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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
Iterative Improvement of an Additively Regularized Topic Model Alex Gorbulev V. Alekseev Konstantin Vorontsov 106 0 0 11 Aug 2024
Civiverse: A Dataset for Analyzing User Engagement with Open-Source Text-to-Image Models Maria-Teresa De Rosa Palmini Laura Wagner Eva Cetinic 65 2 0 10 Aug 2024
Clustering-friendly Representation Learning for Enhancing Salient Features Toshiyuki Oshima Kentaro Takagi Kouta Nakata SSL 49 0 0 09 Aug 2024
Exploring Scalability in Large-Scale Time Series in DeepVATS framework Inmaculada Santamaria-Valenzuela V. Rodríguez-Fernández David Camacho AI4TS 16 1 0 08 Aug 2024
Out-of-Core Dimensionality Reduction for Large Data via Out-of-Sample Extensions Luca Reichmann David Hägele Daniel Weiskopf 408 1 0 07 Aug 2024
AEye: A Visualization Tool for Image Datasets Florian Grötschla Luca A. Lanzendörfer Marco Calzavara Roger Wattenhofer 54 1 0 07 Aug 2024
Deep Clustering via Distribution Learning Guanfang Dong Zijie Tan Chenqiu Zhao Anup Basu OOD 103 0 0 06 Aug 2024
Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation M. Woodland Nihil Patel Austin Castelo Mais Al Taie Mohamed Eltaher ... Nakul Gupta David Victor Laura Beretta Ankit B. Patel Kristy K. Brock OOD 78 0 0 05 Aug 2024
A Classifier-Based Approach to Multi-Class Anomaly Detection Applied to Astronomical Time-Series Rithwik Gupta D. Muthukrishna Michelle Lochner 119 1 0 05 Aug 2024
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics Shishira R. Maiya Anubhav Gupta M. Gwilliam Max Ehrlich Abhinav Shrivastava 82 3 1 05 Aug 2024
On Probabilistic Embeddings in Optimal Dimension Reduction Ryan Murray Adam Pickarski 20 2 0 05 Aug 2024
Graphical Modelling without Independence Assumptions for Uncentered Data Bailey Andrew David R. Westhead Luisa Cutillo 24 0 0 05 Aug 2024
VidModEx: Interpretable and Efficient Black Box Model Extraction for High-Dimensional Spaces Somnath Sendhil Kumar Yuvaraj Govindarajulu Pavan Kulkarni Manojkumar Somabhai Parmar FAtt 68 1 0 04 Aug 2024
MMPKUBase: A Comprehensive and High-quality Chinese Multi-modal Knowledge Graph Xuan Yi Yanzeng Li Lei Zou VLM 41 0 0 03 Aug 2024
Feature Clock: High-Dimensional Effects in Two-Dimensional Plots Olga Ovcharenko Rita Sevastjanova Philip Jonathan 125 0 0 02 Aug 2024
Outlier Detection in Large Radiological Datasets using UMAP Mohammad Tariqul Islam Jason W. Fleischer 94 2 0 31 Jul 2024
GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks Jihee You Sowon Jeong Claire Donnat 53 1 0 30 Jul 2024
Automatic Die Studies for Ancient Numismatics Clément Cornet Héloïse Aumaître Romaric Besançon Julien Olivier Thomas Faucher Hervé Le Borgne 62 0 0 30 Jul 2024
Adapting Safe-for-Work Classifier for Malaysian Language Text: Enhancing Alignment in LLM-Ops Framework Aisyah Razak Ariff Nazhan Kamarul Adha Wan Adzhar Faiq Adzlan Mas Aisyah Ahmad Ammar Azman 28 0 0 30 Jul 2024
Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept Alexandre Trilla Ossee Yiboe Nenad Mijatovic Jordi Vitrià 88 1 0 30 Jul 2024
Urban Safety Perception Assessments via Integrating Multimodal Large Language Models with Street View Images Jiaxin Zhanga Yunqin Lia Tomohiro Fukudab Bowen Wang 69 1 0 29 Jul 2024
An Iterative Approach to Topic Modelling Albert Wong Florence Wing Yau Cheng Ashley Keung Yamileth Hercules Mary Alexandra Garcia Yew-Wei Lim Lien Pham 105 0 0 25 Jul 2024
A Large-Scale Sensitivity Analysis on Latent Embeddings and Dimensionality Reductions for Text Spatializations Daniel Atzberger Tim Cech Willy Scheibel Jürgen Döllner M. Behrisch Tobias Schreck 106 4 0 25 Jul 2024
Revisiting Machine Unlearning with Dimensional Alignment Seonguk Seo Dongwan Kim Bohyung Han MU 63 1 0 25 Jul 2024
Can Large Language Models Automatically Jailbreak GPT-4V? Yuanwei Wu Yue Huang Yixin Liu Xiang Li Pan Zhou Lichao Sun SILM 72 2 0 23 Jul 2024
