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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
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 103 0 0 27 Mar 2024
A Sociotechnical Framework For Addressing Stigma and Designing Personalized Digital Health Products D. Paula Daniel Juehling Falk Uebernickel 57 0 0 26 Mar 2024
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction H. Barua Kalin Stefanov KokSheik Wong Abhinav Dhall Ganesh Krishnasamy 3DV 95 2 0 26 Mar 2024
Targeted Visualization of the Backbone of Encoder LLMs Isaac Roberts Alexander Schulz L. Hermes Barbara Hammer 49 0 0 26 Mar 2024
S+t-SNE -- Bringing Dimensionality Reduction to Data Streams Pedro C. Vieira Joao P. Montrezol Joao T. Vieira Joao Gama 3DGS AI4TS 35 0 0 26 Mar 2024
Interpretable cancer cell detection with phonon microscopy using multi-task conditional neural networks for inter-batch calibration Yijie Zheng Rafael Fuentes-Domínguez M. Clark G. Gordon F. Pérez-Cota 21 0 0 26 Mar 2024
Compressing and Interpreting Word Embeddings with Latent Space Regularization and Interactive Semantics Probing Haoyu Li Junpeng Wang Yan Zheng Liang Wang Wei Zhang Han-Wei Shen 51 3 0 25 Mar 2024
Advancing Extrapolative Predictions of Material Properties through Learning to Learn Kohei Noda Araki Wakiuchi Yoshihiro Hayashi Ryo Yoshida AI4CE 59 0 0 25 Mar 2024
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection Mohammad Mahmudul Alam Edward Raff Stella Biderman Tim Oates James Holt AAML 90 4 0 23 Mar 2024
Convection-Diffusion Equation: A Theoretically Certified Framework for Neural Networks Tangjun Wang Chenglong Bao Zuoqiang Shi DiffM 81 1 0 23 Mar 2024
Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks Sudhir Sornapudi Rajhans Singh Corteva Agriscience SSL 79 2 0 22 Mar 2024
Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry J. Gröhl Kylie Yeung Kevin Gu Thomas R. Else Monika A Golinska Ellie V. Bunce Lina Hacker S. Bohndiek OOD 23 3 0 21 Mar 2024
Curvature Augmented Manifold Embedding and Learning Yongming Liu MedIm 224 2 0 21 Mar 2024
Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures S. V. Dibbo Adam Breuer Juston S. Moore Michael Teti AAML 85 5 0 21 Mar 2024
Genetic Programming for Explainable Manifold Learning Ben Cravens Andrew Lensen Paula Maddigan Bing Xue 105 1 0 21 Mar 2024
A conditional latent autoregressive recurrent model for generation and forecasting of beam dynamics in particle accelerators M. Rautela Alan Williams A. Scheinker 84 4 0 19 Mar 2024
Opti-Acoustic Semantic SLAM with Unknown Objects in Underwater Environments Kurran Singh Jungseok Hong Nick Rypkema John J. Leonard 72 2 0 19 Mar 2024
Safeguarding Marketing Research: The Generation, Identification, and Mitigation of AI-Fabricated Disinformation Anirban Mukherjee 62 4 0 17 Mar 2024
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models Yongtao Ge Wenjia Wang Yongfan Chen Hao Chen Chunhua Shen 3DH 72 8 0 17 Mar 2024
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification Mahdi Alehdaghi Pourya Shamsolmoali Rafael M. O. Cruz Eric Granger 103 1 0 16 Mar 2024
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction Chen Chen Lei Li M. Beetz Abhirup Banerjee Ramneek Gupta Vicente Grau 65 5 0 15 Mar 2024
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis F. Maani Numan Saeed Aleksandr Matsun Mohammad Yaqub SyDa 94 4 0 15 Mar 2024
Improving Medical Multi-modal Contrastive Learning with Expert Annotations Yogesh Kumar Pekka Marttinen MedIm VLM 88 11 0 15 Mar 2024
SpokeN-100: A Cross-Lingual Benchmarking Dataset for The Classification of Spoken Numbers in Different Languages René Groh Nina Goes Andreas M. Kist 53 0 0 14 Mar 2024
McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets Braulio V. Sánchez Vinces Robson L. F. Cordeiro Christos Faloutsos 46 0 0 12 Mar 2024
