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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
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI Juexiao Zhou Longxi Zhou Di Wang Xiaopeng Xu Haoyang Li Yuetan Chu Wenkai Han Xin Gao 85 21 0 20 Feb 2023
Persian topic detection based on Human Word association and graph embedding Mehrdad Ranjbar-Khadivi Shahin Akbarpour M. Feizi-Derakhshi B. Anari 106 2 0 20 Feb 2023
Graphical Dirichlet Process for Clustering Non-Exchangeable Grouped Data Arhit Chakrabarti Yang Ni Ellen Ruth A. Morris Michael L Salinas R. Chapkin Bani Mallick 52 1 0 17 Feb 2023
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features Diederick Vermetten Hao Wang Kevin Sim E. Hart 55 8 0 17 Feb 2023
Unsupervised classification to improve the quality of a bird song recording dataset Félix Michaud J. Sueur Maxime LE Cesne S. Haupert 55 32 0 15 Feb 2023
Mixed Multi-Model Semantic Interaction for Graph-based Narrative Visualizations Brian Felipe Keith Norambuena Tanushree Mitra Chris North 25 9 0 13 Feb 2023
DeepVATS: Deep Visual Analytics for Time Series V. Rodríguez-Fernández David Montalvo F. Piccialli Grzegorz J. Nalepa David Camacho AI4TS 55 7 0 08 Feb 2023
Explainable Action Prediction through Self-Supervision on Scene Graphs Pawit Kochakarn D. Martini Daniel Omeiza Lars Kunze SSL 97 11 0 07 Feb 2023
Population-size-Aware Policy Optimization for Mean-Field Games Pengdeng Li Xinrun Wang Shuxin Li Hau Chan Bo An 62 2 0 07 Feb 2023
Machine Learning Benchmarks for the Classification of Equivalent Circuit Models from Electrochemical Impedance Spectra Joachim Schaeffer Paul Gasper E. Garcia-Tamayo Raymond Gasper Masaki Adachi ... Andrew Schiek Rhys Goodal R. Findeisen R. D. Braatz Simon Engelke 50 25 0 07 Feb 2023
LAVA: Granular Neuron-Level Explainable AI for Alzheimer's Disease Assessment from Fundus Images Nooshin Yousefzadeh Charlie Tran Adolfo Ramirez-Zamora Jinghua Chen R. Fang My T. Thai 47 1 0 06 Feb 2023
Hatemongers ride on echo chambers to escalate hate speech diffusion Vasu Goel Dhruv Sahnan Subhabrata Dutta Anil Bandhakavi Tanmoy Chakraborty 49 13 0 05 Feb 2023
Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach Tanwi Mallick Joshua Bergerson Duane R. Verner John K Hutchison L. Levy Prasanna Balaprakash 67 4 0 03 Feb 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 127 6 0 03 Feb 2023
Density peak clustering using tensor network Xiaoxi Shi Y. Shang 54 1 0 01 Feb 2023
Learning Topology-Preserving Data Representations I. Trofimov D. Cherniavskii Eduard Tulchinskii Nikita Balabin Evgeny Burnaev S. Barannikov 103 23 0 31 Jan 2023
Preserving local densities in low-dimensional embeddings Jonas Fischer R. Burkholz Jilles Vreeken 49 3 0 31 Jan 2023
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images R. M. S. Bashir Talha Qaiser S. Raza Nasir M. Rajpoot 62 14 0 30 Jan 2023
Representation biases in sentence transformers Dmitry Nikolaev Sebastian Padó 63 8 0 30 Jan 2023
Preserving Fairness in AI under Domain Shift Serban Stan Mohammad Rostami 70 2 0 29 Jan 2023
Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data Mengxi Wu Mohammad Rostami AI4CE 86 3 0 29 Jan 2023
SOBER: Highly Parallel Bayesian Optimization and Bayesian Quadrature over Discrete and Mixed Spaces Masaki Adachi Satoshi Hayakawa Saad Hamid Martin Jørgensen Harald Oberhauser Michael A. Osborne 88 7 0 27 Jan 2023
SparCA: Sparse Compressed Agglomeration for Feature Extraction and Dimensionality Reduction L. Barnard Farwa Ali Hugo Botha David T. Jones 31 0 0 26 Jan 2023
Visual Ensemble Analysis of Fluid Flow in Porous Media across Simulation Codes and Experiment Ruben Bauer Quynh Quang Ngo G. Reina S. Frey B. Flemisch H. Hauser T. Ertl Michael Sedlmair 21 2 0 26 Jan 2023
