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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
QI2 -- an Interactive Tool for Data Quality Assurance Simon Geerkens Christian Sieberichs Alexander Braun T. Waschulzik 34 1 0 07 Jul 2023
A Versatile Hub Model For Efficient Information Propagation And Feature Selection Zhaoze Wang Junsong Wang 30 0 0 05 Jul 2023
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT N. Heller Hyunjin Park D. Trofimova R. Tejpaul Zhongchen Zhao ... Susan Austin M. Austin S. Regmi Nikolaos Papanikolopoulos C. Weight 82 73 0 05 Jul 2023
Learning ECG signal features without backpropagation Péter Pósfay M. T. Kurbucz Péter Kovács Antal Jakovác SSL AI4TS 51 1 0 04 Jul 2023
Prototypes as Explanation for Time Series Anomaly Detection Bin Li Carsten Jentsch Emmanuel Müller AI4TS 32 2 0 04 Jul 2023
Supervised Manifold Learning via Random Forest Geometry-Preserving Proximities Jake S. Rhodes 18 2 0 03 Jul 2023
Conditionally Invariant Representation Learning for Disentangling Cellular Heterogeneity H. Aliee Ferdinand Kapl Soroor Hediyeh-zadeh Fabian J. Theis CML 94 7 0 02 Jul 2023
Data-Driven Design for Metamaterials and Multiscale Systems: A Review Doksoo Lee Wei Chen Liwei Wang Yu-Chin Chan Wei Chen AI4CE 67 85 0 01 Jul 2023
Geometric Autoencoders -- What You See is What You Decode Philipp Nazari Sebastian Damrich Fred Hamprecht 92 13 0 30 Jun 2023
Multi-Dialectal Representation Learning of Sinitic Phonology Zhibai Jia 37 1 0 30 Jun 2023
Transfer Learning with Semi-Supervised Dataset Annotation for Birdcall Classification Anthony Miyaguchi Nathan Zhong Murilo Gustineli Christopher Hayduk 20 1 0 29 Jun 2023
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting Arash Hajisafi Haowen Lin Sina shaham Haoji Hu Maria Despoina Siampou Yao-Yi Chiang Cyrus Shahabi AI4TS 63 6 0 28 Jun 2023
FeedbackMap: a tool for making sense of open-ended survey responses Doug Beeferman Nabeel Gillani 31 7 0 26 Jun 2023
Analyzing scRNA-seq data by CCP-assisted UMAP and t-SNE Y. Hozumi Guifeng Wei 55 3 0 23 Jun 2023
From structure mining to unsupervised exploration of atomic octahedral networks R. Xian Ryan J. Morelock I. Hadar C. Musgrave Christopher Sutton 38 0 0 21 Jun 2023
Relating tSNE and UMAP to Classical Dimensionality Reduction Andrew Draganov Simon Dohn FAtt 100 4 0 20 Jun 2023
Supervised Auto-Encoding Twin-Bottleneck Hashing Yuan Chen Stéphane Marchand-Maillet 57 0 0 19 Jun 2023
Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy Wolfgang M. Pernice Michael Doron A. Quach Aditya Pratapa Sultan Kenjeyev N. Veaux Michio Hirano Juan C. Caicedo OOD 43 7 0 15 Jun 2023
A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems Shilpika Shilpika Bethany Lusch M. Emani F. Simini V. Vishwanath M. Papka Kwan-Liu Ma 50 1 0 15 Jun 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings Zijie J. Wang Fred Hohman Duen Horng Chau 77 23 0 15 Jun 2023
Unbalanced Diffusion Schrödinger Bridge Matteo Pariset Ya-Ping Hsieh Charlotte Bunne Andreas Krause Valentin De Bortoli DiffM OT 64 6 0 15 Jun 2023
Mapping Researcher Activity based on Publication Data by means of Transformers Zineddine Bettouche Andreas Fischer 96 1 0 15 Jun 2023
Self-supervised Learning and Graph Classification under Heterophily Y. Ding Ziqiang Liu Hao Hao SSL 47 1 0 14 Jun 2023
Bayesian Non-linear Latent Variable Modeling via Random Fourier Features M. Zhang Gregory W. Gundersen Barbara Engelhardt BDL 32 2 0 14 Jun 2023
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations Kailas Vodrahalli James Zou 59 7 0 13 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 81 29 0 13 Jun 2023
