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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
Manifold Learning for Personalized and Label-Free Detection of Cardiac Arrhythmias Amir Reza Vazifeh Jason W. Fleischer 14 0 0 19 Jun 2025
Active Learning-Guided Seq2Seq Variational Autoencoder for Multi-target Inhibitor Generation Julia Vilalta Mor Alexis Molina Laura Ortega Varga Isaac Filella-Merce Víctor Guallar 10 0 0 18 Jun 2025
Pieceformer: Similarity-Driven Knowledge Transfer via Scalable Graph Transformer in VLSI Hang Yang Yusheng Hu Yong Liu Cong 17 0 0 18 Jun 2025
Global Ground Metric Learning with Applications to scRNA data Damin Kühn Michael T. Schaub OOD 15 0 0 18 Jun 2025
Creating User-steerable Projections with Interactive Semantic Mapping Artur André Oliveira Mateus Espadoto Roberto Hirata Jr. Roberto M. Cesar Jr. A. Telea 29 0 0 18 Jun 2025
Data analysis using discrete cubical homology Chris Kapulkin Nathan Kershaw 20 0 0 17 Jun 2025
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places Xinglei Wang Tao Cheng Stephen Law Zichao Zeng Ilya Ilyankou Junyuan Liu Lu Yin Weiming Huang Natchapon Jongwiriyanurak HAI 27 0 0 17 Jun 2025
POCO: Scalable Neural Forecasting through Population Conditioning Yu Duan Hamza Tahir Chaudhry Misha B. Ahrens Christopher D Harvey Matthew G Perich Karl Deisseroth Kanaka Rajan AI4CE 23 0 0 17 Jun 2025
Digital Gatekeepers: Google's Role in Curating Hashtags and Subreddits Amrit Poudel Yifan Ding Jurgen Pfeffer Tim Weninger 18 0 0 17 Jun 2025
Antibody Foundational Model : Ab-RoBERTa Eunna Huh Hyeonsu Lee Hyunjin Shin 15 0 0 16 Jun 2025
Active Adversarial Noise Suppression for Image Forgery Localization Rongxuan Peng Shunquan Tan Xianbo Mo Alex C. Kot Jiwu Huang AAML 24 0 0 15 Jun 2025
Detecting Narrative Shifts through Persistent Structures: A Topological Analysis of Media Discourse Mark M. Bailey Mark I. Heiligman 15 0 0 14 Jun 2025
DAVID-XR1: Detecting AI-Generated Videos with Explainable Reasoning Yifeng Gao Yifan Ding Hongyu Su Juncheng Li Yunhan Zhao ... Li Wang Xin Wang Yixu Wang Xingjun Ma Yu-Gang Jiang VGen 12 0 0 13 Jun 2025
Improving Multimodal Learning Balance and Sufficiency through Data Remixing Xiaoyu Ma Hao Chen Yongjian Deng 24 0 0 13 Jun 2025
Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety Enes Özeren Alexander Ulbrich Sascha Filimon David Rügamer Andreas Bender 21 0 0 11 Jun 2025
A Hierarchical Probabilistic Framework for Incremental Knowledge Tracing in Classroom Settings Xinyi Gao Qiucheng Wu Yang Zhang Xuechen Liu Kaizhi Qian Ying Xu Shiyu Chang AI4Ed 49 0 0 11 Jun 2025
Reinforcement Fine-Tuning for Reasoning towards Multi-Step Multi-Source Search in Large Language Models Wentao Shi Yiqing Shen KELM LRM 10 0 0 10 Jun 2025
The interplay of robustness and generalization in quantum machine learning Julian Berberich Tobias Fellner Christian Holm AAML 45 0 0 10 Jun 2025
Nearness of Neighbors Attention for Regression in Supervised Finetuning Aviad Susman Mayte Suárez-Fariñas Joseph T Colonel 22 0 0 09 Jun 2025
Towards an Explainable Comparison and Alignment of Feature Embeddings Mohammad Jalali Bahar Dibaei Nia Farzan Farnia 53 0 0 06 Jun 2025
The Lock-in Hypothesis: Stagnation by Algorithm Tianyi Qiu Zhonghao He Tejasveer Chugh Max Kleiman-Weiner 53 0 0 06 Jun 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity Manuel D. S. Hopp Vincent Labatut Arthur Amalvy Richard Dufour Hannah Stone Hayley Jach Kou Murayama 20 0 0 06 Jun 2025
Benchmarking Misuse Mitigation Against Covert Adversaries Davis Brown Mahdi Sabbaghi Luze Sun Alexander Robey George Pappas Eric Wong Hamed Hassani 28 0 0 06 Jun 2025
Towards Reliable Identification of Diffusion-based Image Manipulations Alex Costanzino Woody Bayliss Juil Sock Marc Gorriz Blanch Danijela Horak Ivan Laptev Philip Torr Fabio Pizzati DiffM 49 0 0 05 Jun 2025
Urania: Differentially Private Insights into AI Use Daogao Liu Edith Cohen Badih Ghazi Peter Kairouz Pritish Kamath ... Ravi Kumar Pasin Manurangsi Adam Sealfon Da Yu Chiyuan Zhang 116 0 0 05 Jun 2025
