cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/6a70i2z9
title: NLST

description: The NLST dataset contains images of the lung taken during a screening test.
DOI: 10.57702/rat6grzk
title: UCI Regression Datasets

description: The dataset used in the paper is the UCI Regression Datasets, which are a standard benchmark for evaluating conditional density estimators.
DOI: 10.15468/dl.awpn9b
title: Occurrence Download

description: A dataset containing 3385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea diffusa Lam.",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 3385 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012869-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/4cembaux
title: Beijing Air Quality Dataset

description: The dataset used in the paper is an air quality dataset.
DOI: 10.57702/7q26x2fw
title: EntailmentBank

description: The dataset used in the paper to evaluate the REFLEX system, consisting of multiple-choice questions with entailment relationships.
DOI: 10.15468/dl.rnx7au
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Begonia pulvinifera C.I Peng & Yan Liu)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012870-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13826802
title: TEMNOS (Temnospondyl Evolution, Morphology, Nomenclature, and Other Stuff) v1.0.0

description: This is the initial release of the TEMNOS database, which contains three metadata files, four data files, an overarching README, a README for each data file, and a contributing document. Refer to the linked GitHub repository and associated preprint for additional details.
DOI: 10.57702/zraarx22
title: E2E dataset

description: The E2E dataset consists of 50K restaurant reviews together with the labels in terms of food type, price, and customer ratings.
DOI: 10.57702/fj9ln6i8
title: D-NeRF: Neural Radiance Fields for Dynamic Scenes

description: The D-NeRF dataset contains 3D dynamic scenes with moving or deforming objects.
DOI: 10.5281/zenodo.14261731
title: C. elegans early embryo single-nucleus multiome dataset

description: This R object (C_elegans_wt_early_embryo_GEX_ATAC_multiome.rds) contains a processed single-nucleus 10X Genomics multiome dataset for C. elegans wild-type early embryos. The dataset contains gene expression (GEX) and chromatin accessibility (ATAC) data, providing a multimodal view of regulatory dynamics during early embryonic development.
DOI: 10.5281/zenodo.14261732
title: C. elegans early embryo single-nucleus multiome dataset

description: This R object (C_elegans_wt_early_embryo_GEX_ATAC_multiome.rds) contains a processed single-nucleus 10X Genomics multiome dataset for C. elegans wild-type early embryos. The dataset contains gene expression (GEX) and chromatin accessibility (ATAC) data, providing a multimodal view of regulatory dynamics during early embryonic development.
DOI: 10.57702/dgbzd8ra
title: Market1501, DukeMTMC-reID, MSMT17, CUHK03-NP

description: Person Re-Identification (ReID) aims to find persons with the same identity from multiple disjoint cameras. The dataset used in this paper is Market1501, DukeMTMC-reID, MSMT17, and CUHK03-NP.
DOI: 10.57702/zp44cu3g
title: Learning Multiple Layers of Features from Tiny Images

description: The CIFAR-10 dataset consists of 60,000 training images and 10,000 test images. Each image is a 32×32 color image.
DOI: 10.57702/8jbure2o
title: MULTI-CONCEPT T2I-ZERO: TWEAKING ONLY THE TEXT EMBEDDINGS AND NOTHING ELSE

description: The dataset used in the paper is a text-to-image diffusion model, specifically Stable Diffusion. The authors used this model to generate images from text prompts and evaluated its performance on multi-concept image synthesis, image manipulation, and personalization tasks.
DOI: 10.15468/dl.fthu6y
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthopagrus taiwanensis Iwatsuki & Carpenter, 2006",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012871-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/2veg2evc
title: Penn Treebank (PTB) dataset

description: The Penn Treebank (PTB) dataset is used for word ordering task. The dataset is used to evaluate the performance of different models for word ordering.
DOI: 10.57702/0nasxqqh
title: Deep Speech model

description: Deep Speech model
DOI: 10.57702/rq6j0q9n
title: TED-LIUM dataset

description: TED-LIUM dataset
DOI: 10.57702/6c7ec5ay
title: Objaverse: A universe of annotated 3D objects

description: A large-scale dataset of 3D objects for training and testing 3D reconstruction models.
DOI: 10.57702/z4b5oe6x
title: Jacquard

description: A large-scale dataset for robotic grasp detection, containing 54000 images and 1.1 million grasp annotations.
DOI: 10.57702/zui5bnwu
title: CIFAR-100, MNIST, ImageNet, MIT67, SUN397, Places205