Twitter Bots Influence on the Russo-Ukrainian War During the 2022 Italian General Elections Francesco Luigi De Faveri Luca Cosuti Pier Paolo Tricomi Mauro Conti AI4CE 48 2 0 12 Jun 2023
Kernel Random Projection Depth for Outlier Detection Akira Tamamori 11 0 0 12 Jun 2023
A Computational Theory and Semi-Supervised Algorithm for Clustering Nassir Mohammad 10 0 0 12 Jun 2023
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation Thomas Fel Victor Boutin Mazda Moayeri Rémi Cadène Louis Bethune Léo Andéol Mathieu Chalvidal Thomas Serre FAtt 97 64 0 11 Jun 2023
A Normalized Bottleneck Distance on Persistence Diagrams and Homology Preservation under Dimension Reduction Bala Krishnamoorthy Nathan H. May 25 3 0 11 Jun 2023
Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs Lirong Wu Haitao Lin Yufei Huang Stan Z. Li 82 27 0 09 Jun 2023
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 76 9 0 08 Jun 2023
XInsight: Revealing Model Insights for GNNs with Flow-based Explanations Eli J. Laird Ayesh Madushanka E. Kraka Corey Clark 50 1 0 07 Jun 2023
ContriMix: Scalable stain color augmentation for domain generalization without domain labels in digital pathology Tan H. Nguyen Dinkar Juyal Jin Li Aaditya (Adi) Prakash Shima Nofallah ... Michael Griffin Anand Sampat J. Abel Justin Lee A. Taylor-Weiner MedIm 48 3 0 07 Jun 2023
Bidirectional GaitNet: A Bidirectional Prediction Model of Human Gait and Anatomical Conditions Jungnam Park M. Park Jehee Lee Jungdam Won 3DH 64 6 0 07 Jun 2023
Using Sequences of Life-events to Predict Human Lives Germans Savcisens Tina Eliassi-Rad L. K. Hansen L. Mortensen Lau Lilleholt Anna Rogers Ingo Zettler Sune Lehmann AI4TS 96 46 0 05 Jun 2023
Rethinking the visual cues in audio-visual speaker extraction Junjie Li Meng Ge Zexu Pan Rui Cao Longbiao Wang Jianwu Dang Shiliang Zhang 76 9 0 05 Jun 2023
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann 59 1 0 04 Jun 2023
Towards Black-box Adversarial Example Detection: A Data Reconstruction-based Method Yifei Gao Zhi Lin Yunfan Yang Jitao Sang AAML 96 4 0 03 Jun 2023
Neural FIM for learning Fisher Information Metrics from point cloud data O. Fasina Guilluame Huguet Alexander Tong Yanlei Zhang Guy Wolf Maximilian Nickel Ian M. Adelstein Smita Krishnaswamy 79 3 0 01 Jun 2023
Efficient Failure Pattern Identification of Predictive Algorithms Bao Nguyen Viet Anh Nguyen 69 0 0 01 Jun 2023
ShaRP: Shape-Regularized Multidimensional Projections Alister Machado A. Telea M. Behrisch 61 2 0 01 Jun 2023
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances Ana Nikolikj Savso Dvzeroski Mario Andrés Muñoz Carola Doerr Peter Korovsec T. Eftimov 72 6 0 01 Jun 2023
Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization Yin-Ting Liao Hengrui Luo A. Ma 57 3 0 01 Jun 2023
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits Zhuokai Zhao Takumi Matsuzawa W. Irvine Michael Maire G. Kindlmann 92 2 0 31 May 2023
The Tunnel Effect: Building Data Representations in Deep Neural Networks Wojciech Masarczyk M. Ostaszewski Ehsan Imani Razvan Pascanu Piotr Milo's Tomasz Trzciñski 90 25 0 31 May 2023
DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning Sicen Liu Xiaolong Wang Xianbing Zhao Haoxing Chen 80 1 0 31 May 2023
Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models Zhen Lin Shubhendu Trivedi Jimeng Sun HILM 201 157 0 30 May 2023
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction G. Huguet Alexander Tong E. Brouwer Yanlei Zhang Guy Wolf Ian M. Adelstein Smita Krishnaswamy DiffM 85 7 0 30 May 2023