cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.m6zpjh
title: Occurrence Download

description: A dataset containing 20138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pterois volitans, Pterois miles)"
 ]
}

 The dataset includes 20138 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058913-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/z7g4tm58
title: ImageNet2012 (ImageNet) and Intel Image Classiﬁcation (Natural Scene)

description: The dataset used for classiﬁcation is ImageNet2012 (ImageNet) from [33] and Intel Image Classiﬁcation (Natural Scene) from [18].
DOI: 10.57702/1jsfrcbx
title: DIV2K, CelebA, and Set5

description: The dataset used for super-resolution is DIV2K, CelebA, and Set5.
DOI: 10.57702/gwr53orl
title: ECGFiveDays dataset

description: The ECGFiveDays dataset contains electrocardiogram data for heart disease classification.
DOI: 10.57702/vpjdfsbd
title: Multi-Atlas Labeling Challenge (MALC) dataset

description: Three challenging medical applications: whole-brain, whole-body and retinal layer segmentation.
DOI: 10.5281/zenodo.14134425
title: Survey data on people's forest use patterns and perceptions of border security measures in Białowieża Forest region, Poland

description: A survey was conducted in June-July 2022 to obtain information about people's forest use patterns and opinions and feelings about border security measures (state of emergency, border zone closure, militarization) instituted in northeastern Poland starting in September 2021. Participants were informed that the survey was voluntary and anonymous. Participants were not obliged to respond to all questions and could stop the survey at any time. Survey completion and submission implied consent to participate. Participants had to be at least 18 years of age to take part in the survey. They had to be residents of the Białowieża Forest region. 100 persons participated in the survey. Of these 100 persons, 44 identified as local (born in the region). Data are coded and a key is provided. Some responses are aggregated and only responses to close-ended questions are shared, to prevent disclosure of potentially identifying information.
DOI: 10.5281/zenodo.14134426
title: Survey data on people's forest use patterns and perceptions of border security measures in Białowieża Forest region, Poland

description: A survey was conducted in June-July 2022 to obtain information about people's forest use patterns and opinions and feelings about border security measures (state of emergency, border zone closure, militarization) instituted in northeastern Poland starting in September 2021. Participants were informed that the survey was voluntary and anonymous. Participants were not obliged to respond to all questions and could stop the survey at any time. Survey completion and submission implied consent to participate. Participants had to be at least 18 years of age to take part in the survey. They had to be residents of the Białowieża Forest region. 100 persons participated in the survey. Of these 100 persons, 44 identified as local (born in the region). Data are coded and a key is provided. Some responses are aggregated and only responses to close-ended questions are shared, to prevent disclosure of potentially identifying information.
DOI: 10.57702/fh4m61w5
title: ShapeEditer: a StyleGAN Encoder for Face Swapping

description: Face swapping using StyleGAN
DOI: 10.57702/q1m8n8mq
title: ArcFace: Additive Angular Margin Loss for Deep Face Recognition

description: Face recognition dataset
DOI: 10.57702/gne6wcir
title: CR: Customer Reviews

description: Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales.
DOI: 10.57702/75vnrw0t
title: Subj: Subjectivity

description: Subjectivity data set where the goal is to classify a sentence as being subjective or objective
DOI: 10.57702/g5z1x2e8
title: Yelp: Restaurant Reviews

description: 1000 randomly sampled reviews for restaurants from Yelp’s 13 dataset
DOI: 10.57702/xi9yk9qp
title: MPQA: Opinion Polarity

description: Opinion polarity subtask of the MPQA dataset
DOI: 10.57702/9sv96o1w
title: IMDB: Movie Reviews

description: 1000 randomly sampled movie reviews from IMDB dataset
DOI: 10.57702/n6e3dvnq
title: Liquid Metal Embedded Elastomers (LMEEs) Microstructure Dataset

description: A dataset of microstructures realized to generate the training dataset for linking material microstructure to its properties directly and inversely.
DOI: 10.57702/3klgxe76
title: Real-world dataset for SCINeRF

