UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

50 / 667 papers shown

Title
Transductive Decoupled Variational Inference for Few-Shot Classification Ashutosh Kumar Singh Hadi Jamali Rad BDL VLM 43 17 0 22 Aug 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 28 6 0 22 Aug 2022
Is Medieval Distant Viewing Possible? : Extending and Enriching Annotation of Legacy Image Collections using Visual Analytics C. Meinecke Estelle Guéville D. Wrisley Stefan Jänicke 35 4 0 20 Aug 2022
SPOT: Knowledge-Enhanced Language Representations for Information Extraction Jiacheng Li Yannis Katsis Tyler Baldwin Ho-Cheol Kim Andrew Bartko Julian McAuley Chun-Nan Hsu 30 15 0 20 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 32 9 0 17 Aug 2022
Maintaining Performance with Less Data Dominic Sanderson Tatiana Kalgonova 33 1 0 03 Aug 2022
Unsupervised machine learning framework for discriminating major variants of concern during COVID-19 M. Kang Chaarvi Bansal S. Vasan Tom Blau Vinti Agarwal Pranjal Singh Laurence O. W. Wilson Rohitash Chandra 37 6 0 01 Aug 2022
RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration Qiangqiang Liu Yukun Ren Zhihua Zhu Dai Li Xiaojuan Ma Quan Li 17 5 0 01 Aug 2022
Beyond kNN: Adaptive, Sparse Neighborhood Graphs via Optimal Transport Tetsuya Matsumoto Stephen X. Zhang Geoffrey Schiebinger 27 5 0 01 Aug 2022
Reweighted Manifold Learning of Collective Variables from Enhanced Sampling Simulations J. Rydzewski Ming Chen Tushar K. Ghosh O. Valsson 33 15 0 29 Jul 2022
Representation Learning of Image Schema Fajrian Yunus Chloé Clavel Catherine Pelachaud OCL 13 0 0 17 Jul 2022
Natural language processing for clusterization of genes according to their functions Vladislav Dordiuk E. Demicheva Fernando Polanco Espino K. Ushenin 19 1 0 17 Jul 2022
Contrastive Adapters for Foundation Model Group Robustness Michael Zhang Christopher Ré VLM 18 62 0 14 Jul 2022
Gradual Domain Adaptation without Indexed Intermediate Domains Hong-You Chen Wei-Lun Chao CLL 57 40 0 11 Jul 2022
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications Mirac Suzgun Luke Melas-Kyriazi Suproteem K. Sarkar S. Kominers Stuart M. Shieber 46 27 0 08 Jul 2022
UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection Z. Zang Yongjie Xu Linyan Lu Yu Geng Senqiao Yang Stan Z. Li 30 12 0 08 Jul 2022
SC2EGSet: StarCraft II Esport Replay and Game-state Dataset A. Białecki N. Jakubowska P. Dobrowolski P. Białecki Leszek Krupiñski Andrzej Szczap R. Białecki Jan Gajewski 33 10 0 07 Jul 2022
DLME: Deep Local-flatness Manifold Embedding Z. Zang Siyuan Li Di Wu Ge Wang Lei Shang Baigui Sun Haoyang Li Stan Z. Li 31 24 0 07 Jul 2022
Semi-unsupervised Learning for Time Series Classification Padraig Davidson M. Steininger A. Huhn Anna Krause Andreas Hotho 28 1 0 07 Jul 2022
On The Universality of Diagrams for Causal Inference and The Causal Reproducing Property Sridhar Mahadevan 19 5 0 06 Jul 2022
Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification Raheleh Salehi Ario Sadafi A. Gruber P. Lienemann Nassir Navab Shadi Albarqouni Carsten Marr 20 13 0 01 Jul 2022
Studying the impact of magnitude pruning on contrastive learning methods Francesco Corti R. Entezari Sara Hooker D. Bacciu O. Saukh 11 5 0 01 Jul 2022
Neural Integro-Differential Equations E. Zappala Antonio H. O. Fonseca A. Moberly M. Higley C. Abdallah Jessica A. Cardin David van Dijk 24 14 0 28 Jun 2022
Comparison of Speech Representations for the MOS Prediction System A. Kunikoshi Jaebok Kim Won-Suk Jun K. Sjölander 13 1 0 28 Jun 2022
Speech Quality Assessment through MOS using Non-Matching References Pranay Manocha Anurag Kumar 66 25 0 24 Jun 2022
H&E-based Computational Biomarker Enables Universal EGFR Screening for Lung Adenocarcinoma Gabriele Campanella D. J. Ho I. Häggström Anton S. Becker Jason C. Chang Chad M. Vanderbilt Thomas J. Fuchs 8 8 0 21 Jun 2022
CDNet: Contrastive Disentangled Network for Fine-Grained Image Categorization of Ocular B-Scan Ultrasound Ruilong Dan Yunxiang Li Yijie Wang Gangyong Jia Ruiquan Ge Juan Ye Qun Jin Yaqi Wang 31 8 0 17 Jun 2022
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts Patrick Hemmer Sebastian Schellhammer Michael Vossing Johannes Jakubik G. Satzger 21 36 0 16 Jun 2022
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence Benjamin J. Wortman Jianmin Wang 19 11 0 15 Jun 2022
A Causal Research Pipeline and Tutorial for Psychologists and Social Scientists M. Vowels CML 32 2 0 10 Jun 2022
CCP: Correlated Clustering and Projection for Dimensionality Reduction Yuta Hozumi Rui Wang G. Wei 38 13 0 08 Jun 2022
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé MedIm 39 1,082 0 07 Jun 2022
Stacked unsupervised learning with a network architecture found by supervised meta-learning Kyle L. Luther H. S. Seung SSL 27 0 0 06 Jun 2022
Exploring Chemical Space with Score-based Out-of-distribution Generation Seul Lee Jaehyeong Jo Sung Ju Hwang OODD 32 75 0 06 Jun 2022
Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context Andrea Troxler Jürg Schelldorfer 13 10 0 04 Jun 2022
Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images Daniel Flores-Araiza F. Lopez-Tiro Elias Villalvazo-Avila Jonathan El Beze Jacques Hubert G. Ochoa-Ruiz C. Daul 24 4 0 01 Jun 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 19 7 0 25 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 44 1 0 22 May 2022
Manifold-aligned Neighbor Embedding Mohammad Tariqul Islam Jason W. Fleischer 15 5 0 19 May 2022
Financial Time Series Data Augmentation with Generative Adversarial Networks and Extended Intertemporal Return Plots Justin Hellermann Qinzhuan Qian Ankit Shah AI4TS 29 1 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 43 18 0 17 May 2022
Wasserstein t-SNE Fynn Bachmann Philipp Hennig Dmitry Kobak 21 2 0 16 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 43 29 0 14 May 2022
User Guide for KOTE: Korean Online Comments Emotions Dataset Duyoung Jeon Junho Lee Cheongtag Kim 54 0 0 11 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 28 11 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 30 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 33 8 0 07 May 2022
Putting Density Functional Theory to the Test in Machine-Learning-Accelerated Materials Discovery Chenru Duan F. Liu Aditya Nandy Heather J. Kulik AI4CE 24 34 0 06 May 2022
Attention-wise masked graph contrastive learning for predicting molecular property Hui Liu Yibiao Huang Xuejun Liu L. Deng 25 33 0 02 May 2022
Uniform Manifold Approximation with Two-phase Optimization Hyeon Jeon Hyung-Kwon Ko S. Lee Jaemin Jo Jinwook Seo 35 13 0 01 May 2022