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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
BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification Jian Qian Teck Lun Goh Bingyu Xie Chengyao Zhu Biao Wan Yawen Guan Rachel Ding Chen Patrick Chiang Mamba 95 0 0 14 Mar 2025
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks Eduard Tulchinskii Daria Voronkova I. Trofimov Evgeny Burnaev Serguei Barannikov 418 0 0 14 Mar 2025
SCOPE-DTI: Semi-Inductive Dataset Construction and Framework Optimization for Practical Usability Enhancement in Deep Learning-Based Drug Target Interaction Prediction Yushen Chen Xiang Ji Ziyue Zhang Yuming Zhou Yang-Chi-Dung Lin ... Yixian Huang Shidong Cui Shih-Chung Yen Ariel Warshel Hsien-Da Huang 89 0 0 12 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 137 1 0 12 Mar 2025
The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction Mohammad Tariqul Islam Jason W. Fleischer 447 0 0 12 Mar 2025
Median Consensus Embedding for Dimensionality Reduction Yui Tomo Daisuke Yoneoka 64 0 0 11 Mar 2025
STEAD: Spatio-Temporal Efficient Anomaly Detection for Time and Compute Sensitive Applications Andrew Gao Jun Liu AI4TS 96 0 0 11 Mar 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm Nadarasar Bahavan Sanjay Saha Ken Chen Sachith Seneviratne Sanka Rasnayaka Saman K. Halgamuge 155 0 0 11 Mar 2025
RAG-Adapter: A Plug-and-Play RAG-enhanced Framework for Long Video Understanding Xichen Tan Yunfan Ye Yuanjing Luo Qian Wan Fang Liu Zhiping Cai VLM 116 1 0 11 Mar 2025
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning Xintong Li Jalend Bantupalli Ria Dharmani Yuwei Zhang Jingbo Shang 129 1 0 10 Mar 2025
Preserving clusters and correlations: a dimensionality reduction method for exceptionally high global structure preservation Jacob Gildenblat Jens Pahnke 467 1 0 10 Mar 2025
A Materials Map Integrating Experimental and Computational Data via Graph-Based Machine Learning for Enhanced Materials Discovery Yusuke Hashimoto Xue Jia Hao Li Takaaki Tomai PINN 203 0 0 10 Mar 2025
XR-VLM: Cross-Relationship Modeling with Multi-part Prompts and Visual Features for Fine-Grained Recognition Chuanming Wang Henming Mao Huanhuan Zhang Huiyuan Fu Huadong Ma VLM 86 0 0 10 Mar 2025
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing Yang Xiao Wang Lu Jie Ji Ruimeng Ye Gen Li Xiaolong Ma Bo Hui OT 97 0 0 09 Mar 2025
Constructions are Revealed in Word Distributions J. Rozner Leonie Weissweiler Kyle Mahowald Cory Shain 84 1 0 08 Mar 2025
LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations Ibrahim Al Azhar Venkata Devesh Reddy Hamed Alhoori A. Akella 103 5 0 08 Mar 2025
Interpretable Visualizations of Data Spaces for Classification Problems Christian Jorgensen Arthur Y. Lin Rhushil Vasavada Rose K. Cersonsky 97 0 0 07 Mar 2025
TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy Juan Miguel Valverde Motoya Koga Nijihiko Otsuka Anders Bjorholm Dahl 88 0 0 05 Mar 2025
Optimizing open-domain question answering with graph-based retrieval augmented generation Joyce Cahoon Prerna Singh Nick Litombe Jonathan Larson Ha Trinh Yiwen Zhu A. Mueller Fotis Psallidas Carlo Curino 72 0 0 04 Mar 2025
Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees Emma Ceccherini Ian Gallagher Andrew Jones Daniel J. Lawson 97 0 0 04 Mar 2025
Creating Sorted Grid Layouts with Gradient-based Optimization Kai Uwe Barthel Florian Barthel Peter Eisert Nico Hezel Konstantin Schall 190 1 0 04 Mar 2025
Merging Hazy Sets with m-Schemes: A Geometric Approach to Data Visualization Lukas Silvester Barth Hannaneh Fahimi Parvaneh Joharinad Jürgen Jost Janis Keck 36 0 0 03 Mar 2025
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows Jonathan Geuter Clément Bonet Anna Korba David Alvarez-Melis 184 0 0 03 Mar 2025
Open-source framework for detecting bias and overfitting for large pathology images Anders Sildnes N. Shvetsov M. Tafavvoghi Vi Ngoc-Nha Tran Kajsa Møllersen Lill-ToveRasmussen Busund Thomas K. Kilvær L. A. Bongo VLM 108 0 0 03 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention Tianyi Wang Jianan Fan Dingxin Zhang Dongnan Liu Yong-quan Xia Heng Huang Weidong Cai 159 1 0 01 Mar 2025