description: This dataset is used to validate the effectiveness of the SCINeRF method for recovering 3D scenes from a single snapshot compressed image.
DOI: 10.57702/n8qnchbv
title: Summer2winter dataset

description: Summer2winter dataset
DOI: 10.57702/h2ui72sy
title: TID2008 Database

description: The dataset used for blind image quality assessment
DOI: 10.57702/toixbeod
title: Kvasir-seg

description: Polyp segmentation dataset
DOI: 10.57702/xrofc0lj
title: fastMRI, SMS, and uMRI datasets

description: The dataset used in the paper is fastMRI, SMS, and uMRI datasets. The fastMRI dataset is a large open-access MRI dataset. The SMS dataset is a dataset of T1WI and T2WI images. The uMRI dataset is a dataset of T1WI and T2WI images.
DOI: 10.15468/dl.tufd54
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deltentosteus quadrimaculatus (Valenciennes, 1837)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 508 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014123-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/7mdkglx8
title: Adience

description: Ordinal regression refers to classifying object instances into ordinal categories. It has been widely studied in many scenarios, such as medical disease grading and movie rating. Known methods focused only on learning inter-class ordinal relationships, but still incur limitations in distinguishing adjacent categories thus far.
DOI: 10.57702/2a0whhsm
title: Abdominal CT Images about Pancreatitis (ACIP)

description: A real CT image database about pancreatitis from hospitals, built to evaluate the performance of the proposed method for pancreatitis recognition.
DOI: 10.57702/jih45n67
title: eBDtheque

description: The eBDtheque dataset is a large-scale database of comics, containing pixel-based ground truth for speech balloon detection.
DOI: 10.15468/dl.cqmky2
title: Occurrence Download

description: A dataset containing 1625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dasyatis pastinaca (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1625 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014122-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kgsmx
title: Occurrence Download

description: A dataset containing 3620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dentex dentex (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3620 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014124-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/476rr9x9
title: SBD dataset

description: The SBD dataset is a benchmark dataset for semantic segmentation and object detection.
DOI: 10.57702/hdhjn9dz
title: M3d-CAM: A PyTorch Library to Generate 3D Attention Maps for Medical Deep Learning

description: M3d-CAM is an easy to use library for generating attention maps of CNN-based Pytorch models improving the interpretability of model predictions for humans.
DOI: 10.57702/o1599a82
title: Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images

description: Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images.
DOI: 10.57702/iimi11oy
title: nnu-net: Self-adapting framework for u-net-based medical image segmentation

description: nnu-net: Self-adapting framework for u-net-based medical image segmentation.
DOI: 10.57702/v8wvh92i
title: JAWS: Just A Wild Shot for Cinematic Transfer in Neural Radiance Fields

description: The dataset used in the paper for cinematic motion transfer, consisting of NeRF representations of 3D scenes and reference video clips.
DOI: 10.57702/hwr1c8ve
title: ImageNet-2012 and multilingual neural machine translation

description: The dataset used for ImageNet-2012 and multilingual neural machine translation.
DOI: 10.57702/yav06xc9
title: ImageNet-2012 and fine-tuning on other datasets

description: The dataset used for ImageNet-2012 and fine-tuning on other datasets.
DOI: 10.15468/dl.32d985
title: Occurrence Download

description: A dataset containing 5 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 (Stevia rebaudiana (Bertoni) Hemsl.)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014126-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/l0iopq3p
title: LFV_Disparity_Estimation

description: A medium-scale synthetic 4D LFV dataset that can be used for training deep learning-based methods.
DOI: 10.57702/j3ntw79x
title: UnifiedGesture

description: The dataset used in the paper for gesture generation, consisting of multiple gesture datasets with different skeletons.
DOI: 10.57702/84r5o0eq
title: Trinity

description: The dataset used in the paper for gesture generation, consisting of multiple gesture datasets with different skeletons.
DOI: 10.57702/eedv98qm
title: CHAOS and BTCV testsets

description: The dataset used for training and testing the Slide-SAM model, which consists of 3D medical images and their corresponding segmentation masks.
DOI: 10.15468/dl.qgbw25
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "TaxonKey is Anthocerotophyta"
 ]
}

