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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
Weighted Distance Nearest Neighbor Condensing Lee-Ad Gottlieb Timor Sharabi Roi Weiss 52 0 0 24 Oct 2023
Analyzing Single Cell RNA Sequencing with Topological Nonnegative Matrix Factorization Yuta Hozumi Guo-Wei Wei 86 7 0 24 Oct 2023
Using Slisemap to interpret physical data Lauri Seppäläinen Anton Björklund V. Besel Kai Puolamäki 67 1 0 24 Oct 2023
Invariant Feature Regularization for Fair Face Recognition Jiali Ma Zhongqi Yue Tomoyuki Kagaya Tomoki Suzuki J. Karlekar Sugiri Pranata Hanwang Zhang 93 10 0 23 Oct 2023
K-Nearest-Neighbors Induced Topological PCA for scRNA Sequence Data Analysis Sean Cottrell Yuta Hozumi Guo-Wei Wei 75 3 0 23 Oct 2023
Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study Freddy Heppell Kalina Bontcheva Carolina Scarton 134 4 0 21 Oct 2023
Pre-Training on Large-Scale Generated Docking Conformations with HelixDock to Unlock the Potential of Protein-ligand Structure Prediction Models Lihang Liu Shanzhuo Zhang Donglong He Xianbin Ye Jingbo Zhou ... Fan Wang Jingzhou He Liang Zheng Yonghui Li Xiaomin Fang AI4CE 88 9 0 21 Oct 2023
ARNIQA: Learning Distortion Manifold for Image Quality Assessment Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo 94 42 0 20 Oct 2023
The Less the Merrier? Investigating Language Representation in Multilingual Models H. Nigatu A. Tonja Jugal Kalita 81 1 0 20 Oct 2023
Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models Jaeyoung Choe Keonwoong Noh Nayeon Kim Seyun Ahn Woohwan Jung 129 4 0 20 Oct 2023
Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing Jan-Nico Zaech Martin Danelljan Tolga Birdal Luc Van Gool 60 1 0 18 Oct 2023
Efficiently Visualizing Large Graphs Xinyu Li Yao Xiao Yuchen Zhou 40 0 0 17 Oct 2023
Graph Neural Network approaches for single-cell data: A recent overview Konstantinos Lazaros Dimitrios E Koumadorakis Vlamos Aristidis G. Vrahatis AI4CE 63 10 0 14 Oct 2023
Entropic (Gromov) Wasserstein Flow Matching with GENOT Dominik Klein Théo Uscidda Fabian J. Theis Marco Cuturi OT 71 2 0 13 Oct 2023
Topological Data Analysis in smart manufacturing Martin Uray Barbara Giunti Michael Kerber Stefan Huber AI4CE 42 3 0 13 Oct 2023
Textual Analysis of ICALEPCS and IPAC Conference Proceedings: Revealing Research Trends, Topics, and Collaborations for Future Insights and Advanced Search Antonin Sulc Annika Eichler T. Wilksen 35 1 0 13 Oct 2023
Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images K. M. A. Sultan Benjamin A. Orkild Alan Morris E. Kholmovski E. Bieging Eugene Kwan Ravi Ranjan Ed DiBella Shireen Y. Elhabian MedIm 60 1 0 13 Oct 2023
Unsupervised Log Anomaly Detection with Few Unique Tokens Antonin Sulc Annika Eichler T. Wilksen 117 0 0 13 Oct 2023
Explorable Mesh Deformation Subspaces from Unstructured Generative Models Arman Maesumi Paul Guerrero Vladimir G. Kim Matthew Fisher S. Chaudhuri Noam Aigerman Daniel E. Ritchie 81 8 0 11 Oct 2023
Prediction of MET Overexpression in Non-Small Cell Lung Adenocarcinomas from Hematoxylin and Eosin Images Kshitij Ingale Sun Hae Hong Josh S.K. Bell Abbas A. Rizvi Amy Welch ... Irvin Ho K. Nagpal A. Bentaieb Rohan P. Joshi Martin C. Stumpe 26 1 0 11 Oct 2023
Topological data analysis of human vowels: Persistent homologies across representation spaces Guillem Bonafos Jean-Marc Freyermuth Pierre Pudlo Samuel Tronçon Arnaud Rey 43 2 0 10 Oct 2023
Latent Wander: an Alternative Interface for Interactive and Serendipitous Discovery of Large AV Archives Yuchen Yang Linyida Zhang 66 2 0 09 Oct 2023
Abstractive Summarization of Large Document Collections Using GPT Sengjie Liu Christopher G. Healey 57 9 0 09 Oct 2023
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity Andrew F. Luo Margaret M. Henderson Michael J. Tarr Brian Karrer 87 18 0 06 Oct 2023
T-Rep: Representation Learning for Time Series using Time-Embeddings Archibald Fraikin Adrien Bennetot S. Allassonnière AI4TS 77 13 0 06 Oct 2023
