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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
Individual health-disease phase diagrams for disease prevention based on machine learning Kazuki Nakamura Eiichiro Uchino Noriaki Sato Ayano Araki Kei Terayama ... K. Murashita Ken Itoh Tatsuya Mikami Yoshinori Tamada Yasushi Okuno AI4CE 16 7 0 31 May 2022
CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement Can Zhang G. Lee 93 3 0 26 May 2022
Urban Rhapsody: Large-scale exploration of urban soundscapes Joao Rulff Fabio Miranda Maryam Hosseini Marcos Lage M. Cartwright Graham Dove J. P. Bello Claudio T. Silva 82 8 0 25 May 2022
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers Bin Ren Yahui Liu Yue Song Wei Bi Rita Cucchiara N. Sebe Wei Wang 122 28 0 25 May 2022
Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning H. Ochiai Yuwei Sun Qingzhe Jin Nattanon Wongwiwatchai Hiroshi Esaki 64 23 0 24 May 2022
Artificial intelligence for topic modelling in Hindu philosophy: mapping themes between the Upanishads and the Bhagavad Gita Rohitash Chandra Mukul Ranjan AI4CE 58 13 0 23 May 2022
Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies Omar Elnaggar Frans Coenen A. Hopkinson L. Mason Paolo Paoletti 66 1 0 22 May 2022
Tackling Provably Hard Representative Selection via Graph Neural Networks Seyed Mehran Kazemi Anton Tsitsulin Hossein Esfandiari M. Bateni Deepak Ramachandran Bryan Perozzi Vahab Mirrokni 127 3 0 20 May 2022
Manifold-aligned Neighbor Embedding Mohammad Tariqul Islam Jason W. Fleischer 37 6 0 19 May 2022
Single-cell Subcellular Protein Localisation Using Novel Ensembles of Diverse Deep Architectures S. Husain Eng-Jon Ong D. Minskiy Mikel Bober-Irizar A. Irizar M. Bober 38 5 0 19 May 2022
Topic Segmentation of Research Article Collections Erion cCano Benjamin Roth 53 1 0 18 May 2022
Financial Time Series Data Augmentation with Generative Adversarial Networks and Extended Intertemporal Return Plots Justin Hellermann Qinzhuan Qian Ankit Shah AI4TS 59 1 0 18 May 2022
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision Alexander Bartler Florian Bender Felix Wiewel B. Yang TTA 83 9 0 18 May 2022
Accurate Machine Learned Quantum-Mechanical Force Fields for Biomolecular Simulations Oliver T. Unke M. Stohr Stefan Ganscha Thomas Unterthiner Hartmut Maennel ... Daniel Ahlin M. Gastegger L. M. Sandonas A. Tkatchenko Klaus-Robert Muller AI4CE 70 18 0 17 May 2022
Taming Continuous Posteriors for Latent Variational Dialogue Policies Marin Vlastelica P. Ernst Gyuri Szarvas BDL OffRL 73 1 0 16 May 2022
Wasserstein t-SNE Fynn Bachmann Philipp Hennig Dmitry Kobak 57 2 0 16 May 2022
Manifold Characteristics That Predict Downstream Task Performance Ruan van der Merwe Gregory Newman E. Barnard AAML 44 1 0 16 May 2022
SystemMatch: optimizing preclinical drug models to human clinical outcomes via generative latent-space matching Scott A. Gigante Varsha Raghavan A. M. Robinson Robert A. Barton Adeeb H. Rahman Drausin Wulsin J. Banchereau Noam Solomon L. Voloch F. Theis 20 1 0 14 May 2022
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps Donald Bertucci M. Hamid Yashwanthi Anand Anita Ruangrotsakun Delyar Tabatabai Melissa Perez Minsuk Kahng 82 30 0 14 May 2022
Algebraic Machine Learning with an Application to Chemistry Ezzeddine El Sai Parker Gara M. Pflaum 18 0 0 11 May 2022
User Guide for KOTE: Korean Online Comments Emotions Dataset Duyoung Jeon Junho Lee Cheongtag Kim 58 0 0 11 May 2022
Sibylvariant Transformations for Robust Text Classification Fabrice Harel-Canada Muhammad Ali Gulzar Nanyun Peng Miryung Kim AAML VLM 78 4 0 10 May 2022
Improved Evaluation and Generation of Grid Layouts using Distance Preservation Quality and Linear Assignment Sorting Kai Uwe Barthel Nico Hezel Klaus Jung Konstantin Schall 113 14 0 09 May 2022
N-ACT: An Interpretable Deep Learning Model for Automatic Cell Type and Salient Gene Identification Abbas-Ali Heydari Oscar A. Davalos K. Hoyer Suzanne S. Sindi 58 2 0 08 May 2022
