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UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

Papers citing "UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction"

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Title
Contextualisation of eCommerce Users Hassan Elhabbak Benoit Descamps Elisabeth Fischer Sakis Athanasiadis 70 1 0 08 Oct 2020
A Fully Tensorized Recurrent Neural Network Charles C. Onu Jacob Miller Doina Precup MQ 229 7 0 08 Oct 2020
Learning Deep-Latent Hierarchies by Stacking Wasserstein Autoencoders Benoit Gaujac Ilya Feige David Barber DiffM BDL 126 0 0 07 Oct 2020
Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review Yuqi Si Jingcheng Du Zhao Li Xiaoqian Jiang T. Miller Fei Wang W. J. Zheng Kirk Roberts OOD 166 196 0 06 Oct 2020
Generative Model-Enhanced Human Motion PredictionApplied AI Letters (AA), 2020 Anthony Bourached Ryan-Rhys Griffiths Robert J. Gray A. Jha P. Nachev 221 15 0 05 Oct 2020
Facilitate the Parametric Dimension Reduction by Gradient Clipping Chien-Hsun Lai Yu-Shuen Wang 100 0 0 30 Sep 2020
Stock2Vec: A Hybrid Deep Learning Framework for Stock Market Prediction with Representation Learning and Temporal Convolutional Network Xing Wang Yijun Wang Bin Weng Aleksandr Vinel AIFin AI4TS 153 12 0 29 Sep 2020
RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification Haifeng Li Zhenqi Cui Zhiqiang Zhu Lixing Chen Jiawei Zhu Haozhe Huang Chao Tao 152 102 0 28 Sep 2020
Parametric UMAP embeddings for representation and semi-supervised learningNeural Computation (Neural Comput.), 2020 Tim Sainburg Leland McInnes T. Gentner 324 293 0 27 Sep 2020
Deep Learning of Individual Aesthetics Jon McCormack Andy Lomas 156 32 0 24 Sep 2020
Stochastic Neighbor Embedding with Gaussian and Student-t Distributions: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley BDL 188 9 0 22 Sep 2020
Generalized Clustering and Multi-Manifold Learning with Geometric Structure PreservationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Lirong Wu Zicheng Liu Z. Zang Jun Xia Siyuan Li Stan. Z Li 163 13 0 21 Sep 2020
Learning Behavioral Representations of Human Mobility M. Damiani Andrea Acquaviva F. Hachem M. Rossini 78 7 0 10 Sep 2020
KNN-DBSCAN: a DBSCAN in high dimensionsACM Transactions on Parallel Computing (TOPC), 2020 Youguang Chen William Ruys George Biros 82 7 0 09 Sep 2020
Narrative Maps: An Algorithmic Approach to Represent and Extract Information Narratives Brian Keith Tanushree Mitra 96 18 0 09 Sep 2020
CuratorNet: Visually-aware Recommendation of Art Images Pablo Messina Manuel Cartagena Patricio Cerda Felipe del-Rio Denis Parra 138 16 0 09 Sep 2020
A Distance-preserving Matrix SketchJournal of Computational And Graphical Statistics (JCGS), 2020 Leland Wilkinson Hengrui Luo 181 7 0 08 Sep 2020
TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional DataIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 Harish Doraiswamy Julien Tierny Paulo J. S. Silva L. G. Nonato Claudio Silva 127 34 0 03 Sep 2020
Text and Style Conditioned GAN for Generation of Offline Handwriting LinesBritish Machine Vision Conference (BMVC), 2020 Brian L. Davis Chris Tensmeyer Brian L. Price Curtis Wigington B. Morse R. Jain GAN 115 56 0 01 Sep 2020
Practical Cross-modal Manifold Alignment for Grounded Language A. Nguyen Luke E. Richards Gaoussou Youssouf Kebe Edward Raff Kasra Darvish Frank Ferraro Cynthia Matuszek 146 4 0 01 Sep 2020
ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual ScreeningIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 María Virginia Sabando Pavol Ulbrich M. Selzer Jan Byvska Jan Mivcan I. Ponzoni Axel J. Soto M. L. Ganuza Barbora Kozlíková 243 12 0 30 Aug 2020
SketchEmbedNet: Learning Novel Concepts by Imitating DrawingsInternational Conference on Machine Learning (ICML), 2020 Alexander Wang Mengye Ren R. Zemel SSL 300 24 0 27 Aug 2020
Top2Vec: Distributed Representations of Topics D. Angelov 863 432 0 19 Aug 2020
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space Guangyi Zhang Ali Etemad 193 24 0 19 Aug 2020
Learning Trailer Moments in Full-Length Movies Lezi Wang Dong Liu R. Puri Dimitris N. Metaxas 109 56 0 19 Aug 2020
An Exploratory Study of COVID-19 Information on Twitter in the Greater RegionBig Data and Cognitive Computing (BDCC), 2020 Ninghan Chen Zhiqiang Zhong Jun Pang 162 11 0 12 Aug 2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ian Tenney James Wexler Jasmijn Bastings Tolga Bolukbasi Andy Coenen ... Ellen Jiang Mahima Pushkarna Carey Radebaugh Emily Reif Ann Yuan VLM 350 208 0 12 Aug 2020
