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
Compositional API Recommendation for Library-Oriented Code Generation Zexiong Ma Shengnan An Bing Xie Zeqi Lin 42 17 0 29 Feb 2024
Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off Futa Waseda Ching-Chun Chang Isao Echizen AAML 29 0 0 22 Feb 2024
Self-supervised Visualisation of Medical Image Datasets I. V. Nwabufo Jan Niklas Böhm Philipp Berens D. Kobak 42 0 0 22 Feb 2024
Contrastive Instruction Tuning Tianyi Yan Fei Wang James Y. Huang Wenxuan Zhou Fan Yin Aram Galstyan Wenpeng Yin Muhao Chen ALM 27 5 0 17 Feb 2024
Towards Financially Inclusive Credit Products Through Financial Time Series Clustering Tristan Bester Benjamin Rosman AI4TS 14 1 0 16 Feb 2024
TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization S. Syed Khalid Al Khatib Martin Potthast 11 2 0 10 Feb 2024
Let Your Graph Do the Talking: Encoding Structured Data for LLMs Bryan Perozzi Bahare Fatemi Dustin Zelle Anton Tsitsulin Mehran Kazemi Rami Al-Rfou Jonathan J. Halcrow GNN 42 55 0 08 Feb 2024
What's documented in AI? Systematic Analysis of 32K AI Model Cards Weixin Liang Nazneen Rajani Xinyu Yang Ezinwanne Ozoani Eric Wu Yiqun Chen D. Smith James Zou 49 15 0 07 Feb 2024
The VampPrior Mixture Model Andrew Stirn David A. Knowles BDL 29 1 0 06 Feb 2024
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Hugues van Assel Cédric Vincent-Cuaz Nicolas Courty Rémi Flamary Pascal Frossard Titouan Vayer 26 3 0 03 Feb 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 19 123 0 31 Jan 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 37 4 0 31 Jan 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer Katrin Amunts Timo Dickscheid 27 4 0 30 Jan 2024
Interpreting Equivariant Representations Andreas Abildtrup Hansen Anna Calissano Aasa Feragen 53 1 0 23 Jan 2024
Claim Detection for Automated Fact-checking: A Survey on Monolingual, Multilingual and Cross-Lingual Research Rrubaa Panchendrarajan A. Zubiaga HILM 27 15 0 22 Jan 2024
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI Marina Ruiz-Perez Sergio Morell-Ortega Marien Gadea Roberto Vivó Hernando Gregorio Rubio F. Aparici-Robles M. Iglesia-Vayá T. Tourdias Pierrick Coupé J. V. Manjón 22 0 0 15 Jan 2024
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors Wasu Top Piriyakulkij Yingheng Wang Volodymyr Kuleshov DiffM 40 1 0 05 Jan 2024
Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs Masachika Masuda Mazen Soufi Yoshito Otake Keisuke Uemura Sotaro Kono ... Yi Gu Masaki Takao Seiji Okada Nobuhiko Sugano Yoshinobu Sato OOD 26 5 0 30 Dec 2023
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation Ziyang Ma Zhisheng Zheng Jiaxin Ye Jinchao Li Zhifu Gao Shiliang Zhang Xie Chen MDE SLR SSL 25 88 0 23 Dec 2023
Learning to Act without Actions Dominik Schmidt Minqi Jiang OffRL 34 31 0 17 Dec 2023
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature Maxime Wursch Andrei Kucharavy Dimitri Percia David Alain Mermoud 13 4 0 12 Dec 2023
Predictive variational autoencoder for learning robust representations of time-series data Julia Huiming Wang Dexter Tsin Tatiana Engel CML OOD AI4TS 32 2 0 12 Dec 2023
Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data David R. Bellamy Bhawesh Kumar Cindy Wang Andrew L. Beam MedIm 36 3 0 09 Dec 2023
k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis Shashank Kotyan Tatsuya Ueda Danilo Vasconcellos Vargas 29 1 0 07 Dec 2023
Towards the Inferrence of Structural Similarity of Combinatorial Landscapes Mingyu Huang Ke Li 31 0 0 05 Dec 2023
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings Andrea W Wen-Yi David Mimno 33 14 0 29 Nov 2023
Searching for Snippets of Open-Domain Dialogue in Task-Oriented Dialogue Datasets Armand Stricker P. Paroubek 34 0 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 19 0 0 22 Nov 2023
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study Maike Zufle Verna Dankers Ivan Titov 45 0 0 16 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 19 1 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 23 2 0 14 Nov 2023
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Yunlong Zhang Honglin Li Yuxuan Sun Sunyi Zheng Chenglu Zhu Lin Yang 25 29 0 13 Nov 2023
Labor Space: A Unifying Representation of the Labor Market via Large Language Models Seongwoon Kim Yong-Yeol Ahn Jaehyuk Park 16 1 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 13 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 26 0 0 07 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 29 4 0 06 Nov 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 28 17 0 30 Oct 2023
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning Sapan Shah Sreedhar Reddy Pushpak Bhattacharyya 13 0 0 29 Oct 2023
MCRAGE: Synthetic Healthcare Data for Fairness Keira Behal Jiayi Chen Caleb Fikes Sophia Xiao SyDa MedIm 32 1 0 27 Oct 2023
Graph Neural Network approaches for single-cell data: A recent overview Konstantinos Lazaros Dimitrios E Koumadorakis Vlamos Aristidis G. Vrahatis AI4CE 32 7 0 14 Oct 2023
Log Anomaly Detection on EuXFEL Nodes Antonin Sulc Annika Eichler T. Wilksen 29 0 0 13 Oct 2023
Latent Wander: an Alternative Interface for Interactive and Serendipitous Discovery of Large AV Archives Yuchen Yang Linyida Zhang 21 2 0 09 Oct 2023
A Process for Topic Modelling Via Word Embeddings Diego Saldana Ulloa 23 0 0 06 Oct 2023
Cluster Exploration using Informative Manifold Projections Stavros Gerolymatos Xenophon Evangelopoulos V. Gusev John Y. Goulermas 19 0 0 26 Sep 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 32 13 0 22 Sep 2023
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks Shuai Wang Jiayi Shen Athanasios Efthymiou S. Rudinac Monika Kackovic N. Wijnberg M. Worring 21 0 0 22 Sep 2023
Audio Contrastive based Fine-tuning Yang Wang Qibin Liang Chenghao Xiao Yizhi Li Noura Al Moubayed Chenghua Lin 32 0 0 21 Sep 2023
Embed-Search-Align: DNA Sequence Alignment using Transformer Models Pavan Holur Kenneth C. Enevoldsen Shreyas Rajesh L. Mboning Thalia Georgiou Louis-S. Bouchard Matteo Pellegrini V. Roychowdhury 25 0 0 20 Sep 2023
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers N. Solovyev Ryan Barron Manish Bhattarai M. Eren Kim Ø. Rasmussen Boian S. Alexandrov 19 1 0 19 Sep 2023
UNICON: A unified framework for behavior-based consumer segmentation in e-commerce Manuel Dibak Vladimir Vlasov Nour Karessli Darya Dedik E. Malykh Jacek Wasilewski T. Torres Ana Peleteiro Ramallo AI4TS 26 1 0 18 Sep 2023