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
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
Anchor Points: Benchmarking Models with Much Fewer Examples Rajan Vivek Kawin Ethayarajh Diyi Yang Douwe Kiela ALM 29 22 0 14 Sep 2023
Data efficiency, dimensionality reduction, and the generalized symmetric information bottleneck K. M. Martini I. Nemenman 37 2 0 11 Sep 2023
Dynamic Hyperbolic Attention Network for Fine Hand-object Reconstruction Zhiying Leng Shun-cheng Wu Mahdi Saleh Antonio Montanaro Hao Yu Yin Wang Nassir Navab Xiaohui Liang Federico Tombari 3DH 28 7 0 06 Sep 2023
Metrics-Based Evaluation and Comparison of Visualization Notations Nicolas Kruchten A. Mcnutt Michael J. McGuffin 16 2 0 30 Aug 2023
How Good Are LLMs at Out-of-Distribution Detection? Bo Liu Li-Ming Zhan Zexin Lu Yu Feng Lei Xue Xiao-Ming Wu OODD 40 8 0 20 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 34 2 0 20 Aug 2023
Surprise machines: revealing Harvard Art Museums' image collection D. Rodighiero Lins Derry Douglas Duhaime Jordan Kruguer Maximilian Mueller Christopher Pietsch J. Schnapp Jeff Steward 16 6 0 18 Aug 2023
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation M. Woodland Nihil Patel Mais Al Taie J. Yung Tucker Netherton Ankit B. Patel Kristy K. Brock OOD 30 6 0 07 Aug 2023
Visualization of Extremely Sparse Contingency Table by Taxicab Correspondence Analysis: A Case Study of Textual Data V. Choulakian J. Allard 26 0 0 06 Aug 2023
The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations A. Salinas Parth Vipul Shah Yuzhong Huang Robert McCormack Fred Morstatter 34 34 0 03 Aug 2023
DLSIA: Deep Learning for Scientific Image Analysis Eric J. Roberts Tanny Chavez Alexander Hexemer Petrus H. Zwart AI4CE 25 3 0 02 Aug 2023
ActorLens: Visual Analytics for High-level Actor Identification in MOBA Games Zhihua Jin Gaoping Huang Zixin Chen Shiyi Liu Yang Chao Zhenchuan Yang Quan Li Huamin Qu 16 2 0 19 Jul 2023
AmadeusGPT: a natural language interface for interactive animal behavioral analysis Shaokai Ye Jessy Lauer Mu Zhou Alexander Mathis Mackenzie W. Mathis MLLM LLMAG 45 17 0 10 Jul 2023
QI2 -- an Interactive Tool for Data Quality Assurance Simon Geerkens Christian Sieberichs Alexander Braun T. Waschulzik 26 1 0 07 Jul 2023
Conditionally Invariant Representation Learning for Disentangling Cellular Heterogeneity H. Aliee Ferdinand Kapl Soroor Hediyeh-zadeh Fabian J. Theis CML 26 6 0 02 Jul 2023
From structure mining to unsupervised exploration of atomic octahedral networks R. Xian Ryan J. Morelock I. Hadar C. Musgrave Christopher Sutton 13 0 0 21 Jun 2023
Relating tSNE and UMAP to Classical Dimensionality Reduction Andrew Draganov Simon Dohn FAtt 27 4 0 20 Jun 2023
Supervised Auto-Encoding Twin-Bottleneck Hashing Yuan Chen Stéphane Marchand-Maillet 22 0 0 19 Jun 2023
A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems Shilpika Shilpika Bethany Lusch M. Emani F. Simini V. Vishwanath M. Papka Kwan-Liu Ma 28 1 0 15 Jun 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings Zijie J. Wang Fred Hohman Duen Horng Chau 37 20 0 15 Jun 2023
Mapping Researcher Activity based on Publication Data by means of Transformers Zineddine Bettouche Andreas Fischer 11 1 0 15 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 39 25 0 13 Jun 2023
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 32 9 0 08 Jun 2023
