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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"

50 / 2,086 papers shown

Title
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 88 14 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 61 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 100 24 0 07 Jul 2022
Semi-unsupervised Learning for Time Series Classification Padraig Davidson M. Steininger A. Huhn Anna Krause Andreas Hotho 65 1 0 07 Jul 2022
Multi-scale Sinusoidal Embeddings Enable Learning on High Resolution Mass Spectrometry Data G. Voronov Rose Lightheart Joe Davison Christoph A. Krettler David Healey Thomas Butler 102 9 0 06 Jul 2022
On The Universality of Diagrams for Causal Inference and The Causal Reproducing Property Sridhar Mahadevan 72 5 0 06 Jul 2022
Interpretable Fusion Analytics Framework for fMRI Connectivity: Self-Attention Mechanism and Latent Space Item-Response Model Jeongjae Kim Yeseul Jeon Sumin Yu Junggu Choi Sanghoon Han FedML 50 0 0 04 Jul 2022
A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data Magdalena Wysocka Oskar Wysocki Marie Zufferey Dónal Landers André Freitas AI4CE 127 28 0 02 Jul 2022
Enhancing cluster analysis via topological manifold learning Moritz Herrmann Daniyal Kazempour Fabian Scheipl Peer Kröger 76 9 0 01 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 58 14 0 01 Jul 2022
A geometric framework for outlier detection in high-dimensional data Moritz Herrmann Florian Pfisterer Fabian Scheipl 65 4 0 01 Jul 2022
Studying the impact of magnitude pruning on contrastive learning methods Francesco Corti R. Entezari Sara Hooker D. Bacciu O. Saukh 56 5 0 01 Jul 2022
Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios Vaisakh Shaj Le Chen Rohit Sonker P. Becker Gerhard Neumann 80 8 0 29 Jun 2022
Neural Integro-Differential Equations E. Zappala Antonio H. O. Fonseca A. Moberly M. Higley C. Abdallah Jessica A. Cardin David van Dijk 68 17 0 28 Jun 2022
Supervised Training of Conditional Monge Maps Charlotte Bunne Andreas Krause Marco Cuturi OT 147 65 0 28 Jun 2022
Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns Takanori Fujiwara Yun-Hsin Kuo Anders Ynnerman K. Ma 51 6 0 28 Jun 2022
Comparison of Speech Representations for the MOS Prediction System A. Kunikoshi Jaebok Kim Won-Suk Jun K. Sjölander 30 1 0 28 Jun 2022
Discovering Salient Neurons in Deep NLP Models Nadir Durrani Fahim Dalvi Hassan Sajjad KELM MILM 114 16 0 27 Jun 2022
Speech Quality Assessment through MOS using Non-Matching References Pranay Manocha Anurag Kumar 141 28 0 24 Jun 2022
Predicting the Geoeffectiveness of CMEs Using Machine Learning Andreea-Clara Pricopi A. Paraschiv D. Besliu-Ionescu A. Marginean 24 8 0 23 Jun 2022
Neural Implicit Manifold Learning for Topology-Aware Density Estimation Brendan Leigh Ross Gabriel Loaiza-Ganem Anthony L. Caterini Jesse C. Cresswell AI4CE 73 3 0 22 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 48 8 0 21 Jun 2022
GiDR-DUN; Gradient Dimensionality Reduction -- Differences and Unification Andrew Draganov Tyrus Berry Jakob Rødsgaard Jørgensen Katrine Scheel Nellemann Ira Assent Davide Mottin 36 1 0 20 Jun 2022
Neural Activation Patterns (NAPs): Visual Explainability of Learned Concepts Alex Bauerle Daniel Jonsson Timo Ropinski FAtt 115 12 0 20 Jun 2022
A Self-Guided Framework for Radiology Report Generation Jun Li Shibo Li Ying Hu Huiren Tao MedIm 66 22 0 19 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 96 9 0 17 Jun 2022
On Error and Compression Rates for Prototype Rules Omer Kerem Roi Weiss 55 1 0 16 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 72 39 0 16 Jun 2022
"Understanding Robustness Lottery": A Geometric Visual Comparative Analysis of Neural Network Pruning Approaches Zhimin Li Shusen Liu Xin Yu Kailkhura Bhavya Jie Cao Diffenderfer James Daniel P. Bremer Valerio Pascucci AAML 98 1 0 16 Jun 2022
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence Benjamin J. Wortman Jianmin Wang 56 11 0 15 Jun 2022
Diffusion Transport Alignment Andres F. Duque Guy Wolf Kevin R. Moon DiffM 54 5 0 15 Jun 2022
FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles Luis Scoccola Jose A. Perea 50 8 0 13 Jun 2022
Virtual embeddings and self-consistency for self-supervised learning T. Bdair Hossam Abdelhamid Nassir Navab Shadi Albarqouni SSL 45 0 0 13 Jun 2022
Local Distance Preserving Auto-encoders using Continuous k-Nearest Neighbours Graphs Nutan Chen Patrick van der Smagt Botond Cseke CLL 56 2 0 13 Jun 2022
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations Mohammad Mahmudul Alam Edward Raff Tim Oates James Holt 52 5 0 13 Jun 2022
A Causal Research Pipeline and Tutorial for Psychologists and Social Scientists M. Vowels CML 76 2 0 10 Jun 2022
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition Anubha Bhatti Behnam Behinaein Paul Hungler Ali Etemad EgoV 51 14 0 09 Jun 2022
Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning Deyao Zhu Erran L. Li Mohamed Elhoseiny OffRL 95 8 0 09 Jun 2022
CCP: Correlated Clustering and Projection for Dimensionality Reduction Yuta Hozumi Rui Wang G. Wei 60 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 63 9 0 07 Jun 2022
Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data H. Yuan Shing Chan Andrew P. Creagh C. Tong Aidan Acquah David Clifton Aiden Doherty SSL 107 94 0 06 Jun 2022
Researching Alignment Research: Unsupervised Analysis Jan H. Kirchner Logan Smith Jacques Thibodeau Kyle McDonell Laria Reynolds 54 7 0 06 Jun 2022
Stacked unsupervised learning with a network architecture found by supervised meta-learning Kyle L. Luther H. S. Seung SSL 58 0 0 06 Jun 2022
Exploring Chemical Space with Score-based Out-of-distribution Generation Seul Lee Jaehyeong Jo Sung Ju Hwang OODD 133 81 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 35 10 0 04 Jun 2022
From $t$ -SNE to UMAP with contrastive learning Sebastian Damrich Jan Niklas Böhm Fred Hamprecht D. Kobak SSL 100 23 0 03 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 Gilberto Ochoa-Ruiz Christian Daul 53 4 0 01 Jun 2022
AVIDA: Alternating method for Visualizing and Integrating Data Kathryn Dover Zixuan Cang A. Ma Qing Nie Roman Vershynin 28 4 0 31 May 2022
Template based Graph Neural Network with Optimal Transport Distances Cédric Vincent-Cuaz Rémi Flamary Marco Corneli Titouan Vayer Nicolas Courty OT 83 20 0 31 May 2022
Mitigating Dataset Bias by Using Per-sample Gradient Sumyeong Ahn Seongyoon Kim Se-Young Yun 105 22 0 31 May 2022