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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
A ripple in time: a discontinuity in American history Alexander Kolpakov Igor Rivin AI4TS 44 0 0 02 Dec 2023
SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting Yunshan Ma Chenchen Ye Zijian Wu Xiang Wang Yixin Cao Liang Pang Tat-Seng Chua AI4TS 49 1 0 02 Dec 2023
A Generalizable Deep Learning System for Cardiac MRI R. Shad C. Zakka Dhamanpreet Kaur R. Fong R. Filice ... Victor Ferrari Euan A. Ashley Michael A. Acker Curt P. Langlotz W. Hiesinger MedIm 86 2 0 01 Dec 2023
DEVIAS: Learning Disentangled Video Representations of Action and Scene for Holistic Video Understanding Kyungho Bae Geo Ahn Youngrae Kim Jinwoo Choi 68 3 0 30 Nov 2023
TLDR: Text Based Last-layer Retraining for Debiasing Image Classifiers Juhyeon Park Seokhyeon Jeong Taesup Moon 90 1 0 30 Nov 2023
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings Andrea W Wen-Yi David Mimno 88 16 0 29 Nov 2023
Topology-Preserving Adversarial Training Xiaoyue Mi Fan Tang Yepeng Weng Danding Wang Juan Cao Sheng Tang Peng Li Yang Liu 102 1 0 29 Nov 2023
Video-based Visible-Infrared Person Re-Identification with Auxiliary Samples Yunhao Du Cheng Lei Zhicheng Zhao Yuan Dong Fei Su 79 15 0 27 Nov 2023
Revealing Cortical Layers In Histological Brain Images With Self-Supervised Graph Convolutional Networks Applied To Cell-Graphs V. Vadori A. Peruffo Jean-Marie Graic Giulia Vadori L. Finos Enrico Grisan SSL 43 0 0 26 Nov 2023
Task adaption by biologically inspired stochastic comodulation Gauthier Boeshertz Caroline Haimerl Cristina Savin 59 0 0 25 Nov 2023
mvlearnR and Shiny App for multiview learning E. Palzer S. Safo 52 0 0 25 Nov 2023
Searching for Snippets of Open-Domain Dialogue in Task-Oriented Dialogue Datasets Armand Stricker P. Paroubek 56 0 0 23 Nov 2023
On the Hyperparameter Loss Landscapes of Machine Learning Models: An Exploratory Study Mingyu Huang Ke Li 69 3 0 23 Nov 2023
Applying Dimensionality Reduction as Precursor to LSTM-CNN Models for Classifying Imagery and Motor Signals in ECoG-Based BCIs Soham Bafana 48 0 0 22 Nov 2023
Latent Lab: Large Language Models for Knowledge Exploration Kevin Dunnell Trudy Painter Andrew Stoddard A. Lippman 36 2 0 21 Nov 2023
Visual Analytics for Generative Transformer Models Raymond Li Ruixin Yang Wen Xiao Ahmed AbuRaed Gabriel Murray Giuseppe Carenini 68 2 0 21 Nov 2023
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning Haiyang Ying Yixuan Yin Jinzhi Zhang Fan Wang Tao Yu Ruqi Huang Lu Fang 48 33 0 20 Nov 2023
Multimodal Indoor Localization Using Crowdsourced Radio Maps Zhaoguang Yi Xiangyu Wen Qiyue Xia Peize Li F. Zampella Firas Alsehly Chris Xiaoxuan Lu 65 2 0 17 Nov 2023
Scalable Edge Clustering of Dynamic Graphs via Weighted Line Graphs Michael Ostroski Geoffrey Sanders Trevor Steil Roger Pearce 13 2 0 17 Nov 2023
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study Maike Zufle Verna Dankers Ivan Titov 96 0 0 16 Nov 2023
Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks Negar Mokhberian Myrl G. Marmarelis F. R. Hopp Valerio Basile Fred Morstatter Kristina Lerman 104 13 0 16 Nov 2023
Constructing interpretable principal curve using Neural ODEs Guangzheng Zhang Bingxian Xu 29 0 0 15 Nov 2023
Social Bias Probing: Fairness Benchmarking for Language Models Marta Marchiori Manerba Karolina Stañczak Riccardo Guidotti Isabelle Augenstein 115 20 0 15 Nov 2023
Simple but Effective Unsupervised Classification for Specified Domain Images: A Case Study on Fungi Images Zhaocong liu Fa Zhang Lin Cheng Huanxi Deng Xiaoyan Yang Zhenyu Zhang Chichun Zhou 53 2 0 15 Nov 2023
