset used in the paper is not explicitly described, but it is mentioned that the authors used the DragBench dataset for evaluation.
DOI: 10.57702/wfo7o4gr
title: TwinDom

description: TwinDom dataset contains 120 camera views of static scans of human bodies.
DOI: 10.57702/k0r6mbl8
title: Patch-based Ultrasound Image Reconstruction

description: Ultrasound image reconstruction dataset using patch-based approach
DOI: 10.57702/zbj3r8cs
title: µ-CT dataset of goldfish hearts

description: A dataset of µ-CT images of goldfish hearts, manually annotated for supervised learning.
DOI: 10.57702/d5virhx3
title: cDVGAN: One Flexible Model for Multi-class Gravitational Wave Signal and Glitch Generation

description: Simulating realistic time-domain observations of gravitational waves (GWs) and other events of interest in GW detectors, such as transient noise bursts called glitches, can help in advancing GW data analysis.
DOI: 10.57702/qn7xia1w
title: Simulated Transient Noise Bursts

description: The dataset contains simulated transient noise bursts in LIGO detector data.
DOI: 10.57702/t2wj6b63
title: NPC-170

description: The dataset used for training and testing the proposed D-Persona model for multi-rater medical image segmentation.
DOI: 10.57702/1y285x4f
title: RPC-Lex: A dictionary to measure German right-wing populist conspiracy discourse online

description: A dictionary to measure German right-wing populist conspiracy discourse online.
DOI: 10.57702/jq63xs8k
title: Flavours of Physics: Finding τ → µµµ

description: The dataset used in this work were provided by Flavours of Physics: Finding τ → µµµ competition on Kaggle. The dataset is suited for binary-classiﬁcation with the target labels of ”signal” and ”background.” It contains both Monte-Carlo simulated data and real data from LHCb.
DOI: 10.57702/ah9mm10y
title: Davis and WebVid datasets

description: The dataset used in the paper is not explicitly described, but it is mentioned that the authors used 26 text-video pairs from the public DAVIS and WebVid datasets.
DOI: 10.57702/a4z9rqot
title: PeMSD4, PeMSD8, and Huaian datasets

description: Three real-world traffic datasets: PeMSD4, PeMSD8, and Huaian
DOI: 10.57702/cnm69eay
title: TreeGen dataset

description: The dataset used for training the TreeGen model consists of a set of 105 tree shapes, including various species of trees.
DOI: 10.57702/05j1lppi
title: Real-world Rain dataset

description: A dataset used for testing the proposed DPENet, comprising 300 rainy images with varying rain streak orientations and magnitudes.
DOI: 10.15468/dl.nwmqa8
title: Occurrence Download

description: A dataset containing 7417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Nasua narica (Linnaeus, 1766)"
 ]
}

 The dataset includes 7417 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012971-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cn4nh2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Begonia sublobata Jack)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012970-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/19tfaync
title: Rain1400 dataset

description: A dataset used for testing the proposed DPENet, comprising 100 rainy images with varying rain streak orientations and magnitudes.
DOI: 10.15468/dl.fwukdq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomber rochei Risso, 1810",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012972-241126133413365/datasets/export for details.
DOI: 10.57702/xd7r7qpc
title: Rain800 dataset

description: A dataset used for testing the proposed DPENet, comprising 800 rainy images with varying rain streak orientations and magnitudes.
DOI: 10.57702/d2hpx6i7
title: Rain100H dataset

description: A dataset used for testing the proposed DPENet, comprising 100 rainy images with varying rain streak orientations and magnitudes.
DOI: 10.57702/g0su5yac
title: SG-126 Power Grid Simulator

description: The dataset used in this paper is the SG-126 power grid simulator, which includes 54 generators and 117 branches.
DOI: 10.57702/dq29l9h6
title: DrawBench

description: The DrawBench dataset is a benchmark for text-to-image synthesis, consisting of images with multiple subjects and objects.
DOI: 10.57702/dz4ncxmi
title: DALL·E 2, DALL·E 3, Midjourney, and Imagen

description: DALL·E 2, DALL·E 3, Midjourney, and Imagen are text-to-image models used in the paper for training and evaluation.
DOI: 10.57702/46zd6n94
title: Stable Diffusion and LAION

description: Stable Diffusion and LAION are used as training datasets for the FakeInversion model.
DOI: 10.5281/zenodo.14261898
title: GLOBAL OʻZGARISHLAR VA RAQAMLASHTIRISH SHAROITIDA XALQARO LOGISTIKANI RIVOJLANTIRISH
DOI: 10.5281/zenodo.14261899
title: GLOBAL OʻZGARISHLAR VA RAQAMLASHTIRISH SHAROITIDA XALQARO LOGISTIKANI RIVOJLANTIRISH
DOI: 10.57702/6nyaqwjs
title: CASIA-HWDB

description: The CASIA-HWDB dataset contains 3.9 million images of isolated characters that belong to 7356 classes.
DOI: 10.57702/mfpdlhhn
title: Distributional National Accounts

description: This dataset provides distributional national accounts, including national wealth, disaggregated by race.
DOI: 10.57702/2c5civhn
title: CPM17

description: The dataset used for histopathology image segmentation and classification.
DOI: 10.57702/kei6oj9a
title: Ising Model Datasets

description: The dataset used in this paper is a collection of lattice conﬁgurations of the 2D ferromagnetic and antiferromagnetic Ising models, sampled using the Wolff algorithm.
DOI: 10.15468/dl.xsyuzn
title: Occurrence Download

description: A dataset containing 631226 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Lathyrus pratensis L.)"
 ]
}