EALG: Evolutionary Adversarial Generation of Language Model-Guided Generators for Combinatorial Optimization Ruibo Duan Yuxin Liu Xinyao Dong Chenglin Fan 58 0 0 03 Jun 2025
NetPress: Dynamically Generated LLM Benchmarks for Network Applications Yajie Zhou Jiajun Ruan Eric S. Wang Sadjad Fouladi Francis Y. Yan Kevin Hsieh Zaoxing Liu 34 0 0 03 Jun 2025
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings Hayato Tsukagoshi Ryohei Sasano VLM 50 0 0 02 Jun 2025
Quantum Ensembling Methods for Healthcare and Life Science Kahn Rhrissorrakrai Kathleen E. Hamilton Prerana Bangalore Parthsarathy Aldo Guzman-Saenz Tyler Alban Filippo Utro Laxmi Parida 16 0 0 02 Jun 2025
Estimating properties of a homogeneous bounded soil using machine learning models Konstantinos Kalimeris Leonidas Mindrinos Nikolaos Pallikarakis 20 0 0 02 Jun 2025
How do Transformer Embeddings Represent Compositions? A Functional Analysis Aishik Nagar Ishaan Singh Rawal Mansi Dhanania Cheston Tan CoGe 64 0 0 01 Jun 2025
IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory Wei Song Z. Huang Cheng Cheng W. Gao Bihan Xu Guanhao Zhao Fei-Yue Wang Runze Wu KELM 36 0 0 01 Jun 2025
A Foundation Model for Non-Destructive Defect Identification from Vibrational Spectra Mouyang Cheng Chu-Liang Fu Bowen Yu Eunbi Rha Abhijatmedhi Chotrattanapituk Douglas L Abernathy Yongqiang Cheng Mingda Li 29 0 0 31 May 2025
Riemannian Principal Component Analysis Oldemar Rodríguez 17 0 0 30 May 2025
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning Wanyun Xie F. Tonin Volkan Cevher 34 0 0 30 May 2025
Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with Outliers Heejo Kong Sung-Jin Kim Gunho Jung Seong-Whan Lee 35 0 0 30 May 2025
Prompt Engineer: Analyzing Skill Requirements in the AI Job Market An Vu Jonas Oppenlaender VLM 28 0 0 29 May 2025
Cross-Modal Characterization of Thin Film MoS $_2$ Using Generative Models Isaiah A. Moses Chen Chen Joan M. Redwing Wesley F. Reinhart 18 0 0 29 May 2025
Enhanced DACER Algorithm with High Diffusion Efficiency Yinuo Wang Mining Tan Wenjun Zou Haotian Lin Xujie Song ... Guojian Zhan Tianze Zhu Shiqi Liu Jingliang Duan Shengbo Eben Li DiffM 76 0 0 29 May 2025
ZeroGUI: Automating Online GUI Learning at Zero Human Cost Chenyu Yang Shiqian Su Shi-Qi Liu Xuan Dong Yue Yu ... Hao Li Wenhai Wang Yu Qiao Xizhou Zhu Jifeng Dai OffRL 142 0 0 29 May 2025
Something's Fishy In The Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks Allaa Boutaleb B. Amann Hubert Naacke Rafael Angarita LMTD 40 0 0 27 May 2025
Unsupervised Latent Pattern Analysis for Estimating Type 2 Diabetes Risk in Undiagnosed Populations Praveen Kumar Vincent T. Metzger Scott A. Malec 25 0 0 27 May 2025
How Do Transformers Learn Variable Binding in Symbolic Programs? Yiwei Wu Atticus Geiger Raphaël Millière NAI 41 1 0 27 May 2025
DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients Yuxing Lu Gecheng Fu Wei Wu Xukai Zhao Sin Yee Goi Jinzhuo Wang 125 0 0 26 May 2025
C3R: Channel Conditioned Cell Representations for unified evaluation in microscopy imaging Umar Marikkar Syed Sameed Husain Muhammad Awais Sara Atito 41 0 0 24 May 2025
Surfacing Semantic Orthogonality Across Model Safety Benchmarks: A Multi-Dimensional Analysis Jonathan Bennion Shaona Ghosh Mantek Singh Nouha Dziri 172 0 0 23 May 2025
BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Zezhi Shao Yujie Li Fei Wang Chengqing Yu Yisong Fu Tangwen Qian Bin Xu Boyu Diao Yongjun Xu Xueqi Cheng AI4TS 67 0 0 23 May 2025
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems Hansa Meghwani Amit Agarwal Priyaranjan Pattnayak Hitesh Laxmichand Patel Srikant Panda 62 0 0 23 May 2025
Learning Shared Representations from Unpaired Data Amitai Yacobi Nir Ben-Ari Ronen Talmon Uri Shaham SSL 80 0 0 23 May 2025
Learning Genomic Structure from $k$ -mers Filip Thor Carl Nettelblad 17 0 0 22 May 2025