Towards a Progression-Aware Autonomous Dialogue Agent Abraham Sanders T. Strzalkowski Mei Si Albert Ling Sheng Chang D. Dey J. Braasch Usa LLMAG 69 8 0 07 May 2022
Putting Density Functional Theory to the Test in Machine-Learning-Accelerated Materials Discovery Chenru Duan Fan Liu Aditya Nandy Heather J. Kulik AI4CE 39 34 0 06 May 2022
Development of Interpretable Machine Learning Models to Detect Arrhythmia based on ECG Data Shourya Verma FAtt 60 3 0 05 May 2022
Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through InSearch Songheng Zhang Yuanbo Wang Haotian Li Wanyu Zhang 13 1 0 04 May 2022
Real-Time Streaming and Event-driven Control of Scientific Experiments Jakob R. Elias Ryan Chard Maksim Levental Zhengchun Liu Ian Foster Santanu Chaudhuri AI4CE 27 1 0 03 May 2022
On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification M. Mendez-Ruiz F. Lopez-Tiro Jonathan El Beze V. Estrade Gilberto Ochoa-Ruiz Jacques Hubert Andres Mendez-Vazquez Christian Daul OOD 40 8 0 02 May 2022
Attention-wise masked graph contrastive learning for predicting molecular property Hui Liu Yibiao Huang Xuejun Liu L. Deng 66 34 0 02 May 2022
Uniform Manifold Approximation with Two-phase Optimization Hyeon Jeon Hyung-Kwon Ko S. Lee Jaemin Jo Jinwook Seo 109 15 0 01 May 2022
Topological Data Analysis in Time Series: Temporal Filtration and Application to Single-Cell Genomics Baihan Lin AI4TS 56 7 0 29 Apr 2022
A Spiral into the Mind: Gaze Spiral Visualization for Mobile Eye Tracking Maurice Koch Daniel Weiskopf K. Kurzhals 39 6 0 28 Apr 2022
SCGC : Self-Supervised Contrastive Graph Clustering Gayan K. Kulatilleke Marius Portmann Shekhar S. Chandra 100 10 0 27 Apr 2022
Low-dimensional representation of infant and adult vocalization acoustics Silvia Pagliarini Sara Schneider Christopher T. Kello A. Warlaumont 23 2 0 25 Apr 2022
Mapping Research Trajectories Bastian Schafermeier Gerd Stumme Tom Hanika 50 0 0 25 Apr 2022
Reduction of detection limit and quantification uncertainty due to interferent by neural classification with abstention A. Hagen K. Jarman Jesse D. Ward G. Eiden C. Barinaga E. Mace C. Aalseth Anthony J. Carado 20 1 0 22 Apr 2022
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics Zihan Zhang Meng Fang Ling-Hao Chen Mohammad-Reza Namazi-Rad 59 70 0 21 Apr 2022
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological Pretraining Di Wu Siyuan Li Jie Yang Mohamad Sawan SSL 76 16 0 20 Apr 2022
On the Representation Collapse of Sparse Mixture of Experts Zewen Chi Li Dong Shaohan Huang Damai Dai Shuming Ma ... Payal Bajaj Xia Song Xian-Ling Mao Heyan Huang Furu Wei MoMe MoE 117 106 0 20 Apr 2022
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge Ashwani Tanwar Jingqing Zhang Julia Ive Vibhor Gupta Yike Guo 76 3 0 19 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip Torr René Ranftl Stephan R. Richter 62 6 0 18 Apr 2022
A dynamical systems based framework for dimension reduction Ryeongkyung Yoon Braxton Osting 44 2 0 18 Apr 2022
Detection of Small Holes by the Scale-Invariant Robust Density-Aware Distance (RDAD) Filtration Chunyin Siu G. Samorodnitsky Chao Yu An-Yang Yao 49 2 0 16 Apr 2022
Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology J. Dolezal Andrew Srisuwananukorn D. Karpeyev S. Ramesh S. Kochanny ... Jefree J. Schulte E. Vokes M. Garassino A. Husain A. Pearson OOD 146 97 0 09 Apr 2022
ChildCI Framework: Analysis of Motor and Cognitive Development in Children-Computer Interaction for Age Detection Juan-Carlos Ruiz-Garcia Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Jaime Herreros-Rodriguez 60 6 0 08 Apr 2022
Visualizing Deep Neural Networks with Topographic Activation Maps A. Krug Raihan Kabir Ratul Christopher Olson Sebastian Stober FAtt AI4CE 86 4 0 07 Apr 2022
BERTuit: Understanding Spanish language in Twitter through a native transformer Javier Huertas-Tato Alejandro Martín David Camacho 49 9 0 07 Apr 2022
Open-Source Tools for Behavioral Video Analysis: Setup, Methods, and Development Kevin Luxem Jennifer J. Sun S. P. Bradley K. Krishnan Eric A. Yttri Jan Zimmermann Talmo D. Pereira M. Laubach 79 36 0 06 Apr 2022