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UMAP: Uniform Manifold Approximation and Projection for Dimension
  Reduction
v1v2v3 (latest)

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018
Leland McInnes
John Healy
James Melville
ArXiv (abs)PDFHTML

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

50 / 2,415 papers shown
De-Individualizing fMRI Signals via Mahalanobis Whitening and Bures Geometry
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Tingting Dan
Martin Styner
Guorong Wu
S. Kovalsky
Caroline Moosmueller
60
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10 Nov 2025
Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory
Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory
Yuxuan Lin
Hanjing Yan
Xuan Tong
Yang Chang
H. Wang
Ziheng Zhou
Shuyong Gao
Yan Wang
Wenqiang Zhang
136
0
0
08 Nov 2025
Visual Exploration of Feature Relationships in Sparse Autoencoders with Curated Concepts
Visual Exploration of Feature Relationships in Sparse Autoencoders with Curated Concepts
Xinyuan Yan
Shusen Liu
Kowshik Thopalli
Bei Wang
169
0
0
08 Nov 2025
Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-based Peptide Receptor Radionuclide Therapy
Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-based Peptide Receptor Radionuclide Therapy
Simon Baur
Tristan Ruhwedel
Ekin Böke
Zuzanna Kobus
Gergana Lishkova
...
Julian M. Rogasch
Wojciech Samek
Henning Jann
Jackie Ma
Johannes Eschrich
74
0
0
07 Nov 2025
Building Trust in Virtual Immunohistochemistry: Automated Assessment of Image Quality
Building Trust in Virtual Immunohistochemistry: Automated Assessment of Image Quality
Tushar Kataria
Shikha Dubey
Mary Bronner
Jolanta Jedrzkiewicz
Ben J. Brintz
Shireen Y. Elhabian
Beatrice Knudsen
127
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0
06 Nov 2025
evomap: A Toolbox for Dynamic Mapping in Python
evomap: A Toolbox for Dynamic Mapping in Python
Maximilian Matthe
139
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SOLVE-Med: Specialized Orchestration for Leading Vertical Experts across Medical Specialties
SOLVE-Med: Specialized Orchestration for Leading Vertical Experts across Medical Specialties
Roberta Di Marino
Giovanni Dioguardi
Antonio Romano
Giuseppe Riccio
Mariano Barone
Marco Postiglione
Flora Amato
V. Moscato
LM&MA
266
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Which Similarity-Sensitive Entropy (S-entropy)?
Which Similarity-Sensitive Entropy (S-entropy)?
Phuc Nguyen
Josiah D. Couch
Rahul Bansal
Alexandra Morgan
Chris Tam
Miao Li
Rima Arnaout
R. Arnaout
184
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ProM3E: Probabilistic Masked MultiModal Embedding Model for Ecology
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Srikumar Sastry
Subash Khanal
Aayush Dhakal
Jiayu Lin
Dan Cher
Phoenix Jarosz
Nathan Jacobs
152
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0
04 Nov 2025
Learning a Distance for the Clustering of Patients with Amyotrophic Lateral Sclerosis
Learning a Distance for the Clustering of Patients with Amyotrophic Lateral SclerosisSymposium on Advances in Databases and Information Systems (ADBIS), 2025
Guillaume Tejedor
Veronika Peralta
Nicolas Labroche
Patrick Marcel
Hélène Blasco
Hugo Alarcan
OOD
303
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0
03 Nov 2025
No-rank Tensor Decomposition Using Metric Learning
No-rank Tensor Decomposition Using Metric Learning
Maryam Bagherian
227
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Modeling the Construction of a Literary Archetype: The Case of the Detective Figure in French Literature
Modeling the Construction of a Literary Archetype: The Case of the Detective Figure in French Literature
Jean Barré
Olga Seminck
Antoine Bourgois
Thierry Poibeau
68
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Evolve to Inspire: Novelty Search for Diverse Image Generation
Evolve to Inspire: Novelty Search for Diverse Image Generation
Alex Inch
Passawis Chaiyapattanaporn
Yuchen Zhu
Yuan Lu
Ting-Wen Ko
Davide Paglieri
107
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0
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SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps
SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness GapsConference on Empirical Methods in Natural Language Processing (EMNLP), 2025
Neha Srikanth
Victor S. Bursztyn
Puneet Mathur
Ani Nenkova
AI4TS
152
0
0
31 Oct 2025
Autograder+: A Multi-Faceted AI Framework for Rich Pedagogical Feedback in Programming Education
Autograder+: A Multi-Faceted AI Framework for Rich Pedagogical Feedback in Programming Education
Vikrant Sahu
Gagan Raj Gupta
Raghav Borikar
Nitin Mane
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419
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Scales++: Compute Efficient Evaluation Subset Selection with Cognitive Scales Embeddings