description: The dataset used in this paper for object recognition on CIFAR-100, MNIST, and ImageNet, and scene recognition on MIT67, SUN397, and Places205.
DOI: 10.57702/a9tq6n3l
title: MuCGEC

description: This dataset is used for training and evaluating the proposed SynGEC approach.
DOI: 10.57702/g9j6wdr4
title: Lang8

description: This dataset is used for training and evaluating the proposed SynGEC approach.
DOI: 10.57702/8n98spbs
title: CelebA-Spoof

description: Face anti-spooﬁng is a classiﬁcation problem, so to train the model we use Cross Entropy as a loss function.
DOI: 10.57702/osutj4na
title: CelebA-Spoof Challenge 2020

description: The dataset deﬁnes train/test splits and several evaluation protocols.
DOI: 10.15468/dl.3ss2tv
title: Occurrence Download

description: A dataset containing 171 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 (Inula rhizocephala Schrenk)"
 ]
}

 The dataset includes 171 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012874-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/os78k58d
title: Visual Anomaly (VisA) Dataset

description: The Visual Anomaly (VisA) dataset is a large-scale industrial anomaly detection dataset containing 10,821 high-resolution color images with 9,621 normal and 1,200 anomalous samples.
DOI: 10.57702/59u9s21i
title: MVTec Anomaly Detection (AD) Dataset

description: The MVTec Anomaly Detection (AD) dataset is a comprehensive real-world dataset for unsupervised anomaly detection.
DOI: 10.57702/efg8lwf8
title: DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation

description: Semi-supervised medical image segmentation aims to leverage limited annotated data and rich unlabeled data to perform accurate segmentation.
DOI: 10.15468/dl.mnac7p
title: Occurrence Download

description: A dataset containing 12063 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((46.38691 24.37907,47.02632 24.37907,47.02632 24.86696,46.38691 24.86696,46.38691 24.37907))"
 ]
}

 The dataset includes 12063 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012873-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7pmxz
title: Occurrence Download

description: A dataset containing 12828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Blattaria Mill., Blattodea)"
 ]
}

 The dataset includes 12828 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012872-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/0e97qh5m
title: Decathlon Prostate

description: Decathlon Prostate dataset is a public dataset for semi-supervised medical image segmentation.
DOI: 10.15468/dl.ezp4wn
title: Occurrence Download

description: A dataset containing 1103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Swietenia humilis Zucc."
 ]
}

 The dataset includes 1103 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012876-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/rwqg228g
title: LIDC-IDRI dataset

description: LIDC-IDRI dataset contains almost all the related information for low-dose lung CTs including several doctors' annotations on nodule sizes, locations, diagnosis results, nodule texture, nodule margin and other informations.
DOI: 10.15468/dl.h2k7us
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Larosterna inca (R.Lesson & Garnot, 1827)",
 "Year 1970-2000"
 ]
}

 The dataset includes 282 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012875-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/di4n5yi5
title: FFHQ

description: Large scale datasets [18, 17, 27, 6] boosted text conditional image generation quality. However, in some domains it could be difficult to make such datasets and usually it could be costly. Also, famous face datasets[7, 11, 13, 29] don’t have corresponding text captions, making it difficult to develop text conditional image generation models on these datasets.
DOI: 10.15468/dl.tpq4bq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Begonia quinquealata C.I Peng, Rubite & C.W.Lin)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012877-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/8zdhiw5i
title: Pokémon

description: Pokémon
DOI: 10.57702/v5sxtgoe
title: Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation

description: Joint-DetNAS is a unified framework for object detection that jointly optimizes NAS, pruning, and dynamic distillation.
DOI: 10.57702/isamrezm
title: Comprehension-to-Production Priming Paradigm

description: The dataset used in the paper is a comprehension-to-production priming paradigm, where participants or SPAWN models are presented with three primes with the same structure, followed by an ambiguous partial prompt.
DOI: 10.57702/59e2mos7
title: Visual Story-Telling dataset (VIST)

description: Visual Story-Telling dataset (VIST) is the only publicly accessible dataset for storytelling problems. It comprises 210,819 distinct images that can be found in 10,117 different albums on Flickr and is arranged in sets of five different images.
DOI: 10.57702/qljyhr74
title: UltraRM-13B

description: The UltraRM-13B dataset is a collection of human feedback for language model training.
DOI: 10.57702/cfrwm2gi
title: LC25000