Identifying Emerging Concepts in Large Corpora Sibo Ma Julian Nyarko 71 0 0 28 Feb 2025
EXALT: EXplainable ALgorithmic Tools for Optimization Problems Zuzanna Bączek Michał Bizoń Aneta Pawelec Piotr Sankowski 51 0 0 28 Feb 2025
Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning Giseung Park Y. Sung OffRL 74 0 0 28 Feb 2025
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning Chi-Sheng Chen Samuel Yen-Chi Chen Huan-Hsin Tseng 108 4 0 28 Feb 2025
Topological Autoencoders++: Fast and Accurate Cycle-Aware Dimensionality Reduction Mattéo Clémot Julie Digne Julien Tierny 467 1 0 27 Feb 2025
ConfuGuard: Using Metadata to Detect Active and Stealthy Package Confusion Attacks Accurately and at Scale Wenxin Jiang Berk Çakar Mikola Lysenko James C. Davis 103 0 0 27 Feb 2025
Shared Stochastic Gaussian Process Latent Variable Models: A Multi-modal Generative Model for Quasar Spectra Vidhi Lalchand Anna-Christina Eilers 108 0 0 27 Feb 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang Xianrui Li Steve Yang Li Zhou Feng Jiang Haoyang Li 99 0 0 26 Feb 2025
Cross-Modality Investigation on WESAD Stress Classification Eric Oliver Sagnik Dakshit 60 0 0 26 Feb 2025
Mapping of Subjective Accounts into Interpreted Clusters (MOSAIC): Topic Modelling and LLM applied to Stroboscopic Phenomenology Romy Beauté David J. Schwartzman Guillaume Dumas Jennifer Crook Fiona Macpherson Adam B. Barrett Anil K. Seth 82 0 0 25 Feb 2025
Enhancing DNA Foundation Models to Address Masking Inefficiencies Monireh Safari Pablo Millán Arias Scott C. Lowe Lila Kari Angel X. Chang Graham W. Taylor 135 0 0 25 Feb 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models Anirudh Sundar Sinead Williamson Katherine Metcalf B. Theobald Skyler Seto Masha Fedzechkina LLMSV 135 1 0 24 Feb 2025
Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews Mengqiao Liu Tevin Wang Cassandra A. Cohen Sarah Li Chenyan Xiong LRM 118 0 0 21 Feb 2025
Paradigms of AI Evaluation: Mapping Goals, Methodologies and Culture John Burden Marko Tesic Lorenzo Pacchiardi José Hernández-Orallo 77 1 0 21 Feb 2025
AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries Subhash V.S. Ganti Lukas Woelfel Christopher Kuenneth 220 0 0 20 Feb 2025
Challenges of Multi-Modal Coreset Selection for Depth Prediction Viktor Moskvoretskii Narek Alvandian 73 0 0 20 Feb 2025
NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions Weizhe Yuan Jane Dwivedi-Yu Song Jiang Karthik Padthe Yang Li ... Ilia Kulikov Kyunghyun Cho Yuandong Tian Jason Weston Xian Li ReLM LRM 162 20 0 18 Feb 2025
MatterChat: A Multi-Modal LLM for Material Science Yingheng Tang Wenbin Xu Jie Cao Jianzhu Ma Weilu Gao Steve Farrell Benjamin Erichson Michael W. Mahoney Andy Nonaka 196 8 0 18 Feb 2025
Learning a Diffusion Model Policy from Rewards via Q-Score Matching Michael Psenka Alejandro Escontrela Pieter Abbeel Yi-An Ma DiffM 163 33 0 17 Feb 2025
Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy Roman Malashin Valeria Yachnaya Alexander Mullin 131 1 0 17 Feb 2025
scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders Gyutaek Oh B. Choi Seyoung Jin Inkyung Jung J. C. Ye Mamba 49 0 0 12 Feb 2025
Graph Pseudotime Analysis and Neural Stochastic Differential Equations for Analyzing Retinal Degeneration Dynamics and Beyond Dai Shi Kuan Yan Lequan Lin Yue Zeng Ting Zhang D. Matsypura Mark C. Gillies Ling Zhu Junbin Gao 200 1 0 10 Feb 2025
InSTA: Towards Internet-Scale Training For Agents Brandon Trabucco Gunnar Sigurdsson Robinson Piramuthu Ruslan Salakhutdinov ALM 195 4 0 10 Feb 2025
Exploring Visual Embedding Spaces Induced by Vision Transformers for Online Auto Parts Marketplaces Cameron Armijo Pablo Rivas 66 0 0 09 Feb 2025
Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning Wei Wu Can Liao Zizhen Deng Zhengrui Guo Jinzhuo Wang 132 0 0 06 Feb 2025