 The dataset includes 88 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014127-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/gp129gal
title: WORD testset

description: The dataset used for training and testing the Slide-SAM model, which consists of 3D medical images and their corresponding segmentation masks.
DOI: 10.57702/9jf7nebe
title: MSD Pancreas and MSD Colon

description: The dataset used for training and testing the Slide-SAM model, which consists of 3D medical images and their corresponding segmentation masks.
DOI: 10.57702/p59lxqnt
title: Distance-Geometric Graph Convolutional Network (DG-GCN) for Three-Dimensional (3D) Graphs

description: Distance-geometric graph representation for 3D graphs, utilizing continuous-filter convolutional layers with filter-generating networks.
DOI: 10.57702/0c3dev7j
title: ESOL and FreeSolv datasets

description: ESOL and FreeSolv datasets used for training and evaluating DG-GCN.
DOI: 10.57702/8hg8v33p
title: MSSEG

description: A dataset of multiple sclerosis lesions for evaluation of segmentation algorithms.
DOI: 10.15468/dl.mw9vsx
title: Occurrence Download

description: A dataset containing 24329 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wild bees (Apoidea: Anthophila) of South-West France: more than 10 years of inventories in mosaic landscapes of ZA-PYGAR"
 ]
}

 The dataset includes 24329 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014125-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/loay3wml
title: ShiftDDPMs: Exploring Conditional Diffusion Models

description: Diffusion models have recently exhibited remarkable abilities to synthesize striking image samples since the introduction of denoising diffusion probabilistic models (DDPMs).
DOI: 10.57702/3vdwxt27
title: CelebA-HQ Dataset

description: The CelebA-HQ dataset is a dataset of faces.
DOI: 10.57702/hs9o9h8v
title: Simple Gradient Penalty µ-WGAN Optimization Problem

description: The dataset used in the paper is a simple gradient penalty µ-WGAN optimization problem (SGP µ-WGAN) with a simple gradient penalty term.
DOI: 10.15468/dl.6p5xej
title: Occurrence Download

description: A dataset containing 1635 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Roystonea regia (Kunth) O.F.Cook"
 ]
}

 The dataset includes 1635 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014130-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/uf88wr8k
title: IWSLT 2014

description: The IWSLT 2014 German-to-English dataset is a machine translation dataset, containing 153K sentence pairs.
DOI: 10.57702/v5o93b3a
title: MLT

description: The MLT dataset is a lexical translation dataset, containing 1,298 sentences for English-French and 1,708 sentences for English-German.
DOI: 10.57702/n07xyh6s
title: VTM-10

description: The proposed multi-density attention network for loop filtering in video compression.
DOI: 10.57702/fkhyynmm
title: Heart Failure Cohort

description: The dataset used in this paper is a heart failure cohort from an Australian hospital, containing 1,885 heart failure admissions.
DOI: 10.57702/3kycnz2e
title: Diabetic Cohort

description: The dataset used in this paper is a diabetic cohort from the same hospital, containing 2,840 diabetic admissions.
DOI: 10.57702/j9c50auk
title: Reddit News Topical Interactions

description: The dataset used in this study has been gathered from the Pushshift Reddit repository, containing archives of the entirety of Reddit posts and comments up to June 2021.
DOI: 10.57702/dbe16za9
title: EUVP

description: Underwater image enhancement dataset
DOI: 10.57702/bnowj51m
title: LSUI

description: Underwater image enhancement dataset
DOI: 10.57702/buby52eo
title: UIQS

description: Underwater image enhancement dataset
DOI: 10.57702/lso3b3sl
title: Google Quickdraw

description: The dataset used in the paper is a Google Quickdraw dataset, which is a collection of 50,000 28x28 grayscale images.
DOI: 10.57702/xadhr3h1
title: ASSIST-IoT dataset

description: The dataset used for testing the proposed edge-cloud continuum video analytics architecture for personal protective equipment detection.
DOI: 10.57702/0d491rqa
title: Edge-only dataset

