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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
Persona2vec: A Flexible Multi-role Representations Learning Framework for Graphs Jisung Yoon Kai-Cheng Yang Woo-Sung Jung Yong-Yeol Ahn GNN 35 5 0 04 Jun 2020
Generalized Penalty for Circular Coordinate Representation Hengrui Luo Alice Patania Jisu Kim Mikael Vejdemo-Johansson 45 10 0 03 Jun 2020
Automated Neuron Shape Analysis from Electron Microscopy S. Seshamani L. Elabbady C. Schneider-Mizell G. Mahalingam Sven Dorkenwald ... R. Lu Jinpeng Wu N. daCosta Clay Reid F. Collman 16 5 0 29 May 2020
Machine learning methods to detect money laundering in the Bitcoin blockchain in the presence of label scarcity Joana Lorenz Maria Inês Silva David Oliveira Aparício João Tiago Ascensão P. Bizarro 56 107 0 29 May 2020
Improving Community Resiliency and Emergency Response With Artificial Intelligence Ben Ortiz Laura H. Kahn Marc Bosch P. Bogden Viveca Pavon-Harr O. Savas I. Mcculloh 15 8 0 28 May 2020
Revealing consensus and dissensus between network partitions Tiago P. Peixoto 86 41 0 28 May 2020
An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images Jonas Wurst Alberto Fernández M. Botsch Wolfgang Utschick 24 2 0 27 May 2020
$PaccMann$^{RL}$ on SARS-CoV-2: Designing antiviral candidates with conditional generative models$ PaccMann $^{RL}$ on SARS-CoV-2: Designing antiviral candidates with conditional generative models Jannis Born Matteo Manica Joris Cadow Greta Markert N. Mill Modestas Filipavicius María Rodríguez Martínez 67 4 0 27 May 2020
Triplet-Based Wireless Channel Charting: Architecture and Experiments Paul Ferrand Alexis Decurninge L. G. Ordóñez M. Guillaud 88 38 0 25 May 2020
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator Siamak Zamani Dadaneh Shahin Boluki Mingzhang Yin Mingyuan Zhou Xiaoning Qian BDL DRL 41 22 0 21 May 2020
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy Natalia Shepeleva Werner Zellinger Michal Lewandowski Bernhard A. Moser 37 3 0 20 May 2020
Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized Turkey Ammar Rashed Mucahid Kutlu Kareem Darwish Tamer Elsayed Cansin Bayrak 79 53 0 19 May 2020
Efficient Image Gallery Representations at Scale Through Multi-Task Learning Benjamin Gutelman Pavel Levin 22 3 0 18 May 2020
The Missing Path: Analysing Incompleteness in Knowledge Graphs Marie Destandau Jean-Daniel Fekete 6 1 0 16 May 2020
FiberStars: Visual Comparison of Diffusion Tractography Data between Multiple Subjects Loraine Franke D. Weidele Fan Zhang Suheyla Cetin Karayumak Steve Pieper L. O’Donnell Yogesh Rathi D. Haehn 6 6 0 16 May 2020
Geodesics in fibered latent spaces: A geometric approach to learning correspondences between conditions Tariq Daouda Reda Chhaibi Prudencio Tossou A. Villani 49 2 0 16 May 2020
Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study Milad Sikaroudi Amir Safarpoor Benyamin Ghojogh Sobhan Shafiei Mark Crowley H. R. Tizhoosh SSL OOD 34 10 0 10 May 2020
Exploratory Analysis of Covid-19 Tweets using Topic Modeling, UMAP, and DiGraphs Catherine Ordun S. Purushotham Edward Raff 58 109 0 06 May 2020
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics Angelos Chatzimparmpas Rafael M. Martins Kostiantyn Kucher Andreas Kerren DiffM BDL 115 79 0 04 May 2020
An Information-theoretic Visual Analysis Framework for Convolutional Neural Networks Jingyi Shen Han-Wei Shen FAtt HAI 15 1 0 02 May 2020
A Generic Framework and Library for Exploration of Small Multiples through Interactive Piling Fritz Lekschas Xinyi Zhou Wei Chen Nils Gehlenborg Benjamin Bach Hanspeter Pfister 51 24 0 01 May 2020
EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control Christian Marzahl Marc Aubreville C. Bertram Jennifer K. Maier Christian Bergler Christine Kröger J. Voigt Katharina Breininger R. Klopfleisch Andreas Maier 59 33 0 30 Apr 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations Julian Michael Jan A. Botha Ian Tenney 67 43 0 29 Apr 2020