Cross-domain feature disentanglement for interpretable modeling of tumor microenvironment impact on drug response Jia Zhai Hui Liu 42 0 0 15 Nov 2023
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification Framework Kaiming Cui D. J. Armstrong Fabo Feng 52 2 0 14 Nov 2023
IruMozhi: Automatically classifying diglossia in Tamil Kabilan Prasanna Aryaman Arora 48 0 0 13 Nov 2023
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Yunlong Zhang Honglin Li Yuxuan Sun Sunyi Zheng Chenglu Zhu Lin Yang 106 33 0 13 Nov 2023
Detecting Suspicious Commenter Mob Behaviors on YouTube Using Graph2Vec Shadi Shajari Mustafa Alassad Nitin Agarwal 111 2 0 09 Nov 2023
Core determinants of quality criteria for mhealth for hypertension: evidence from machine learning instruments D. Paula Ariane Sasso Justus Coester Erwin Boettinger 29 0 0 09 Nov 2023
Labor Space: A Unifying Representation of the Labor Market via Large Language Models Seongwoon Kim Yong-Yeol Ahn Jaehyuk Park 32 1 0 09 Nov 2023
On the Behavior of Audio-Visual Fusion Architectures in Identity Verification Tasks Daniel Claborne Eric Slyman Karl Pazdernik 49 0 0 09 Nov 2023
A Lightweight Architecture for Real-Time Neuronal-Spike Classification Muhammad Ali Siddiqi David Vrijenhoek Lennart P L Landsmeer Job van der Kleij A. Gebregiorgis V. Romano R. Bishnoi Said Hamdioui Christos Strydis 36 1 0 08 Nov 2023
Wearable data from subjects playing Super Mario, sitting university exams, or performing physical exercise help detect acute mood episodes via self-supervised learning F. Corponi Bryan M. Li G. Anmella Clàudia Valenzuela-Pascual Ariadna Mas ... Allan H Young S. Lawrie H. Whalley D. Hidalgo-Mazzei Antonio Vergari 57 0 0 07 Nov 2023
Manifold learning: what, how, and why M. Meilă Hanyu Zhang 88 59 0 07 Nov 2023
Persistent Homology for High-dimensional Data Based on Spectral Methods Sebastian Damrich Philipp Berens D. Kobak 57 2 0 06 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs Andrew Green C. Ribas Nancy Ontiveros-Palacios Sam Griffiths-Jones Anton I. Petrov Alex Bateman Blake Sweeney 135 4 0 06 Nov 2023
Visualizing DNA reaction trajectories with deep graph embedding approaches Chenwei Zhang K. D. Duc Anne Condon GNN 52 2 0 06 Nov 2023
Monotone Generative Modeling via a Gromov-Monge Embedding Wonjun Lee Yifei Yang Dongmian Zou Gilad Lerman GAN 99 2 0 02 Nov 2023
Detecting Out-of-Distribution Through the Lens of Neural Collapse Litian Liu Yao Qin OODD 108 7 0 02 Nov 2023
GIST: Generated Inputs Sets Transferability in Deep Learning Florian Tambon Foutse Khomh G. Antoniol AAML 94 1 0 01 Nov 2023
Tipping Points of Evolving Epidemiological Networks: Machine Learning-Assisted, Data-Driven Effective Modeling N. Evangelou Tianqi Cui J. M. Bello-Rivas Alexei Makeev Ioannis G. Kevrekidis 79 1 0 01 Nov 2023
Farthest Greedy Path Sampling for Two-shot Recommender Search Yufan Cao Tunhou Zhang W. Wen Feng Yan Hai Helen Li Yiran Chen 48 0 0 31 Oct 2023
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 85 19 0 30 Oct 2023
Moral Sparks in Social Media Narratives Ruijie Xi Munindar P. Singh LRM 55 1 0 30 Oct 2023
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning Sapan Shah Sreedhar Reddy Pushpak Bhattacharyya 51 0 0 29 Oct 2023
MCRAGE: Synthetic Healthcare Data for Fairness Keira Behal Jiayi Chen Caleb Fikes Sophia Xiao SyDa MedIm 76 1 0 27 Oct 2023
Lost in Translation -- Multilingual Misinformation and its Evolution Dorian Quelle Calvin Cheng Alexandre Bovet Scott A. Hale 49 2 0 27 Oct 2023
Context-aware feature attribution through argumentation Jinfeng Zhong E. Negre FAtt 60 0 0 24 Oct 2023
Compressed representation of brain genetic transcription James K. Ruffle Henry Watkins Robert J. Gray H. Hyare Michel Thiebaut de Schotten P. Nachev 64 0 0 24 Oct 2023