v1v2v3 (latest)

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

50 / 2,414 papers shown

Title
Capsule Attention for Multimodal EEG-EOG Representation Learning with Application to Driver Vigilance EstimationIEEE transactions on neural systems and rehabilitation engineering (TNSRE), 2019 Guangyi Zhang Ali Etemad 337 61 0 17 Dec 2019
Learning Malware Representation based on Execution Sequences Yi-Ting Huang Ting Chen Yeali S. Sun Meng Chang Chen 79 4 0 16 Dec 2019
Two Way Adversarial Unsupervised Word Translation Blaine Cole GAN 50 0 0 12 Dec 2019
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small MultiplesInternational Conference on Intelligent User Interfaces (IUI), 2019 Angie Boggust Brandon Carter Arvind Satyanarayan 279 73 0 10 Dec 2019
Self Organizing Nebulous Growths for Robust and Incremental Data VisualizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Damith A. Senanayake Wei Wang S. Naik Saman K. Halgamuge AI4TS 109 16 0 09 Dec 2019
Mixing autoencoder with classifier: conceptual data visualizationIEEE Access (IEEE Access), 2019 P. Hartono BDL 76 13 0 03 Dec 2019
Stable Visual Summaries for Trajectory CollectionsIEEE Pacific Visualization Symposium (PacificVis), 2019 Jules Wulms J. Buchmüller Wouter Meulemans Kevin Verbeek Bettina Speckmann 114 8 0 02 Dec 2019
Event detection in Colombian security Twitter news using fine-grained latent topic analysis Santiago Acevedo-Mancera N. Parra-A Jorge E. Camargo Herbert Vinck-Posada 110 6 0 19 Nov 2019
Self-supervised representation learning from electroencephalography signalsInternational Workshop on Machine Learning for Signal Processing (MLSP), 2019 Hubert J. Banville Isabela Albuquerque Aapo Hyvarinen G. Moffat Denis A. Engemann Alexandre Gramfort AI4TS SSL 124 69 0 13 Nov 2019
ZiMM: a deep learning model for long term and blurry relapses with non-clinical claims data A. Kabeshova Yiyang Yu Bertrand Lukacs Emmanuel Bacry Stéphane Gaïffas VLM MedIm 140 2 0 13 Nov 2019
AMPL: A Data-Driven Modeling Pipeline for Drug DiscoveryJournal of Chemical Information and Modeling (JCIM), 2019 Amanda J. Minnich K. McLoughlin Margaret J. Tse Jason Deng Andrew Weber ... Bharath Ramsundar T. Rush Stacie Calad-Thomson J. Brase Jonathan E. Allen 185 70 0 13 Nov 2019
Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data John Just Sambuddha Ghosal DiffM DRL 179 6 0 12 Nov 2019
Hyper-SAGNN: a self-attention based graph neural network for hypergraphsInternational Conference on Learning Representations (ICLR), 2019 Ruochi Zhang Yuesong Zou Jian Ma GNN 254 217 0 06 Nov 2019
Self-attention for raw optical Satellite Time Series Classification M. Rußwurm Marco Körner AI4TS 233 303 0 23 Oct 2019
Unsupervised Videographic Analysis of Rodent Behaviour Anthony Bourached P. Nachev 127 4 0 22 Oct 2019
LEt-SNE: A Hybrid Approach To Data Embedding and Visualization of Hyperspectral ImageryIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Megh Shukla Biplab Banerjee K. Buddhiraju 52 2 0 19 Oct 2019
Mixture-of-Experts Variational Autoencoder for Clustering and Generating from Similarity-Based Representations on Single Cell DataInternational Conference on Learning Representations (ICLR), 2019 Andreas Kopf Vincent Fortuin Vignesh Ram Somnath Manfred Claassen DRL 158 12 0 17 Oct 2019
Would a File by Any Other Name Seem as Malicious? A. Nguyen Edward Raff Aaron Sant-Miller AAML 115 8 0 10 Oct 2019
FastEstimator: A Deep Learning Library for Fast Prototyping and Productization Xiaomeng Dong Junpyo Hong Hsi-Ming Chang Michael Potter Aritra Chowdhury ... Rajesh Tamada Gaurav Kumar Caroline Favart V. R. Saripalli Gopal Avinash 104 2 0 07 Oct 2019
Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder K. Lamb G. Malhotra Athanasios Vlontzos E. Wagstaff A. G. Baydin Anahita Bhiwandiwalla Y. Gal Alfredo Kalaitzis Anthony Reina A. Bhatt 98 6 0 04 Oct 2019
Conditional out-of-sample generation for unpaired data using trVAE M. Lotfollahi Mohsen Naghipourfar Fabian J. Theis F. A. Wolf GAN ViT DRL 213 21 0 04 Oct 2019
TriMap: Large-scale Dimensionality Reduction Using Triplets Ehsan Amid Manfred K. Warmuth 275 146 0 01 Oct 2019
Capacity Preserving Mapping for High-dimensional Data Visualization Rongrong Wang Xiaopeng Zhang 45 4 0 29 Sep 2019
MIC: Mining Interclass Characteristics for Improved Metric LearningIEEE International Conference on Computer Vision (ICCV), 2019 Karsten Roth Biagio Brattoli Bjorn Ommer 144 97 0 25 Sep 2019