description: The dataset used for testing the proposed edge-only video analytics architecture for personal protective equipment detection.
DOI: 10.57702/uxmp9id6
title: Dataset for PPE detection

description: The dataset used for testing the proposed edge-cloud continuum video analytics architecture for personal protective equipment detection.
DOI: 10.5281/zenodo.14264741
title: The genetic mechanism of B chromosome drive in rye illuminated by chromosomescale assembly

description: Figures, tables and supplementary data from the paper: The genetic mechanism of B chromosome drive in rye illuminated by chromosomescale assemblyAbstract: The genomes of many plants, animals, and fungi frequently comprise dispensable B chromosomes that rely upon various chromosomal drive mechanisms to counteract the tendency of non-essential genetic elements to be purged over time. The B chromosome of rye – a model system for nearly a century – undergoes targeted nondisjunction during first pollen mitosis, favouring segregation into the generative nucleus, thus increasing their numbers over generations. However, the genetic mechanisms underlying this process are poorly understood. Here, using a newly-assembled, ~430Mb-long rye B chromosome pseudomolecule, we identify five candidate genes whose role as trans-acting moderators of the chromosomal drive is supported by karyotyping, chromosome drive analysis and comparative RNA-seq. Among them, we identify DCR28, coding a microtubule-associated protein related to cell division, and detect this gene also in the B chromosome of Aegilops speltoides. The DCR28 gene family is neo-functionalised and serially-duplicated with 15 B chromosome-located copies that are uniquely highly expressed in the first pollen mitosis of rye.
DOI: 10.5281/zenodo.14264742
title: The genetic mechanism of B chromosome drive in rye illuminated by chromosomescale assembly

description: Figures, tables and supplementary data from the paper: The genetic mechanism of B chromosome drive in rye illuminated by chromosomescale assemblyAbstract: The genomes of many plants, animals, and fungi frequently comprise dispensable B chromosomes that rely upon various chromosomal drive mechanisms to counteract the tendency of non-essential genetic elements to be purged over time. The B chromosome of rye – a model system for nearly a century – undergoes targeted nondisjunction during first pollen mitosis, favouring segregation into the generative nucleus, thus increasing their numbers over generations. However, the genetic mechanisms underlying this process are poorly understood. Here, using a newly-assembled, ~430Mb-long rye B chromosome pseudomolecule, we identify five candidate genes whose role as trans-acting moderators of the chromosomal drive is supported by karyotyping, chromosome drive analysis and comparative RNA-seq. Among them, we identify DCR28, coding a microtubule-associated protein related to cell division, and detect this gene also in the B chromosome of Aegilops speltoides. The DCR28 gene family is neo-functionalised and serially-duplicated with 15 B chromosome-located copies that are uniquely highly expressed in the first pollen mitosis of rye.
DOI: 10.57702/e1p8werd
title: GQA

description: The GQA dataset is a visual question answering dataset that characterizes in compositional question answering and visual reasoning about real-world images.
DOI: 10.57702/bjqumlc8
title: VQA v2.0

description: We use the VQA v2.0 dataset for the evaluation of our proposed joint model, where the answers are balanced in order to minimize the effectiveness of learning dataset priors.
DOI: 10.57702/zk5dy06k
title: Declaration dataset

description: The declaration dataset is generated from the annotations from GQA dataset, containing questions and their corresponding declarative sentences.
DOI: 10.57702/dxotkco1
title: Maetschke et al. dataset

description: The dataset used in this study for glaucoma detection from 3D OCT imaging.
DOI: 10.57702/67iwxwuj
title: Sampling Equivariant Self-attention Networks for Object Detection in Aerial Images

description: Object detection in aerial images has greater rotational and scale variations because of the overhead image capture, which requires the detection model to more flexibly handle geometric transformations.
DOI: 10.57702/dogxsvtb
title: DAVIS Dataset

description: The DAVIS dataset contains 60 training sequences and 30 validation sequences, with high-quality densely-annotated segmentation mask annotation for each frame.
DOI: 10.57702/u8rfvkpi
title: fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