MoralBERT: A Fine-Tuned Language Model for Capturing Moral Values in Social Discussions Vjosa Preniqi Iacopo Ghinassi Julia Ive C. Saitis Kyriaki Kalimeri 72 7 0 12 Mar 2024
Exploring Large Language Models and Hierarchical Frameworks for Classification of Large Unstructured Legal Documents Nishchal Prasad M. Boughanem T. Dkaki AILaw ELM 84 6 0 11 Mar 2024
Pulling back symmetric Riemannian geometry for data analysis W. Diepeveen 77 3 0 11 Mar 2024
DiffRed: Dimensionality Reduction guided by stable rank Prarabdh Shukla Gagan Raj Gupta Kunal Dutta 49 3 0 09 Mar 2024
Dynamic clustering for heterophilic stochastic block models with time-varying node memberships Kevin Z Lin Jing Lei 67 2 0 08 Mar 2024
Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification Salome Kazeminia Max Joosten D. Bosnacki Carsten Marr 56 3 0 08 Mar 2024
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference Wei-Lin Chiang Lianmin Zheng Ying Sheng Anastasios Nikolas Angelopoulos Tianle Li ... Hao Zhang Banghua Zhu Michael I. Jordan Joseph E. Gonzalez Ion Stoica OSLM 184 603 0 07 Mar 2024
Understanding Biology in the Age of Artificial Intelligence Elsa Lawrence Adham El-Shazly Srijit Seal Chaitanya K. Joshi Pietro Lio Shantanu Singh Andreas Bender Pietro Sormanni Matthew Greenig SyDa 42 2 0 06 Mar 2024
Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media Bohan Jiang Lu Cheng Zhen Tan Ruocheng Guo Huan Liu 67 8 0 06 Mar 2024
Probabilistic Topic Modelling with Transformer Representations Arik Reuter Anton Thielmann Christoph Weisser Benjamin Säfken Thomas Kneib 69 1 0 06 Mar 2024
GPTopic: Dynamic and Interactive Topic Representations Arik Reuter Anton Thielmann Christoph Weisser Sebastian Fischer Benjamin Säfken LLMAG 67 3 0 06 Mar 2024
The Geometric Structure of Topic Models Johannes Hirth Tom Hanika 74 0 0 06 Mar 2024
SalienTime: User-driven Selection of Salient Time Steps for Large-Scale Geospatial Data Visualization Juntong Chen Haiwen Huang Huayuan Ye Zhong Peng Chenhui Li Changbo Wang 88 1 0 06 Mar 2024
Density-based Isometric Mapping Bardia Yousefi Mélina Khansari Ryan Trask Patrick Tallon Carina Carino ... Vikas Kundra Lan Ma Lei Ren Keyvan Farahani M. Hershman 46 0 0 04 Mar 2024
$Γ$ -VAE: Curvature regularized variational autoencoders for uncovering emergent low dimensional geometric structure in high dimensional data Jason Z. Kim Nicolas Perrin-Gilbert Erkan Narmanli Paul Klein Christopher R. Myers Itai Cohen J. Waterfall James P. Sethna DRL 38 0 0 02 Mar 2024
An Efficient Difference-of-Convex Solver for Privacy Funnel Tengfei Huang H. El Gamal 55 5 0 02 Mar 2024
FlaKat: A Machine Learning-Based Categorization Framework for Flaky Tests Shizhe Lin Ryan Liu L. Tahvildari 33 0 0 01 Mar 2024
Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing Pranav Shetty Aishat Adeboye Sonakshi Gupta Chao Zhang R. Ramprasad 69 6 0 29 Feb 2024
Compositional API Recommendation for Library-Oriented Code Generation Zexiong Ma Shengnan An Bing Xie Zeqi Lin 83 18 0 29 Feb 2024
Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes Ying Fu Ye Kwon Huh Kaibo Liu 49 1 0 29 Feb 2024
CogBench: a large language model walks into a psychology lab Julian Coda-Forno Marcel Binz Jane X. Wang Eric Schulz ELM ALM LLMAG LM&MA 121 39 0 28 Feb 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps Giuseppe Attanasio Beatrice Savoldi Dennis Fucci Dirk Hovy 85 9 0 28 Feb 2024
Autoencoder-based General Purpose Representation Learning for Customer Embedding Jan Henrik Bertrand J. P. Gargano Laurent Mombaerts Jonathan Taws Jonathan Taws OOD 78 3 0 28 Feb 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Eric Wang Feng Ding Shu Hu 105 41 0 27 Feb 2024
NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning Yali Bian Rebecca Faust Chris North HAI 34 0 0 27 Feb 2024