description: The Lung Cancer part of the dataset LC25000 has 25,000 color images in 5 classes. Each class contains 5,000 images of the histologic categories: colon adenocarcinoma, benign colonic tissue, lung adenocarcinoma, lung squamous cell carcinoma and benign lung tissue.
DOI: 10.57702/c6bg38ex
title: ImageNet-21k

description: The dataset used in the paper is the ImageNet-21k dataset, which is a large-scale hierarchical image database.
DOI: 10.57702/y2tl6zcz
title: Ultrafast Image Categorization in Biology and Neural Models

description: The dataset used to train the VGG 16 model to detect the presence of an animal or an artifact in a scene.
DOI: 10.57702/54g13y8f
title: WordNet

description: This paper uses a large text corpus to extract subjects and objects of verbs and represents them as abstract concepts.
DOI: 10.57702/ww45w3ov
title: Mammographic Image Analysis Society (MIAS) Database v1.21

description: A mammographic image analysis society (mias) database v1.21
DOI: 10.15468/dl.bkv4fr
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-129.67605 2.23654,-48.32395 2.23654,-48.32395 34.76346,-129.67605 34.76346,-129.67605 2.23654))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zanthoxylum ciliatum Engl."
 ]
}

 The dataset includes 100 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012880-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/r9b4b3g6
title: Dbf3Real

description: The dataset used for training and evaluation of CNN architectures for prohibited item detection in X-ray security imagery.
DOI: 10.57702/hr2e9yl8
title: Dbf3SC

description: The dataset used for training and evaluation of CNN architectures for prohibited item detection in X-ray security imagery.
DOI: 10.57702/17ff7wxk
title: Dbf3Real+SC

description: The dataset used for training and evaluation of CNN architectures for prohibited item detection in X-ray security imagery.
DOI: 10.15468/dl.aav57s
title: Occurrence Download

description: A dataset containing 1494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium leptophyllum (Moq.) Nutt. ex S.Watson",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 1494 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012878-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/p6l5d0d7
title: FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters

description: The dataset used in this paper is a CNN training dataset, specifically VGG-16, VGG-19, and AlexNet.
DOI: 10.15468/dl.dehhbt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pagrus auratus (Forster, 1801)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012879-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/8jh1e5qz
title: Google Speech Commands Dataset Version II

description: The Google Speech Commands Dataset Version II contains 105,829 utterances of 35 words from 2,618 speakers with a sampling rate of 16 kHz.
DOI: 10.5281/zenodo.13900221
title: The metre-scale roughness of asteroid (101955) Bennu from the OSIRIS-REx Laser Altimeter: Processed OLA v21 pointclouds for RMS deviation (L = 0.2 m to L = 20.0 m) [Dataset]

description: Pointclouds:



Pointcloud (.pcd) files for OLA RMS deviation calculation with fields: 



'Location':  node points (XYZ points on Bennu's surface)

'Intensity': height delta between the node and a neighbouring point at distance L from the node. 'Height' is defined as height above an orthogonally regressed plane fit to points within 2L of the node. 




 Tables:



2020_06_bt_final_ma.xlsx:



Crater catalog from Bierhaus et al (2022)



bierhaus2023_craters_gt5m_lt80m_olav21_roi_flags.xlsx: 



Subset of catalog from Bierhaus et al. (2022) with craters between 5 m - 80 m diameter used for interior-exterior roughness ratio in Bierhaus et al. (2023) and Rossmann et al. (2024).
DOI: 10.5281/zenodo.13900222
title: The metre-scale roughness of asteroid (101955) Bennu from the OSIRIS-REx Laser Altimeter: Processed OLA v21 pointclouds for RMS deviation (L = 0.2 m to L = 20.0 m) [Dataset]

description: Pointclouds:



Pointcloud (.pcd) files for OLA RMS deviation calculation with fields: 



'Location':  node points (XYZ points on Bennu's surface)

'Intensity': height delta between the node and a neighbouring point at distance L from the node. 'Height' is defined as height above an orthogonally regressed plane fit to points within 2L of the node. 