description: MRI reconstruction using data-driven Markov chains with Joint Uncertainty Estimation
DOI: 10.57702/f2t36sgi
title: JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes

description: Depth estimation, visual odometry, and bird’s-eye-view scene layout estimation present three critical tasks for driving scene perception, which is fundamental for motion planning and navigation in autonomous driving.
DOI: 10.57702/t0h1m36z
title: Nuscenes

description: Nuscenes is a large-scale autonomous driving dataset that provides high-resolution BEV semantic occupancy labels for roads and vehicles.
DOI: 10.57702/b25j2cwt
title: NIST-20 LC-MS/MS spectra data

description: The NIST-20 LC-MS/MS spectra data
DOI: 10.57702/gds3bkkt
title: Office-Caltech10

description: Domain adaptation (DA) aims to transfer discriminative features learned from source domain to target domain. Most of DA methods focus on enhancing feature transferability through domain-invariance learning. However, source-learned discriminability itself might be tailored to be biased and unsafely transferable by spurious correlations, i.e., part of source-speciﬁc features are correlated with category labels.
DOI: 10.57702/fmnu33lx
title: Amazon Review

description: The Amazon Review dataset is a widely used benchmark dataset for cross-domain sentiment analysis.
DOI: 10.57702/r5vvfo94
title: Reuters-21578

description: Text classiﬁcation problem has long been an interesting research ﬁeld, the aim of text classiﬁcation is to develop algorithm to ﬁnd the categories of given documents.
DOI: 10.57702/wvqfarxs
title: UCF-101 and HMDB-51 datasets

description: The UCF-101 and HMDB-51 datasets are used for human action recognition.
DOI: 10.57702/zkedr5ha
title: PBC dataset

description: The PBC dataset is a collection of images of normal peripheral blood cells.
DOI: 10.57702/u58lg6si
title: Thermodynamics of growth in open chemical reaction networks

description: The dataset used in the paper to analyze the thermodynamics of growth in open chemical reaction networks.
DOI: 10.57702/m27cfbpv
title: BCIC IV 2a dataset

description: This dataset is used for EEG-based motor imagery classification.
DOI: 10.57702/oqlrdbtj
title: Synthetic Touching Strings Dataset

description: The authors used a synthetic dataset composed of numerical strings ranging from 2- to 6-digits, and containing isolated and touching components.
DOI: 10.57702/jzl23t1b
title: Touching Pairs (TP) Dataset

description: The authors used the Touching Pairs (TP) dataset for the evaluation of segmentation-free approaches.
DOI: 10.57702/khzefl29
title: NIST SD19 Dataset

description: The authors used the NIST SD19 dataset for the evaluation of segmentation-free approaches.
DOI: 10.57702/e8h1sme9
title: RealMCVSR

description: RealMCVSR dataset is a video super-resolution dataset containing ultra-wide, wide-angle, and telephoto videos from multiple scenes.
DOI: 10.57702/l9wrmvzp
title: COCO 2017 detection benchmark

description: The COCO 2017 detection benchmark dataset is used for evaluating the proposed TSP-FCOS and TSP-RCNN models.
DOI: 10.57702/fek1s11x
title: COCO 2017 validation set

description: The COCO 2017 validation set is used for evaluating the proposed TSP-FCOS and TSP-RCNN models.
DOI: 10.57702/bz5rjfe1
title: FFHQ-Aging

description: The FFHQ-Aging dataset is a facial aging dataset that contains images of faces from the FFHQ dataset, labeled with age, gender, and semantic segmentation.
DOI: 10.57702/vke8fbmd
title: NeRF Synthetic, DTU, and LLFF datasets

description: The dataset used in the paper is a real-world dataset containing 5 datasets: Google Scanned Object dataset, three forward-facing datasets, and DTU dataset.
DOI: 10.57702/uq51zchx
title: Model-free Hedging of Impermanent Loss in Geometric Mean Market Makers

description: The dataset used in the paper is a simulation dataset for testing the model-free hedging of Impermanent Loss in Geometric Mean Market Makers.