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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 / 2,414 papers shown
Hybrid Quantum-Classical Autoencoders for Unsupervised Network Intrusion Detection
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Sami Muhaidat
Ernesto Damiani
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287,872 Supermassive Black Holes Masses: Deep Learning Approaching Reverberation Mapping Accuracy
287,872 Supermassive Black Holes Masses: Deep Learning Approaching Reverberation Mapping Accuracy
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HengJian SiTu
Jie Li
Yixuan Li
Yang Liu
Wenbin Lin
Yu Wang
38
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0
04 Dec 2025
STELLA: Guiding Large Language Models for Time Series Forecasting with Semantic Abstractions
STELLA: Guiding Large Language Models for Time Series Forecasting with Semantic Abstractions
Junjie Fan
Hongye Zhao
Linduo Wei
Jiayu Rao
Guijia Li
Jiaxin Yuan
Wenqi Xu
Yong Qi
AI4TS
435
0
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04 Dec 2025
Probabilistic Foundations of Fuzzy Simplicial Sets for Nonlinear Dimensionality Reduction
Probabilistic Foundations of Fuzzy Simplicial Sets for Nonlinear Dimensionality Reduction
Janis Keck
Lukas Silvester Barth
Fatemeh
Fahimi
Parvaneh Joharinad
Jürgen Jost
65
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03 Dec 2025
CoDA: From Text-to-Image Diffusion Models to Training-Free Dataset Distillation
CoDA: From Text-to-Image Diffusion Models to Training-Free Dataset Distillation
Letian Zhou
Songhua Liu
Xinchao Wang
149
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0
03 Dec 2025
Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Context
Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Context
Beatrice Savoldi
Giuseppe Attanasio
Olga Gorodetskaya
Marta Marchiori Manerba
Elisa Bassignana
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Debora Nozza
184
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Reasoning-Aware Multimodal Fusion for Hateful Video Detection
Reasoning-Aware Multimodal Fusion for Hateful Video Detection
Shuonan Yang
Tailin Chen
Jiangbei Yue
Guangliang Cheng
Jianbo Jiao
Zeyu Fu
259
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Learning Eigenstructures of Unstructured Data Manifolds
Roy Velich
Arkadi Piven
David Bensaid
Daniel Cremers
Thomas Dagès
Ron Kimmel
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30 Nov 2025
LAP: Fast LAtent Diffusion Planner with Fine-Grained Feature Distillation for Autonomous Driving
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Wenlong Xia
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Youmin Gong
Jie Mei
187
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K. Lam
Jianing Qiu
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Clustering Malware at Scale: A First Full-Benchmark Study
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Jakub Ševcech
Daniela Chudá
135
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A Trainable Centrality Framework for Modern Data
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Minh Duc Vu
M. Liu
Doudou Zhou
FedML
159
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A Variational Manifold Embedding Framework for Nonlinear Dimensionality Reduction
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John J. Vastola
Samuel J. Gershman
K. Rajan
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Mixed Data Clustering Survey and Challenges
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Sonia Djebali
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Contextual Gating within the Transformer Stack: Synergistic Feature Modulation for Enhanced Lyrical Classification and Calibration
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146
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Visualizing LLM Latent Space Geometry Through Dimensionality Reduction
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Alex Ning
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147
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Physically Interpretable Representation Learning with Gaussian Mixture Variational AutoEncoder (GM-VAE)
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211
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MoRE: Batch-Robust Multi-Omics Representations from Frozen Pre-trained Transformers
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UniGame: Turning a Unified Multimodal Model Into Its Own Adversary
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162
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A Reproducible Framework for Neural Topic Modeling in Focus Group Analysis
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