 Tables:



2020_06_bt_final_ma.xlsx:



Crater catalog from Bierhaus et al (2022)



bierhaus2023_craters_gt5m_lt80m_olav21_roi_flags.xlsx: 



Subset of catalog from Bierhaus et al. (2022) with craters between 5 m - 80 m diameter used for interior-exterior roughness ratio in Bierhaus et al. (2023) and Rossmann et al. (2024).
DOI: 10.15468/dl.3ww3hp
title: Occurrence Download

description: A dataset containing 4 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 (Inula royleana DC.)"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012881-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/nr14hlyo
title: MEAD

description: The MEAD dataset is a large-scale, high-quality emotional audio-visual dataset, which consists of 60 actors, including 8 basic emotions and 3 different emotional-intensity talking head videos.
DOI: 10.57702/vqd13ixf
title: LOGAN: Latent Optimisation for Generative Adversarial Networks

description: Training generative adversarial networks requires balancing of delicate adversarial dynamics. Even with careful tuning, training may diverge or end up in a bad equilibrium with dropped modes. In this work, we improve CS-GAN with natural gradient-based latent optimisation and show that it improves adversarial dynamics by enhancing interactions between the discriminator and the generator.
DOI: 10.57702/lpvyc0ye
title: fastMRI T2 prostate dataset

description: The fastMRI prostate dataset comprises fully-sampled data acquired from three averages with GRAPPA factor of 2, from 312 subjects, partitioned into training (218 volumes, 6602 2D slices), validation (48 volumes, 1462 2D slices), and test (46 volumes, 1399 2D slices) sets.
DOI: 10.57702/bxatmuv8
title: CMRxRecon cardiac cine dataset

description: The CMRxRecon cardiac cine dataset comprises 473 scans of 4D multi-coil (nc = 10) fully-sampled k-space acquisitions, split into training (203 scans), validation (111 scans), and test sets (159 scans), corresponding to 1,364, 731 and 1,090, respectively, 2D sequences.
DOI: 10.57702/9vdmewx3
title: RankMixup: Ranking-Based Mixup Training for Network Calibration

description: Network calibration aims to accurately estimate the level of confidences, which is particularly important for employing deep neural networks in real-world systems.
DOI: 10.57702/dj26lhws
title: NI-FECG Dataset

description: The NI-FECG dataset contains non-invasive fetal electrocardiogram (FECG) recordings.
DOI: 10.57702/75l1wzdr
title: NI-FECG Challenge Dataset

description: The NI-FECG Challenge dataset contains non-invasive fetal electrocardiogram (FECG) recordings.
DOI: 10.15468/dl.apuaeq
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Begonia rajah Ridl. ex Ridl.)"
 ]
}

 The dataset includes 32 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012883-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/3wa77p8v
title: LSP dataset

description: LSP dataset: A dataset for human pose estimation and tracking in videos.
DOI: 10.57702/fyckbp1a
title: Ultrasound dataset for Achilles tendon healing progress estimation

description: Ultrasound dataset for Achilles tendon healing progress estimation
DOI: 10.57702/cl9zpu3h
title: Quijote

description: The Quijote suite of 2000 N-body simulations at redshift zero. These simulations follow the evolution of 10243 cold dark matter with periodic boundary conditions from z = 127 to z = 0.
DOI: 10.15468/dl.uuucf8
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 770c30d2-c2a8-4bb2-8056-6167297cddae",
 "TaxonKey is Pitta versicolor Swainson, 1825"
 ]
}

 The dataset includes 199 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012884-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd796x
title: Occurrence Download

description: A dataset containing 13412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-170 5,-50 5,-50 83,-170 83,-170 5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Monarda punctata L."
 ]
}

 The dataset includes 13412 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012882-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27260937.v1
title: résultats scoping review_v.45 JGM 22-11-2024.docx

description: Data analysis process
DOI: 10.57702/90ck4gwh
title: HRSC2016

description: The HRSC2016 dataset is a high resolution ship recognition dataset annotated with oriented bounding boxes which contains 1061 images, and the image size ranges from 300 × 300 to 1500 × 900.
DOI: 10.57702/5kf70c7r
title: MIMIC-CXR

description: MIMIC-CXR is a comprehensive collection of de-identified Chest X-ray (CXR) data acquired from Beth Israel Deaconess Medical Center in Boston, United States. MIMIC-CXR includes 14 binary labels that indicate the presence or absence of pathology.
DOI: 10.57702/yrghn5m7
title: MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis

description: High-fidelity image synthesis using Generative Adversarial Networks (GANs).
DOI: 10.57702/2ge1p6a3
title: StyleGAN

description: The dataset used in the paper for training and testing the proposed method for detecting, attributing and localizing GAN generated images.
DOI: 10.57702/nhc347y9
title: StyleGAN2-ADA

description: The dataset used for calibration during the quantization process.