Measures of Complexity for Large Scale Image DatasetsDigital Signal Processing and Signal Processing Education Workshop (SPSPE), 2020 Ameet Rahane A. Subramanian 100 29 0 10 Aug 2020
A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and DatasetsIEEE Communications Surveys and Tutorials (COMST), 2020 Pedro Miguel Sánchez Sánchez José María Jorquera Valero Alberto Huertas Celdrán Gérome Bovet M. Pérez Gregorio Martínez Pérez 233 113 0 07 Aug 2020
Alert Classification for the ALeRCE Broker System: The Real-time Stamp ClassifierAstronomical Journal (AJ), 2020 R. Carrasco-Davis E. Reyes C. Valenzuela F. Förster P. Estévez ... C. Sepúlveda-Cobo Ashish Mahabal J. Silva-Farfán Ernesto Camacho-Iñiquez L. Galbany 123 40 0 07 Aug 2020
TOAD-GAN: Coherent Style Level Generation from a Single Example Maren Awiszus Frederik Schubert Bodo Rosenhahn GAN 162 44 0 04 Aug 2020
Learning Interpretable Microscopic Features of Tumor by Multi-task Adversarial CNNs To Improve Generalization Mara Graziani Sebastian Otalora Stephane Marchand-Maillet Henning Muller Vincent Andrearczyk AAML MedIm 171 0 0 04 Aug 2020
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality ReductionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 Takanori Fujiwara Shilpika Shilpika Naohisa Sakamoto J. Nonaka Keiji Yamamoto K. Ma AI4TS 184 47 0 02 Aug 2020
Bringing UMAP Closer to the Speed of Light with GPU AccelerationAAAI Conference on Artificial Intelligence (AAAI), 2020 Corey J. Nolet V. Lafargue Edward Raff Thejaswi Nanditale Tim Oates John Zedlewski Joshua Patterson 336 38 0 01 Aug 2020
Uncovering the structure of clinical EEG signals with self-supervised learningJournal of Neural Engineering (JNE), 2020 Hubert J. Banville O. Chehab Aapo Hyvarinen Denis A. Engemann Alexandre Gramfort 179 234 0 31 Jul 2020
Geometric All-Way Boolean Tensor DecompositionNeural Information Processing Systems (NeurIPS), 2020 Changlin Wan Wennan Chang Tong Zhao Sha Cao Fangqiu Yi 110 4 0 31 Jul 2020
SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party VisualizationIEEE Conference on Visual Analytics Science and Technology (VAST), 2020 Jiazhi Xia Tianxiang Chen Lei Zhang Wei Chen Yang Chen X. Zhang C. Xie Tobias Schreck 197 11 0 30 Jul 2020
Instance Selection for GANsNeural Information Processing Systems (NeurIPS), 2020 Terrance Devries M. Drozdzal Graham W. Taylor 255 41 0 30 Jul 2020
Semi-Automatic Data Annotation guided by Feature Space ProjectionPattern Recognition (Pattern Recognit.), 2020 B. C. Benato J. Gomes A. Telea A. X. Falcão 149 43 0 27 Jul 2020
Towards Game Design via Creative Machine Learning (GDCML) Anurag Sarkar Seth Cooper AI4CE 159 21 0 25 Jul 2020
Scaling Graph Clustering with Distributed SketchesIEEE Conference on High Performance Extreme Computing (HPEC), 2020 Benjamin W. Priest Alec M. Dunton Geoffrey Sanders 94 2 0 24 Jul 2020
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level Jun Yuan Gromit Yeuk-Yin Chan Brian Barr Kyle Overton Kim Rees Luis Gustavo Nonato Enrico Bertini Claudio T. Silva 60 1 0 21 Jul 2020
Self-similarity Student for Partial Label Histopathology Image SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Hsien-Tzu Cheng Chun-Fu Yeh Po-Chen Kuo Andy Wei Keng-Chi Liu Mong-Chi Ko Kuan-Hua Chao Yu-Ching Peng Tyng-Luh Liu 187 21 0 19 Jul 2020
Attraction-Repulsion Spectrum in Neighbor EmbeddingsJournal of machine learning research (JMLR), 2020 Jan Niklas Böhm Philipp Berens D. Kobak 290 64 0 17 Jul 2020
Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional DataKnowledge Science, Engineering and Management (KSEM), 2020 Yuefeng Liang A. Chaudhuri Haoyu Wang 151 0 0 17 Jul 2020
Extendable and invertible manifold learning with geometry regularized autoencoders Andres F. Duque Sacha Morin Guy Wolf Kevin R. Moon 197 29 0 14 Jul 2020
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating TheoremInternational Conference on Pattern Recognition (ICPR), 2020 Milad Sikaroudi Benyamin Ghojogh Fakhri Karray Mark Crowley H. R. Tizhoosh 201 3 0 10 Jul 2020
To BAN or not to BAN: Bayesian Attention Networks for Reliable Hate Speech DetectionCognitive Computation (Cogn Comput), 2020 Kristian Miok Blaž Škrlj D. Zaharie Marko Robnik-Šikonja 348 45 0 10 Jul 2020
Manifold Learning via Manifold Deflation Daniel Ting Sai Li 125 3 0 07 Jul 2020
Domain Adaptation for Robust Workload Level Alignment Between Sessions and Subjects using fNIRS Boyang Lyu Thao Pham Giles Blaney Z. Haga A. Sassaroli S. Fantini Shuchin Aeron 115 22 0 02 Jul 2020