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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
Simulation-Based Pretraining and Domain Adaptation for Astronomical Time Series with Minimal Labeled Data Rithwik Gupta D. Muthukrishna Jeroen Audenaert AI4TS 84 0 0 14 Oct 2025
Traveling Salesman-Based Token Ordering Improves Stability in Homomorphically Encrypted Language Models Donghwan Rho Sieun Seo Hyewon Sung Chohong Min Ernest K. Ryu 116 0 0 14 Oct 2025
Pretraining in Actor-Critic Reinforcement Learning for Robot Locomotion Jiale Fan Andrei Cramariuc Tifanny Portela Marco Hutter 96 0 0 14 Oct 2025
Interpreting the Latent Structure of Operator Precedence in Language Models Dharunish Yugeswardeenoo Harshil Nukala Cole Blondin Cole Blondin Sean O Brien Kevin Zhu Kevin Zhu LRM 95 0 0 14 Oct 2025
Mixup Helps Understanding Multimodal Video Better Xiaoyu Ma Ding Ding Hao Chen 108 0 0 13 Oct 2025
Medical Interpretability and Knowledge Maps of Large Language Models Razvan Marinescu Victoria-Elisabeth Gruber Diego Fajardo FAtt AI4MH 210 0 0 13 Oct 2025
Contrastive Dimension Reduction: A Systematic Review Sam Hawke Eric Zhang Jiawen Chen Didong Li 140 1 0 13 Oct 2025
Evolution of wartime discourse on Telegram: A comparative study of Ukrainian and Russian policymakers' communication before and after Russia's full-scale invasion of Ukraine Mykola Makhortykh Aytalina Kulichkina Kateryna Maikovska 64 0 0 11 Oct 2025
A Generic Machine Learning Framework for Radio Frequency Fingerprinting Alex Hiles Bashar I. Ahmad 108 0 0 10 Oct 2025
MSDM: Generating Task-Specific Pathology Images with a Multimodal Conditioned Diffusion Model for Cell and Nuclei Segmentation Dominik Winter Mai Bui Monica Azqueta Gavaldon Nicolas Triltsch Marco Rosati N. Brieu MedIm 143 0 0 10 Oct 2025
Adaptive Decoding via Hierarchical Neural Information Gradients in Mouse Visual Tasks Jingyi Feng Xiang Feng AI4CE 52 0 0 10 Oct 2025
DISCO: Diversifying Sample Condensation for Efficient Model Evaluation Alexander Rubinstein Benjamin Raible Martin Gubri Seong Joon Oh ELM 343 0 1 09 Oct 2025
From Keywords to Clusters: AI-Driven Analysis of YouTube Comments to Reveal Election Issue Salience in 2024 Raisa M. Simoes Timoteo Kelly Eduardo Simoes Praveen Rao 60 0 0 09 Oct 2025
Self-Supervised Learning Strategies for a Platform to Test the Toxicity of New Chemicals and Materials Thomas Lautenschlager Nils Friederich Angelo Jovin Yamachui Sitcheu Katja Nau Gaëlle Hayot Thomas Dickmeis Ralf Mikut 80 0 0 09 Oct 2025
A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG Emilio Estevan María Sierra-Torralba Eduardo López-Larraz Luis Montesano 122 0 0 09 Oct 2025
How Scale Breaks "Normalized Stress" and KL Divergence: Rethinking Quality Metrics Kiran J. Smelser Kaviru Gunaratne Jacob Miller Stephen Kobourov 112 0 0 09 Oct 2025
t-SNE Exaggerates Clusters, Provably Noah Bergam Szymon Snoeck Nakul Verma 108 0 0 09 Oct 2025
Investigating Thematic Patterns and User Preferences in LLM Interactions using BERTopic Abhay Bhandarkar Gaurav Mishra Khushi Juchani Harsh Singhal 102 1 0 08 Oct 2025
Prompt Optimization Across Multiple Agents for Representing Diverse Human Populations Manh Hung Nguyen Sebastian Tschiatschek Adish Singla LLMAG 125 0 0 08 Oct 2025
Reproducible Evaluation of Data Augmentation and Loss Functions for Brain Tumor Segmentation Saumya B 108 0 0 08 Oct 2025
Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation Qingxuan Wu Zhiyang Dou Chuan Guo Yiming Huang Qiao Feng Bing Zhou Jian Wang Lingjie Liu VGen 127 1 0 07 Oct 2025
Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels Zhepeng Cen H. Chen Shiyu Wang Zuxin Liu Zhiwei Liu Ding Zhao Silvio Savarese Caiming Xiong Huan Wang Weiran Yao OffRL 105 1 0 07 Oct 2025
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics Luke Thompson Davy Guan Dai Shi Slade Matthews Junbin Gao Andi Han AI4CE 117 0 0 07 Oct 2025
A novel hallucination classification framework Maksym Zavhorodnii Dmytro Dehtiarov Anna Konovalenko 64 0 0 06 Oct 2025
