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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
Learning to recover orientations from projections in single-particle cryo-EM J. Banjac Laurène Donati M. Defferrard 3DV 14 2 0 13 Apr 2021
Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders Brendan Chambers James A. Evans MedIm 46 0 0 13 Apr 2021
Deep Recursive Embedding for High-Dimensional Data Zixia Zhou Yuanyuan Wang B. Lelieveldt Qian Tao 59 8 0 12 Apr 2021
Semi-supervised on-device neural network adaptation for remote and portable laser-induced breakdown spectroscopy K. Bhardwaj Maya Gokhale 24 8 0 08 Apr 2021
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers Moi Hoon Yap B. Cassidy Joseph M Pappachan C. O'Shea David Gillespie N. Reeves 56 51 0 07 Apr 2021
VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations Archit Rathore Sunipa Dev J. M. Phillips Vivek Srikumar Yan Zheng Chin-Chia Michael Yeh Junpeng Wang Wei Zhang Bei Wang 80 11 0 06 Apr 2021
Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks J. Schreurs Hannes De Meulemeester Michaël Fanuel B. De Moor Johan A. K. Suykens GAN 49 0 0 06 Apr 2021
Trusted Artificial Intelligence: Towards Certification of Machine Learning Applications P. M. Winter Sebastian K. Eder J. Weissenbock Christoph Schwald Thomas Doms Tom Vogt Sepp Hochreiter Bernhard Nessler 113 25 0 31 Mar 2021
E-GraphSAGE: A Graph Neural Network based Intrusion Detection System for IoT Wai Weng Lo S. Layeghy Mohanad Sarhan M. Gallagher Marius Portmann 99 209 0 30 Mar 2021
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders Jiwoong Park Junho Cho H. Chang J. Choi SSL 71 23 0 30 Mar 2021
Federated Learning with Taskonomy for Non-IID Data Hadi Jamali Rad Mohammad Abdizadeh Anuj Singh FedML 105 55 0 29 Mar 2021
Situated Case Studies for a Human-Centered Design of Explanation User Interfaces Claudia Muller-Birn Katrin Glinka Peter Sorries Michael Tebbe S. Michl 27 2 0 29 Mar 2021
On UMAP's true loss function Sebastian Damrich Fred Hamprecht 78 40 0 26 Mar 2021
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels Evgenii Zheltonozhskii Chaim Baskin A. Mendelson A. Bronstein Or Litany SSL 103 94 0 25 Mar 2021
Addressing catastrophic forgetting for medical domain expansion Sharut Gupta Praveer Singh Ken Chang Liangqiong Qu M. Aggarwal ... J. Patel Charles Lu Christopher P. Bridge D. Rubin Jayashree Kalpathy-Cramer OOD 84 16 0 24 Mar 2021
Forest Fire Clustering for Single-cell Sequencing with Iterative Label Propagation and Parallelized Monte Carlo Simulation Zhanlin Chen Jeremy Goldwasser Philip Tuckman Jason Liu Jing Zhang M. Gerstein 38 12 0 22 Mar 2021
Measuring and modeling the motor system with machine learning Sébastien B Hausmann Alessandro Marin Vargas Alexander Mathis Mackenzie W. Mathis 93 51 0 22 Mar 2021
Learning physical properties of anomalous random walks using graph neural networks Hippolyte Verdier M. Duval François Laurent Alhassan Cassé Christian L. Vestergaard Jean-Baptiste Masson 71 25 0 22 Mar 2021
#PraCegoVer: A Large Dataset for Image Captioning in Portuguese G. O. D. Santos Esther Luna Colombini Sandra Avila 116 11 0 21 Mar 2021
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Cynthia Rudin Chaofan Chen Zhi Chen Haiyang Huang Lesia Semenova Chudi Zhong FaML AI4CE LRM 251 678 0 20 Mar 2021
Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles G. Cantareira R. Mello F. Paulovich AAML 57 9 0 18 Mar 2021
Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset Adrianna Janik J. Dodd Georgiana Ifrim Kris Sankaran Kathleen M. Curran 69 27 0 15 Mar 2021
Intermittent control as a model of mouse movements J. A. Martin H. Gollee Jorg Muller R. Murray-Smith 37 17 0 15 Mar 2021
