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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
Global Ground Metric Learning with Applications to scRNA dataInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Damin Kühn Michael T. Schaub OOD 181 0 0 18 Jun 2025
Digital Gatekeepers: Google's Role in Curating Hashtags and SubredditsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Amrit Poudel Yifan Ding Jurgen Pfeffer Tim Weninger 88 1 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 165 2 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 Ilya Ilyankou HAI 157 1 0 17 Jun 2025
Data analysis using discrete cubical homology Chris Kapulkin Nathan Kershaw 71 1 0 17 Jun 2025
Beyond Force Metrics: Pre-Training MLFFs for Stable MD Simulations Shagun Maheshwari Janghoon Ock Adeesh Kolluru A. Farimani John R. Kitchin John R. Kitchin AI4CE 159 0 0 17 Jun 2025
Antibody Foundational Model : Ab-RoBERTa Eunna Huh Hyeonsu Lee Hyunjin Shin 164 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 243 1 0 15 Jun 2025
Detecting Narrative Shifts through Persistent Structures: A Topological Analysis of Media Discourse Mark M. Bailey Mark I. Heiligman 101 2 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 Jiabo He Yu-Gang Jiang VGen 303 1 0 13 Jun 2025
Improving Multimodal Learning Balance and Sufficiency through Data Remixing Xiaoyu Ma Hao Chen Yongjian Deng 212 4 0 13 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 221 0 0 11 Jun 2025
Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety Enes Özeren Alexander Ulbrich Sascha Filimon David Rügamer Andreas Bender 126 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 171 4 0 10 Jun 2025
The interplay of robustness and generalization in quantum machine learning Julian Berberich Tobias Fellner Christian Holm AAML 136 3 0 10 Jun 2025
SoftStep: Learning Sparse Similarity Powers Deep Neighbor-Based Regression Aviad Susman Mayte Suárez-Fariñas Joseph T Colonel Joseph T Colonel 142 0 0 09 Jun 2025
The Lock-in Hypothesis: Stagnation by Algorithm Tianyi Qiu Zhonghao He Tejasveer Chugh Max Kleiman-Weiner 149 5 0 06 Jun 2025
Benchmarking Misuse Mitigation Against Covert Adversaries Davis Brown Mahdi Sabbaghi Luze Sun Avi Schwarzschild George Pappas Eric Wong Hamed Hassani 132 2 0 06 Jun 2025
Persistent Homology of Topic Networks for the Prediction of Reader CuriosityAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Manuel D. S. Hopp Vincent Labatut Arthur Amalvy Richard Dufour Hannah Stone Hayley Jach Kou Murayama 123 0 0 06 Jun 2025
Towards an Explainable Comparison and Alignment of Feature Embeddings Mohammad Jalali Bahar Dibaei Nia Farzan Farnia 280 3 0 06 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 259 0 0 05 Jun 2025
Towards Reliable Identification of Diffusion-based Image Manipulations Alex Costanzino Woody Bayliss Juil Sock Marc Gorriz Blanch Danijela Horak Ivan Laptev Juil Sock Fabio Pizzati DiffM 205 1 0 05 Jun 2025
EALG: Evolutionary Adversarial Generation of Language Model-Guided Generators for Combinatorial Optimization Ruibo Duan Yuxin Liu Xinyao Dong Chenglin Fan 255 2 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 260 4 0 03 Jun 2025
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Hayato Tsukagoshi Ryohei Sasano VLM 228 4 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 228 0 0 02 Jun 2025
Estimating properties of a homogeneous bounded soil using machine learning models Konstantinos Kalimeris Leonidas Mindrinos Nikolaos Pallikarakis 69 3 0 02 Jun 2025
MoCA: Multi-modal Cross-masked Autoencoder for Digital Health Measurements Howon Ryu Y. Chen Yacun Wang Andrea Z. LaCroix Chongzhi Di L. Natarajan Yu Wang Jingjing Zou 286 0 0 02 Jun 2025
IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response TheoryAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Wei Song Z. Huang Cheng Cheng W. Gao Bihan Xu Guanhao Zhao Fei-Yue Wang Runze Wu KELM 248 8 0 01 Jun 2025
How do Transformer Embeddings Represent Compositions? A Functional AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Aishik Nagar Ishaan Singh Rawal Mansi Dhanania Cheston Tan CoGe 174 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 69 1 0 31 May 2025
Riemannian Principal Component Analysis Oldemar Rodríguez 51 0 0 30 May 2025
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning Wanyun Xie F. Tonin Volkan Cevher 138 2 0 30 May 2025
Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with OutliersIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Heejo Kong Sung-Jin Kim Gunho Jung Seong-Whan Lee 159 1 0 30 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 311 13 0 29 May 2025
Enhanced DACER Algorithm with High Diffusion Efficiency Yinuo Wang Mining Tan Wenjun Zou Haotian Lin Xujie Song ... Tianze Zhu Shiqi Liu Jingliang Duan Jingliang Duan Shengbo Eben Li DiffM 285 2 0 29 May 2025
Prompt Engineer: Analyzing Skill Requirements in the AI Job Market An Vu Jonas Oppenlaender VLM 140 1 0 29 May 2025
Cross-Modal Characterization of Thin Film MoS $_2$ Using Generative ModelsAdvanced Intelligent Systems (Adv. Intell. Syst.), 2025 Isaiah A. Moses Chen Chen Joan M. Redwing Wesley F. Reinhart 124 0 0 29 May 2025
Learning to Infer Parameterized Representations of Plants from 3D Scans Samara Ghrer Christophe Godin Stefanie Wuhrer 3DV 3DPC 300 0 0 28 May 2025
Unsupervised Latent Pattern Analysis for Estimating Type 2 Diabetes Risk in Undiagnosed Populations Praveen Kumar Vincent T. Metzger Scott A. Malec 72 0 0 27 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 279 1 0 27 May 2025
How Do Transformers Learn Variable Binding in Symbolic Programs? Yiwei Wu Atticus Geiger Raphaël Millière NAI 161 7 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 257 5 0 26 May 2025
C3R: Channel Conditioned Cell Representations for unified evaluation in microscopy imaging Umar Marikkar Syed Sameed Husain Muhammad Awais Sara Atito 191 0 0 24 May 2025
Canonical Policy: Learning Canonical 3D Representation for SE(3)-Equivariant Policy Zhiyuan Zhang Zhengtong Xu Jai Nanda Lakamsani Yu She SSL LM&Ro 3DPC 215 1 0 24 May 2025
Learning Shared Representations from Unpaired Data Amitai Yacobi Nir Ben-Ari Ronen Talmon Uri Shaham SSL 268 0 0 23 May 2025
Surfacing Semantic Orthogonality Across Model Safety Benchmarks: A Multi-Dimensional Analysis Jonathan Bennion Shaona Ghosh Mantek Singh Nouha Dziri 263 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 229 10 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 221 11 0 23 May 2025
Learning Genomic Structure from $k$ -mers Filip Thor Carl Nettelblad 39 0 0 22 May 2025