 The dataset includes 631226 records from 2331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012947-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7qebh
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyctiprogne vielliardi (Lencioni-Neto, 1994)"
 ]
}

 The dataset includes 104 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132241-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-15246
title: Druzheskoe slovo = Palavra do amigo = [A friendly word], vol. 9, no. 3 (March 1936)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.n2cgxa
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spermophilus richardsonii (Sabine, 1822)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 80 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132250-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7rvt2
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "TaxonKey is Indigofera linnaei Ali"
 ]
}

 The dataset includes 204 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019271-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-14807
title: Druzheskoe slovo = Palavra do amigo = [A friendly word], vol. 6, no. 8 (August 1933)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.8ast7a
title: Occurrence Download

description: A dataset containing 411826 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanogrammus aeglefinus (Linnaeus, 1758)"
 ]
}

 The dataset includes 411826 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322707-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-15136
title: Druzheskoe slovo = Palavra do amigo = [A friendly word], vol. 8, no. 8-9 (August-September 1935)

description: [description english/roman)] Monthly
DOI: 10.25549/pcra-c14-14618
title: Druzheskoe slovo = Palavra do amigo = [A friendly word], vol. 5, no. 4 (April 1932)

description: [description english/roman)] Monthly
DOI: 10.25549/pcra-c14-14808
title: Druzheskoe slovo = Palavra do amigo = [A friendly word], vol. 6, no. 8 (August 1933)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.kckucx
title: Occurrence Download

description: A dataset containing 124094124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 124094124 records from 13067 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017409-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqg3qf
title: Occurrence Download

description: A dataset containing 819604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The Taiwan Breeding Bird Survey Data",
 "HasGeospatialIssue is false",
 "Year 1000-2025"
 ]
}

 The dataset includes 819604 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009032-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sm8z4k
title: Occurrence Download

description: A dataset containing 6893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coccoloba P.Browne"
 ]
}

 The dataset includes 6893 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009101-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ru2qdu
title: Occurrence Download

description: A dataset containing 119684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Digitaria sanguinalis (L.) Scop.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 119684 records from 1260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009092-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yn848
title: Occurrence Download

description: A dataset containing 1143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Digitaria velutina (Forssk.) P.Beauv.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1143 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009102-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/4qvz-sw62
title: Data used in the JWST/MIRI paper on TWA7 

description: The JWST/MIRI coronagraphic data are part of the GO 3662 program (PI: A.-M. Lagrange). The analysis is presented in a paper showing evidence for the presence of a Saturn-mass planet in the disk of TWA7.
DOI: 10.15468/dl.eu6vr5
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archips fuscocupreanus Walsingham, 1900",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 103 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009035-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2apg8
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dinoderus minutus (Fabricius, 1775))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 243 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009103-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu5rqz
title: Occurrence Download

description: A dataset containing 652370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vicia cracca L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 652370 records from 2386 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009031-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwc258
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Material citation",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrolithon farinosum (J.V.Lamour.) Penrose & Y.M.Chamb."
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068984-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xlfq3j
title: Occurrence Download

description: A dataset containing 1458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Procyon cancrivorus G"
 ]
}

 The dataset includes 1458 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010274-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swuvfs
title: Occurrence Download

description: A dataset containing 605 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erebia nivalis Lorkovic & De Lesse, 1954"
 ]
}

 The dataset includes 605 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092051-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a367uv
title: Occurrence Download

description: A dataset containing 981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centaurea jacea subsp. gaudinii (Boiss. & Reut.) Gremli, Centaurea jacea subsp. jacea, Centaurea jacea subsp. julica (Hayek) Greuter, Centaurea timbalii Martrin-Donos, Centaurea janeri Graells, Centaurea janeri subsp. babiana M.Laínz, Centaurea jankae Brândzã, Centaurea jordaniana Godr., Centaurea jordaniana subsp. aemilii (Briq.) Kerguélen, Centaurea jordaniana subsp. balbisiana (Soldano) Kerguélen)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 981 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068953-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kumq8
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erebia palarica Chapman, 1905"
 ]
}

 The dataset includes 454 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092054-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uhyvx
title: Occurrence Download

description: A dataset containing 1851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 1851 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010277-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef7g8b
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((88.27622 22.51472,130.72378 22.51472,130.72378 39.48528,88.27622 39.48528,88.27622 22.51472))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Buckleya graebneriana Diels"
 ]
}

 The dataset includes 170 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068986-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ytdmo
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Copiapoa laui Diers"
 ]
}

 The dataset includes 54 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010502-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe34aw
title: Occurrence Download

description: A dataset containing 3467 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erebia pronoe (Esper, 1780)"
 ]
}

 The dataset includes 3467 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092060-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9mwtd
title: Occurrence Download

description: A dataset containing 528 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antidesma velutinosum Blume"
 ]
}

 The dataset includes 528 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008939-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnhtmf
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Copiapoa montana F.Ritter"
 ]
}

 The dataset includes 104 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010511-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak72r2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elatostema paracuminatum W.T.Wang"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042260-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.