Wider Networks Learn Better Features D. Gilboa Guy Gur-Ari 87 7 0 25 Sep 2019
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series Jinho Lee Seokho Yi Jaewoo Kang AI4TS 72 14 0 24 Sep 2019
Representation Learning for Electronic Health Records W. Weng Peter Szolovits 158 20 0 19 Sep 2019
DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction Alexander Schulz Fabian Hinder Barbara Hammer FAtt 66 2 0 19 Sep 2019
BUDA.ART: A Multimodal Content-Based Analysis and Retrieval System for Buddha StatuesACM Multimedia (ACM MM), 2019 B. Renoust Matheus Oliveira Franca J. Chan Van Le Ayaka Uesaka Yuta Nakashima Hajime Nagahara Jueren Wang Yutaka Fujioka 115 4 0 17 Sep 2019
Deep Prediction of Investor Interest: a Supervised Clustering ApproachAlgorithmic Finance (AF), 2019 Baptiste Barreau Laurent Carlier D. Challet 94 1 0 11 Sep 2019
When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP SignaturesIEEE International Joint Conference on Neural Network (IJCNN), 2019 Gil Fidel Ron Bitton A. Shabtai FAtt GAN 159 130 0 08 Sep 2019
Unsupervised Construction of Knowledge Graphs From Text and Code Kun Cao James P. Fairbanks 118 10 0 25 Aug 2019
K-Nearest Neighbor Approximation Via the Friend-of-a-Friend Principle Jacob D. Baron R. Darling 148 11 0 20 Aug 2019
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer ClassificationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019 Xiaoyu Zhang Jingqing Zhang Kai Sun Xian Yang Chengliang Dai Wenhan Luo DRL 128 74 0 17 Aug 2019
Visualization of Very Large High-Dimensional Data Sets as Minimum Spanning TreesJournal of Cheminformatics (J Cheminform), 2019 Daniel Probst J. Reymond 262 228 0 16 Aug 2019
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded EmbeddingInternational Conference on Pattern Recognition (ICPR), 2019 Ryan McConville Raúl Santos-Rodríguez Robert Piechocki I. Craddock 376 122 0 16 Aug 2019
SenseBERT: Driving Some Sense into BERTAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 252 196 0 15 Aug 2019
Structuring Autoencoders Marco Rudolph Bastian Wandt Bodo Rosenhahn 195 30 0 07 Aug 2019
Stress-Plus-X (SPX) Graph LayoutInternational Symposium Graph Drawing and Network Visualization (GD), 2019 S. Devkota Abu Reyan Ahmed F. D. Luca Kate Isaacs Stephen Kobourov 155 18 0 04 Aug 2019
Kannada-MNIST: A new handwritten digits dataset for the Kannada language Vinay Uday Prabhu 159 56 0 03 Aug 2019
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning TasksMachine Learning in Health Care (MLHC), 2019 Bret A. Nestor Matthew B. A. McDermott Willie Boag G. Berner Tristan Naumann Michael C. Hughes Anna Goldenberg Marzyeh Ghassemi OOD 224 125 0 02 Aug 2019
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics Mark Weber Giacomo Domeniconi Jie Chen D. Weidele Claudio Bellei Tom Robinson C. E. Leiserson 236 384 0 31 Jul 2019
Charting the Right Manifold: Manifold Mixup for Few-shot LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Puneet Mangla M. Singh Abhishek Sinha Nupur Kumari V. Balasubramanian Balaji Krishnamurthy SSL 317 363 0 28 Jul 2019
Fairest of Them All: Establishing a Strong Baseline for Cross-Domain Person ReID Devinder Kumar P. Siva P. Marchwica A. Wong 187 19 0 28 Jul 2019
Towards Learning Universal, Regional, and Local Hydrological Behaviors via Machine-Learning Applied to Large-Sample DatasetsHydrology and Earth System Sciences (HESS), 2019 Frederik Kratzert D. Klotz Guy Shalev Günter Klambauer Sepp Hochreiter G. Nearing 226 697 0 19 Jul 2019
Federated Principal Component Analysis Andreas Grammenos R. Mendoza-Smith Jon Crowcroft Cecilia Mascolo FedML 229 11 0 18 Jul 2019
Improving the Projection of Global Structures in Data through Spanning Trees Daniel Alcaide J. Aerts 89 0 0 12 Jul 2019
Beyond Imitation: Generative and Variational Choreography via Machine LearningInternational Conference on Innovative Computing and Cloud Computing (ICCC), 2019 M. Pettee C. Shimmin Douglas Duhaime I. Vidrin DRL 121 24 0 11 Jul 2019
Latent ODEs for Irregularly-Sampled Time Series Yulia Rubanova Ricky T. Q. Chen David Duvenaud BDL AI4TS 725 296 0 08 Jul 2019
Learning a Behavioral Repertoire from Demonstrations Niels Justesen Miguel González Duque Daniel Cabarcas Jaramillo Jean-Baptiste Mouret S. Risi OffRL 111 2 0 05 Jul 2019