Deep Generative Neural Embeddings for High Dimensional Data Visualization H. Yerebakan G. Hermosillo MDE 40 0 0 25 Jan 2023
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs Niels van der Heijden Ekaterina Shutova H. Yannakoudakis 97 0 0 25 Jan 2023
Unifying Synergies between Self-supervised Learning and Dynamic Computation Tarun Krishna Ayush K. Rai Alexandru Drimbarean Eric Arazo Paul Albert Alan F. Smeaton Kevin McGuinness Noel E. O'Connor 89 0 0 22 Jan 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey Michael Perez Corey Toler-Franklin MedIm 75 15 0 15 Jan 2023
Segmenting thalamic nuclei from manifold projections of multi-contrast MRI Chang Yan Muhan Shao Zhangxing Bian Anqi Feng Yuan Xue J. Zhuo R. Gullapalli A. Carass Jerry L. Prince 41 5 0 15 Jan 2023
Efficient Activation Function Optimization through Surrogate Modeling G. Bingham Risto Miikkulainen 92 2 0 13 Jan 2023
RxRx1: A Dataset for Evaluating Experimental Batch Correction Methods Maciej Sypetkowski Morteza Rezanejad Saber Saberian Oren Z. Kraus John Urbanik ... Mason L. Victors J. Yosinski A. R. Sereshkeh I. Haque Berton Earnshaw 98 38 0 13 Jan 2023
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History Stefanie Schneider Ricarda Vollmer 3DH 76 5 0 12 Jan 2023
Universal Detection of Backdoor Attacks via Density-based Clustering and Centroids Analysis Wei Guo B. Tondi Mauro Barni AAML 65 9 0 11 Jan 2023
Fast conformational clustering of extensive molecular dynamics simulation data Simon Hunkler K. Diederichs O. Kukharenko Christine Peter 63 9 0 11 Jan 2023
KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study Omar Elnaggar Roselina Arelhi Frans Coenen A. Hopkinson L. Mason Paolo Paoletti 54 0 0 04 Jan 2023
Average Is Not Enough: Caveats of Multilingual Evaluation Matúš Pikuliak Marian Simko 78 4 0 03 Jan 2023
ClusTop: An unsupervised and integrated text clustering and topic extraction framework Zhong-Zhi Chen Chenghu Mi Siwei Duo Jingfei He Yatong Zhou 60 2 0 03 Jan 2023
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction Jorge Quesada Lakshmi Sathidevi Ran Liu Nauman Ahad Joy M. Jackson ... Matthew Y Jin Carolina Urzay William R. Gray Roncal Erik C. Johnson Eva L. Dyer 207 4 0 01 Jan 2023
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer Evelyn A. Stump Francesco Luzi L. Collins Jordan M. Malof 88 1 0 24 Dec 2022
Rule Learning by Modularity Albert Nössig Tobias Hell Georg Moser 50 1 0 23 Dec 2022
EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset) Haoran Wang Yan Zhu W. Qin Yizhe Zhang Pinghong Zhou Quanlin Li Shuo Wang Zhijian Song 74 2 0 23 Dec 2022
Data-Centric Artificial Intelligence Johannes Jakubik Michael Vossing Niklas Kühl J. Walk G. Satzger GNN 69 51 0 22 Dec 2022
Robust Meta-Representation Learning via Global Label Inference and Classification Ruohan Wang Isak Falk Massimiliano Pontil C. Ciliberto 111 3 0 22 Dec 2022
Metadata-guided Consistency Learning for High Content Images Johan Fredin Haslum Christos Matsoukas Karl‐Johan Leuchowius Erik Mullers Kevin Smith 60 8 0 22 Dec 2022
Accelerating Barnes-Hut t-SNE Algorithm by Efficient Parallelization on Multi-Core CPUs Narendra Chaudhary Alexander Pivovar Pavel Yakovlev Andrey Gorshkov Sanchit Misra 30 0 0 22 Dec 2022
Data Curation Alone Can Stabilize In-context Learning Ting-Yun Chang Robin Jia 80 54 0 20 Dec 2022
Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class Anton Thielmann Christoph Weisser Benjamin Säfken 61 3 0 19 Dec 2022
Prediction of Auto Insurance Risk Based on t-SNE Dimensionality Reduction J. Levitas Konstantin Yavilberg O. Korol Genadi Man 13 0 0 19 Dec 2022
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 102 407 0 19 Dec 2022
A Layered Architecture for Universal Causality Sridhar Mahadevan AI4CE 55 0 0 18 Dec 2022