A study of animal action segmentation algorithms across supervised, unsupervised, and semi-supervised learning paradigms Ari Blau Evan S Schaffer Neeli Mishra Nathaniel J. Miska The International Brain Laboratory Liam Paninski Matthew R Whiteway 82 0 0 23 Jul 2024
Improving multidimensional projection quality with user-specific metrics and optimal scaling Maniru Ibrahim 23 0 0 23 Jul 2024
MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation Ziheng Wang Xinhe Li H. Momma Stefan Köpsell CML 60 0 0 23 Jul 2024
SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning Chunzhen Jin Yongfeng Huang Yaqi Wang Peng Cao Osmar Zaiane VLM 94 1 0 22 Jul 2024
On the Automated Processing of User Feedback Walid Maalej V. Biryuk Jialiang Wei Fabian Panse 68 6 0 22 Jul 2024
TADA: Temporal Adversarial Data Augmentation for Time Series Data Byeong Tak Lee Joon-Myoung Kwon Yong-Yeon Jo TTA 74 0 0 21 Jul 2024
Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning Chen Shen Chunfeng Lian Wanqing Zhang Fan Wang Jianhua Zhang ... Hongshu Mu Hao Wu Xinggong Liang Jianhua Ma Zhenyuan Wang 111 1 0 20 Jul 2024
A Two-Phase Visualization System for Continuous Human-AI Collaboration in Sequelae Analysis and Modeling Ouyang Yang Chenyang Zhang He Wang Tianle Ma Chang Jiang Yuheng Yan Zuo-Qin Yan Xiaojuan Ma Chuhan Shi Quan Li 90 0 0 20 Jul 2024
Voices in a Crowd: Searching for Clusters of Unique Perspectives Nikolas Vitsakis Amit Parekh Ioannis Konstas 84 1 0 19 Jul 2024
NeuroBind: Towards Unified Multimodal Representations for Neural Signals Fengyu Yang Chao Feng Daniel Wang Tianye Wang Ziyao Zeng ... Hyoungseob Park Pengliang Ji Han Zhao Yuanning Li Alex Wong 113 10 0 19 Jul 2024
A Foundation Model for Soccer Ethan Baron Daniel Hocevar Zach Salehe ViT 68 2 0 18 Jul 2024
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression Aryan Gulati Xingjian Dong Carlos Hurtado Sarath Shekkizhar Swabha Swayamdipta Antonio Ortega OODD 81 2 0 18 Jul 2024
EnergyDiff: Universal Time-Series Energy Data Generation using Diffusion Models Nan Lin Peter Palensky Pedro P. Vergara DiffM 95 0 0 18 Jul 2024
VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual Descriptions Seokha Moon Hyun Woo Hongbeen Park Haeji Jung R. Mahjourian Hyung-Gun Chi Hyerin Lim Sangpil Kim Jinkyu Kim 68 6 0 17 Jul 2024
Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection Jintang Xue Yun Cheng Wang Chengwei Wei C.-C. Jay Kuo 78 0 0 17 Jul 2024
Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts Sam Yu-Te Lee Aryaman Bahukhandi Dongyu Liu Kwan-Liu Ma AAML 74 5 0 16 Jul 2024
Bridging Dictionary: AI-Generated Dictionary of Partisan Language Use Hang Jiang Doug Beeferman William Brannon Andrew Heyward Deb Roy 60 0 0 12 Jul 2024
Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories T. Barnes Enrico Werner Jeffrey N. Clark Raúl Santos-Rodríguez 35 0 0 12 Jul 2024
Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach Pablo García Santaclara Bruno Fernández Castro Rebeca P. Díaz Redondo LMTD 97 0 0 12 Jul 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 110 5 0 12 Jul 2024
Uncovering Semantics and Topics Utilized by Threat Actors to Deliver Malicious Attachments and URLs Andrey Yakymovych Abhishek Singh 37 0 0 11 Jul 2024
Unveiling the Potential of BERTopic for Multilingual Fake News Analysis -- Use Case: Covid-19 Karla Schäfer Jeong-Eun Choi Inna Vogel Martin Steinebach 81 1 0 11 Jul 2024
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 140 0 0 09 Jul 2024
Multi-Label Plant Species Classification with Self-Supervised Vision Transformers Murilo Gustineli Anthony Miyaguchi Ian Stalter 54 3 0 08 Jul 2024
Transfer Learning with Self-Supervised Vision Transformers for Snake Identification Anthony Miyaguchi Murilo Gustineli Austin Fischer Ryan Lundqvist 43 4 0 08 Jul 2024