A Process for Topic Modelling Via Word Embeddings Diego Saldana Ulloa 28 0 0 06 Oct 2023
Introducing the Attribution Stability Indicator: a Measure for Time Series XAI Attributions U. Schlegel Daniel A. Keim AI4TS 92 1 0 06 Oct 2023
Demystifying Embedding Spaces using Large Language Models Guy Tennenholtz Yinlam Chow Chih-Wei Hsu Jihwan Jeong Lior Shani Azamat Tulepbergenov Deepak Ramachandran Martin Mladenov Craig Boutilier 57 15 0 06 Oct 2023
Exploring the evolution of research topics during the COVID-19 pandemic Francesco Invernici Anna Bernasconi S. Ceri 55 6 0 05 Oct 2023
FLAIM: AIM-based Synthetic Data Generation in the Federated Setting Samuel Maddock Graham Cormode Carsten Maple 67 5 0 05 Oct 2023
Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein Hugues van Assel Cédric Vincent-Cuaz Titouan Vayer Rémi Flamary Nicolas Courty 66 0 0 05 Oct 2023
Enhancing Robust Representation in Adversarial Training: Alignment and Exclusion Criteria Nuoyan Zhou Nannan Wang Decheng Liu Dawei Zhou Xinbo Gao AAML 82 2 0 05 Oct 2023
A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling Yi-Ping Chen Liwei Wang Yigitcan Comlek Wei Chen 51 10 0 05 Oct 2023
SALSA: Semantically-Aware Latent Space Autoencoder Kathryn E. Kirchoff Travis Maxfield Alexander Tropsha Shawn M. Gomez 72 2 0 04 Oct 2023
scHyena: Foundation Model for Full-Length Single-Cell RNA-Seq Analysis in Brain Gyutaek Oh B. Choi Inkyung Jung Jong Chul Ye 69 5 0 04 Oct 2023
A Framework for Interpretability in Machine Learning for Medical Imaging Alan Q. Wang Batuhan K. Karaman Heejong Kim Jacob Rosenthal Rachit Saluja Sean I. Young M. Sabuncu AI4CE 130 13 0 02 Oct 2023
Active Learning on Neural Networks through Interactive Generation of Digit Patterns and Visual Representation D. H. Jeong Jin-Hee Cho Feng Chen A. Jøsang Soo-Yeon Ji 20 0 0 02 Oct 2023
Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis Jue Jiang Aneesh Rangnekar Chloe Choi Harini Veeraraghavan MedIm 79 0 0 02 Oct 2023
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation Rock Stevens Wanqi Yin Ailing Zeng Chen Wei Andrew Ruef ... Mingyuan Zhang Lei Zhang Chen Change Loy Lei Yang Ziwei Liu 136 87 0 29 Sep 2023
Chatmap : Large Language Model Interaction with Cartographic Data Eren Unlu KELM 66 4 0 28 Sep 2023
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping Vincent Mallet Zhengqing Wu M. Ovsjanikov 87 5 0 28 Sep 2023
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections Tom Bamford Andrea Coletta Elizabeth Fons Sriram Gopalakrishnan Svitlana Vyetrenko T. Balch Manuela Veloso AI4TS 50 11 0 28 Sep 2023
Why do Angular Margin Losses work well for Semi-Supervised Anomalous Sound Detection? Kevin Wilkinghoff Frank Kurth AAML UQCV 57 9 0 27 Sep 2023
Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data Leiyu Xie Yuxing Yang Zeyu Fu S. M. Naqvi ViT 98 1 0 27 Sep 2023
Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex Ruixing Liang Xiangyu Zhang Qiong Li Lai Wei Hexin Liu Avisha Kumar Kelley M. Kempski Leadingham Joshua Punnoose Leibny Paola García A. Manbachi 70 2 0 26 Sep 2023
Cluster Exploration using Informative Manifold Projections Stavros Gerolymatos Xenophon Evangelopoulos V. Gusev John Y. Goulermas 41 0 0 26 Sep 2023
Understanding the Structure of QM7b and QM9 Quantum Mechanical Datasets Using Unsupervised Learning Julio J. Valdés A. Tchagang 43 3 0 25 Sep 2023
Noise-in, Bias-out: Balanced and Real-time MoCap Solving G. Albanis N. Zioulis Spyridon Thermos Anargyros Chatzitofis Kostas Kolomvatsos 55 0 0 25 Sep 2023
Seeing and hearing what has not been said; A multimodal client behavior classifier in Motivational Interviewing with interpretable fusion L. Galland Catherine Pelachaud Florian Pecune 31 2 0 25 Sep 2023
ODE-based Recurrent Model-free Reinforcement Learning for POMDPs Xu Zhao Duzhen Zhang Liyuan Han Tielin Zhang Bo Xu 83 7 0 25 Sep 2023