A Disentangling Invertible Interpretation Network for Explaining Latent Representations Patrick Esser Robin Rombach Bjorn Ommer 62 88 0 27 Apr 2020
From Theory to Behaviour: Towards a General Model of Engagement Valerio Bonometti Charles Ringer Mathieu J. Ruiz Alex R. Wade Anders Drachen AI4CE 28 4 0 27 Apr 2020
Target specific mining of COVID-19 scholarly articles using one-class approach S. K. Sonbhadra Sonali Agarwal P. Nagabhushan OOD 69 43 0 24 Apr 2020
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 103 45 0 23 Apr 2020
Drug-Drug Interaction Prediction with Wasserstein Adversarial Autoencoder-based Knowledge Graph Embeddings Yuanfei Dai Chenhao Guo Wenzhong Guo Carsten Eickhoff BDL 41 2 0 15 Apr 2020
Understanding Aesthetic Evaluation using Deep Learning Jon McCormack Andy Lomas EGVM 42 20 0 15 Apr 2020
Melanoma Detection using Adversarial Training and Deep Transfer Learning H. Zunair Benourida Hamza GAN MedIm 100 89 0 14 Apr 2020
Learning a low dimensional manifold of real cancer tissue with PathologyGAN A. Quiros R. Murray-Smith Ke-Fei Yuan GAN MedIm 46 9 0 13 Apr 2020
MRQy: An Open-Source Tool for Quality Control of MR Imaging Data A. Sadri A. Janowczyk Ren-jian Zou R. Verma Niha G. Beig J. Antunes A. Madabhushi Pallavi Tiwari S. Viswanath 69 53 0 10 Apr 2020
Nonlinear Dimensionality Reduction for Data Visualization: An Unsupervised Fuzzy Rule-based Approach Suchismita Das Nikhil Pal 16 8 0 08 Apr 2020
A Few Topical Tweets are Enough for Effective User-Level Stance Detection Younes Samih Kareem Darwish 29 7 0 07 Apr 2020
Learning from Imperfect Annotations Emmanouil Antonios Platanios Maruan Al-Shedivat Eric Xing Tom Michael Mitchell 73 14 0 07 Apr 2020
How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents Richard Meyes Moritz Schneider Tobias Meisen 55 2 0 07 Apr 2020
Embedding Java Classes with code2vec: Improvements from Variable Obfuscation Rhys Compton E. Frank Panos Patros Abigail M. Y. Koay 65 64 0 06 Apr 2020
Continuous Histogram Loss: Beyond Neural Similarity Artem Zholus E. Putin 23 2 0 06 Apr 2020
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks Benyamin Ghojogh Milad Sikaroudi Sobhan Shafiei H. R. Tizhoosh Fakhri Karray Mark Crowley 51 28 0 05 Apr 2020
Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations Richard Meyes Constantin Waubert de Puiseau Andres Felipe Posada-Moreno Tobias Meisen AI4CE 78 22 0 02 Apr 2020
Zero-shot and few-shot time series forecasting with ordinal regression recurrent neural networks Bernardo Pérez Orozco Stephen J. Roberts AI4TS 165 10 0 26 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 182 123 0 26 Mar 2020
Semi-supervised Contrastive Learning Using Partial Label Information Colin B. Hansen V. Nath Diego A. Mesa Yuankai Huo Bennett A. Landman Thomas A. Lasko SSL 32 0 0 17 Mar 2020
ActiLabel: A Combinatorial Transfer Learning Framework for Activity Recognition Parastoo Alinia Seyed Iman Mirzadeh H. Ghasemzadeh 56 9 0 16 Mar 2020
Hierarchical Models: Intrinsic Separability in High Dimensions Wen-Yan Lin 21 0 0 15 Mar 2020
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale Isotta Landi B. Glicksberg Hao-Chih Lee S. Cherng Giulia Landi M. Danieletto J. Dudley Cesare Furlanello Riccardo Miotto 92 157 0 14 Mar 2020
Longevity Associated Geometry Identified in Satellite Images: Sidewalks, Driveways and Hiking Trails Joshua J. Levy Rebecca M. Lebeaux A. Hoen B. Christensen L. Vaickus T. A. MacKenzie 32 1 0 05 Mar 2020
Cartolabe: A Web-Based Scalable Visualization of Large Document Collections Philippe Caillou Jonas Renault Jean-Daniel Fekete Anne-Catherine Letournel Sebag Michèle 39 16 0 02 Mar 2020
Statistical power for cluster analysis Edwin S. Dalmaijer Camilla L. Nord D. Astle 40 299 0 01 Mar 2020
Entangled Watermarks as a Defense against Model Extraction Hengrui Jia Christopher A. Choquette-Choo Varun Chandrasekaran Nicolas Papernot WaLM AAML 96 222 0 27 Feb 2020