Bidirectional GaitNet: A Bidirectional Prediction Model of Human Gait and Anatomical Conditions Jungnam Park M. Park Jehee Lee Jungdam Won 3DH 30 5 0 07 Jun 2023
ATEM: A Topic Evolution Model for the Detection of Emerging Topics in Scientific Archives Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann 23 0 0 04 Jun 2023
Neural FIM for learning Fisher Information Metrics from point cloud data O. Fasina Guilluame Huguet Alexander Tong Yanlei Zhang Guy Wolf Maximilian Nickel Ian M. Adelstein Smita Krishnaswamy 30 3 0 01 Jun 2023
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits Zhuokai Zhao Takumi Matsuzawa W. Irvine Michael Maire G. Kindlmann 54 2 0 31 May 2023
Trainable and Explainable Simplicial Map Neural Networks Eduardo Paluzo-Hidalgo Miguel A. Gutiérrez-Naranjo Rocio Gonzalez-Diaz AAML 29 1 0 29 May 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 45 108 0 29 May 2023
Large Language Models for User Interest Journeys Konstantina Christakopoulou Alberto Lalama Cj Adams Iris Qu Yifat Amir ... Dina Bseiso Sarah Scodel Lucas Dixon Ed H. Chi Minmin Chen 24 25 0 24 May 2023
Feature-aligned N-BEATS with Sinkhorn divergence Joon-Young Lee Myeongho Jeon Myung-joo Kang Kyung-soon Park AI4TS 30 0 0 24 May 2023
Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effective GNN-to-MLP Distillation Framework Lirong Wu Haitao Lin Yufei Huang Tianyu Fan Stan Z. Li 24 29 0 18 May 2023
A benchmark for computational analysis of animal behavior, using animal-borne tags Benjamin Hoffman M. Cusimano V. Baglione D. Canestrari D. Chevallier ... O. Vainio A. Vehkaoja Ken Yoda Katie Zacarian A. Friedlaender 25 7 0 18 May 2023
Comparing Foundation Models using Data Kernels Brandon Duderstadt Hayden S. Helm Carey E. Priebe 23 5 0 09 May 2023
Curating corpora with classifiers: A case study of clean energy sentiment online M. V. Arnold P. Dodds C. Danforth 27 0 0 04 May 2023
Leveraging Language Representation for Material Recommendation, Ranking, and Exploration Jiaxing Qu Yuxuan Richard Xie K. Ciesielski Claire E. Porter E. Toberer Elif Ertekin 32 3 0 01 May 2023
On Manifold Learning in Plato's Cave: Remarks on Manifold Learning and Physical Phenomena Roy R. Lederman B. Toader DRL 34 4 0 27 Apr 2023
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning Tuomas Haarnoja Ben Moran Guy Lever Sandy H. Huang Dhruva Tirumala ... Andrea Huber N. Hurley F. Nori R. Hadsell N. Heess 50 143 0 26 Apr 2023
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11 James Gung Raphael Shu Emily Moeng Wesley Rose Salvatore Romeo Yassine Benajiba Arshit Gupta Saab Mansour Yi Zhang 23 8 0 25 Apr 2023
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision Seongho Joe Byoungjip Kim Ho. Kang Kyoungwon Park Bogun Kim Jaeseon Park Joonseok Lee Youngjune Gwon SSL 26 1 0 19 Apr 2023
Multimodal Group Activity Dataset for Classroom Engagement Level Prediction Alpay Sabuncuoglu T. Metin Sezgin 11 3 0 18 Apr 2023
Manifold Fitting Z. Yao Jiaji Su Bingjie Li S. Yau 82 3 0 16 Apr 2023
In-Distribution and Out-of-Distribution Self-supervised ECG Representation Learning for Arrhythmia Detection S. Soltanieh J. Hashemi Ali Etemad 27 11 0 13 Apr 2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 38 15 0 12 Apr 2023
SELFormer: Molecular Representation Learning via SELFIES Language Models Atakan Yüksel Erva Ulusoy Atabey Ünlü Tunca Dogan 30 55 0 10 Apr 2023
Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition Wei-Jang Li Wei Yang Wenpeng Zhang Tianpeng Liu Yongxiang Liu Yong Liu 33 18 0 07 Apr 2023