Scales++: Compute Efficient Evaluation Subset Selection with Cognitive Scales Embeddings
Andrew M. Bean
Nabeel Seedat
Shengzhuang Chen
Jonathan Richard Schwarz
101
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TOPol: Capturing and Explaining Multidimensional Semantic Polarity Fields and Vectors
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Lucia Gomez
93
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TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting
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Vladyslav Moroshan
Julien N. Siems
Arber Zela
Timur Carstensen
Frank Hutter
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224
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SARC: Sentiment-Augmented Deep Role Clustering for Fake News Detection
SARC: Sentiment-Augmented Deep Role Clustering for Fake News Detection
Jingqing Wang
Jiaxing Shang
Rong Xu
Fei Hao
Tianjin Huang
Geyong Min
123
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Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation
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Kang Zhang
T. Pham
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Axi Niu
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280
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Unsupervised Machine-Learning Pipeline for Data-Driven Defect Detection and Characterisation: Application to Displacement Cascades
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Samuel Del Fré
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Christophe Domain
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72
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MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
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Wenhao Wang
Peizhi Niu
Zhao Xu
Zhaoyu Chen
Jian Du
...
Xianghe Pang
Keduan Huang
Y. Wang
Qiang Yan
Siheng Chen
175
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Disentangling Shared and Private Neural Dynamics with SPIRE: A Latent Modeling Framework for Deep Brain Stimulation
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78
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Coupled Flow Matching
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Wenxi Cai
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Naichen Shi
127
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Bias Begins with Data: The FairGround Corpus for Robust and Reproducible Research on Algorithmic Fairness
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Jan Simson
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133
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Does Homophily Help in Robust Test-time Node Classification?
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152
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Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning
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Zihao Jing
Yan Sun
Yan Yi Li
Sugitha Janarthanan
Alana Deng
Pingzhao Hu
120
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DMVFC: Deep Learning Based Functionally Consistent Tractography Fiber Clustering Using Multimodal Diffusion MRI and Functional MRI
DMVFC: Deep Learning Based Functionally Consistent Tractography Fiber Clustering Using Multimodal Diffusion MRI and Functional MRI
Bocheng Guo
Jin Wang
Yijie Li
Junyi Wang
Mingyu Gao
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Yogesh Rathi
L. O’Donnell
Fan Zhang
153
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Self-Supervised Learning of Synapse Types from EM Images
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Dino-Diffusion Modular Designs Bridge the Cross-Domain Gap in Autonomous Parking
Dino-Diffusion Modular Designs Bridge the Cross-Domain Gap in Autonomous Parking
Zixuan Wu
Hengyuan Zhang
Ting-Hsuan Chen
Yuliang Guo
David Paz
Xinyu Huang
Liu Ren
89
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Knowledge-Informed Neural Network for Complex-Valued SAR Image Recognition
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When Facts Change: Probing LLMs on Evolving Knowledge with evolveQA
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Insights into the Unknown: Federated Data Diversity Analysis on Molecular Data
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Mixing Configurations for Downstream Prediction
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Interactive Hypergraph Visual Analytics for Exploring Large and Complex Image Collections
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A Matter of Time: Revealing the Structure of Time in Vision-Language Models
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Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks
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