Visualizing Data Velocity using DSNE Songting Shi 21 0 0 15 Mar 2021
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Kwanghee Choi Minyoung Choe Hyelee Lee SSL AI4CE 50 1 0 15 Mar 2021
Characterizing Partisan Political Narrative Frameworks about COVID-19 on Twitter Elise Jing Yong-Yeol Ahn 65 30 0 11 Mar 2021
Modern Dimension Reduction Philip D. Waggoner DRL 35 14 0 11 Mar 2021
A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks Xiang Wang Xiaoyong Li Junxing Zhu Zichen Xu Kaijun Ren Weiming Zhang Xinwang Liu Kui Yu 54 5 0 10 Mar 2021
Topology Applied to Machine Learning: From Global to Local Henry Adams Michael Moy AI4CE 38 21 0 10 Mar 2021
Explaining dimensionality reduction results using Shapley values Wilson E. Marcílio-Jr D. M. Eler FAtt 43 34 0 09 Mar 2021
Behavior-Driven Synthesis of Human Dynamics A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer 79 14 0 08 Mar 2021
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces G. Tsialiamanis Charilaos Mylonas Eleni Chatzi N. Dervilis David J. Wagg Keith Worden 61 41 0 05 Mar 2021
Clusterplot: High-dimensional Cluster Visualization Or Malkai Min Lu Daniel Cohen-Or 22 2 0 04 Mar 2021
On Information (pseudo) Metric P. Baudot 15 0 0 02 Mar 2021
Factoring out prior knowledge from low-dimensional embeddings Edith Heiter Jonas Fischer Jilles Vreeken 35 1 0 02 Mar 2021
Learning disentangled representations via product manifold projection Marco Fumero Luca Cosmo Simone Melzi Emanuele Rodolà CoGe DRL 85 23 0 02 Mar 2021
Assessing deep learning methods for the identification of kidney stones in endoscopic images F. Lopez-Tiro Andres Varela O. Hinojosa M. Mendez D. Trinh ... Jacques Hubert V. Estrade Miguel Gonzalez Gilberto Ochoa-Ruiz Christian Daul 35 38 0 01 Mar 2021
GestureMap: Supporting Visual Analytics and Quantitative Analysis of Motion Elicitation Data by Learning 2D Embeddings Hai Dang Daniel Buschek 39 6 0 01 Mar 2021
Expert Decision Support System for aeroacoustic source type identification using clustering Armin Goudarzi C. Spehr Steffen Herbold 45 5 0 27 Feb 2021
t-SNE, Forceful Colorings and Mean Field Limits Yulan Zhang Stefan Steinerberger 68 12 0 25 Feb 2021
Learning to Generate Wasserstein Barycenters Julien Lacombe Julie Digne Nicolas Courty Nicolas Bonneel 61 12 0 24 Feb 2021
Modeling Multi-Destination Trips with Sketch-Based Model Michal Daniluk Barbara Rychalska Konrad Goluchowski Jacek Dkabrowski 26 5 0 22 Feb 2021
Computationally Efficient Learning of Statistical Manifolds Fan Cheng Anastasios Panagiotelis Rob J. Hyndman 27 1 0 22 Feb 2021
Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction Ayaan Haque V. Reddi Tyler Giallanza NoLa 59 60 0 18 Feb 2021
Learning Invariant Representation of Tasks for Robust Surgical State Estimation Yidan Qin M. Allan Yisong Yue J. W. Burdick M. Azizian OOD 41 8 0 18 Feb 2021
NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation M. Amgad Lamees A. Atteya Hagar Hussein K. Mohammed Ehab Hafiz ... Critical Care David Manthey Atlanta D. Neurology Lurie Cancer Center 87 75 0 18 Feb 2021
Evaluating Node Embeddings of Complex Networks Arash Dehghan-Kooshkghazi Bogumil Kamiñski Lukasz Kraiñski P. Prałat F. Théberge GNN 48 19 0 16 Feb 2021
Unsupervised Ground Metric Learning using Wasserstein Singular Vectors Geert-Jan Huizing Laura Cantini Gabriel Peyré SSL OT 51 6 0 11 Feb 2021
Visualizing hierarchies in scRNA-seq data using a density tree-biased autoencoder Q. Garrido Sebastian Damrich Alexander Jäger Dario Cerletti Manfred Claassen Laurent Najman Fred Hamprecht 57 5 0 11 Feb 2021
Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning Giuseppe Ruggiero Enrico Zovato Luigi Di Caro V. Pollet DiffM 63 10 0 10 Feb 2021