Less Diverse, Less Safe: The Indirect But Pervasive Risk of Test-Time Scaling in Large Language Models Shahriar Kabir Nahin Hadi Askari Muhao Chen Anshuman Chhabra 87 0 0 04 Oct 2025
Estimation of Resistance Training RPE using Inertial Sensors and Electromyography James Thomas Johan Walhström 29 1 0 03 Oct 2025
TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments Zhangchen Xu Adriana Meza Soria Shawn Tan Anurag Roy Ashish Sunil Agrawal Radha Poovendran Rameswar Panda 100 4 0 01 Oct 2025
Syntax-Guided Diffusion Language Models with User-Integrated Personalization Ruqian Zhang Yijiao Zhang Juan Shen Zhongyi Zhu Annie Qu DiffM 112 0 0 01 Oct 2025
DECOR: Deep Embedding Clustering with Orientation Robustness Fiona Victoria Stanley Jothiraj Arunaggiri Pandian Karunanidhi Seth A. Eichmeyer 40 0 0 01 Oct 2025
Automated and Scalable SEM Image Analysis of Perovskite Solar Cell Materials via a Deep Segmentation Framework Jian Guo Pan Lin Wang Xia Cai 28 0 0 30 Sep 2025
Learning from the electronic structure of molecules across the periodic table Manasa Kaniselvan Benjamin Kurt Miller Meng Gao Juno Nam Daniel Levine 155 0 0 30 Sep 2025
Automated Alignment of Math Items to Content Standards in Large-Scale Assessments Using Language Models Qingshu Xu Hong Jiao Tianyi Zhou Ming Li Nan Zhang Sydney Peters Yanbin Fu 151 0 0 30 Sep 2025
The Loss Kernel: A Geometric Probe for Deep Learning Interpretability Maxwell Adam Zach Furman Jesse Hoogland 124 2 0 30 Sep 2025
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RAE: A Neural Network Dimensionality Reduction Method for Nearest Neighbors Preservation in Vector Search Han Zhang Dongfang Zhao 57 0 0 30 Sep 2025
Multi-Scale Geometric Autoencoder Qipeng Zhan Zhuoping Zhou Zexuan Wang Li Shen 48 0 0 29 Sep 2025
ELASTIQ: EEG-Language Alignment with Semantic Task Instruction and Querying Muyun Jiang Shuailei Zhang Zhenjie Yang Mengjun Wu Weibang Jiang ... Rui Liu Shangen Zhang Yong Li Y. Ding Cuntai Guan 80 0 0 29 Sep 2025
Explicit modelling of subject dependency in BCI decoding Michele Romani Francesco Paissan Andrea Fossà Elisabetta Farella 84 0 0 27 Sep 2025
Protocode: Prototype-Driven Interpretability for Code Generation in LLMs Krishna Vamshi Bodla Haizhao Yang 115 0 0 27 Sep 2025
From Outliers to Topics in Language Models: Anticipating Trends in News Corpora Evangelia Zve Benjamin Icard Alice Breton Lila Sainero Gauvain Bourgne J. Ganascia 50 1 0 26 Sep 2025
Convexity-Driven Projection for Point Cloud Dimensionality Reduction Suman Sanyal 3DPC 24 0 0 26 Sep 2025
ProPerSim: Developing Proactive and Personalized AI Assistants through User-Assistant Simulation Jiho Kim Junseong Choi Woosog Chay Daeun Kyung Yeonsu Kwon Yohan Jo E. Choi AI4TS 56 0 0 26 Sep 2025
LAVA: Explainability for Unsupervised Latent Embeddings Ivan Stresec Joana P. Gonçalves 85 0 0 25 Sep 2025
Temporal vs. Spatial: Comparing DINOv3 and V-JEPA2 Feature Representations for Video Action Analysis Sai Varun Kodathala Rakesh Vunnam 80 0 0 25 Sep 2025
Fast Estimation of Wasserstein Distances via Regression on Sliced Wasserstein Distances Khai Nguyen Hai Nguyen N. Ho OT 3DPC 3DV 146 1 0 24 Sep 2025
Human-Interpretable Uncertainty Explanations for Point Cloud Registration Johannes A. Gaus Loris Schneider Yitian Shi Jongseok Lee Rania Rayyes Rudolph Triebel 3DPC 191 0 0 23 Sep 2025
Charting a Decade of Computational Linguistics in Italy: The CLiC-it Corpus Chiara Alzetta S. Auriemma Alessandro Bondielli Luca Dini Chiara Fazzone Alessio Miaschi Martina Miliani Marta Sartor LMTD 121 0 0 23 Sep 2025
Equilibrium flow: From Snapshots to Dynamics Yanbo Zhang Michael Levin 108 0 0 22 Sep 2025
Evaluating Large Language Models for Detecting Antisemitism Jay Patel Hrudayangam Mehta Jeremy Blackburn 215 0 0 22 Sep 2025
Bilateral Distribution Compression: Reducing Both Data Size and Dimensionality Dominic Broadbent Nick Whiteley Robert Allison Tom Lovett 222 0 0 22 Sep 2025

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UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

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