UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

Papers citing "UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction"

50 / 651 papers shown

Title
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological Pretraining Di Wu Siyuan Li Jie Yang Mohamad Sawan SSL 36 14 0 20 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip Torr René Ranftl Stephan R. Richter 21 6 0 18 Apr 2022
Visualizing Deep Neural Networks with Topographic Activation Maps A. Krug Raihan Kabir Ratul Christopher Olson Sebastian Stober FAtt AI4CE 36 3 0 07 Apr 2022
BERTuit: Understanding Spanish language in Twitter through a native transformer Javier Huertas-Tato Alejandro Martín David Camacho 26 9 0 07 Apr 2022
Open-Source Tools for Behavioral Video Analysis: Setup, Methods, and Development Kevin Luxem Jennifer J. Sun S. P. Bradley K. Krishnan Eric A. Yttri Jan Zimmermann Talmo D. Pereira M. Laubach 29 35 0 06 Apr 2022
Hospital-Agnostic Image Representation Learning in Digital Pathology Milad Sikaroudi Shahryar Rahnamayan H. R. Tizhoosh OOD 26 8 0 05 Apr 2022
Learnable latent embeddings for joint behavioral and neural analysis Steffen Schneider Jin Hwa Lee Mackenzie W. Mathis 19 209 0 01 Apr 2022
Residual-guided Personalized Speech Synthesis based on Face Image Jianrong Wang Zixuan Wang Xiaosheng Hu Xuewei Li Qiang Fang Li Liu CVBM 27 16 0 01 Apr 2022
RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis Daniel Organisciak Hubert P. H. Shum E. Nwoye Wai Lok Woo OOD 27 19 0 31 Mar 2022
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries Haekyu Park Seongmin Lee Benjamin Hoover Austin P. Wright Omar Shaikh Rahul Duggal Nilaksh Das Kevin Li Judy Hoffman Duen Horng Chau 26 2 0 30 Mar 2022
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques Angelos Chatzimparmpas F. Paulovich Andreas Kerren 32 6 0 29 Mar 2022
Selective inference for k-means clustering Yiqun T. Chen Daniela Witten 27 43 0 29 Mar 2022
Semi-Supervised Graph Learning Meets Dimensionality Reduction Alex Morehead Watchanan Chantapakul Jianlin Cheng 21 0 0 23 Mar 2022
Bioplastic Design using Multitask Deep Neural Networks Christopher Kuenneth Jessica Lalonde B. Marrone C. Iverson R. Ramprasad G. Pilania AI4CE 19 31 0 22 Mar 2022
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies Shachi Deshpande Kaiwen Wang Dhruv Sreenivas Zheng Li Volodymyr Kuleshov CML SyDa 16 11 0 18 Mar 2022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Runfa Chen Yu Rong Shangmin Guo Jiaqi Han Gang Hua Tingyang Xu Wenbing Huang ViT 15 20 0 15 Mar 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury Chao Zhao Snigdha Chaturvedi 21 25 0 15 Mar 2022
Similarity-based prediction of Ejection Fraction in Heart Failure Patients J. Wallis Andres Azqueta-Gavaldon Thanusha Ananthakumar Robert Durichen L. Albergante 14 0 0 14 Mar 2022
$Infrastructure-free, Deep Learned Urban Noise Monitoring at $\sim$100mW$ Infrastructure-free, Deep Learned Urban Noise Monitoring at $\sim$ 100mW Jihoon Yun Sangeeta Srivastava Dhrubojyoti Roy Nathan Stohs C. Mydlarz Mahiny A. Salman Bea Steers J. P. Bello Anish Arora 25 5 0 11 Mar 2022
Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology Yang Nan Fengyi Li Pen Tang Guyue Zhang C. Zeng Guotong Xie Zhihong Liu Guang Yang 20 11 0 11 Mar 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 44 1,378 0 11 Mar 2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang Daphna Keidar Andreas Opedal Zhijing Jin Mrinmaya Sachan 33 21 0 09 Mar 2022
Model Positionality and Computational Reflexivity: Promoting Reflexivity in Data Science S. Cambo Darren Gergle 23 34 0 08 Mar 2022
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data A. Dmitrenko M. M. Masiero N. Zamboni MedIm 19 8 0 07 Mar 2022
Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies A. Dmitrenko M. M. Masiero N. Zamboni SSL 16 2 0 07 Mar 2022
An End-to-End Approach for Seam Carving Detection using Deep Neural Networks Thierry Pinheiro Moreira M. C. S. Santana L. A. Passos K. Costa 13 4 0 05 Mar 2022
Structural invariants and semantic fingerprints in the "ego network" of words Kilian Ollivier C. Boldrini A. Passarella M. Conti 14 3 0 01 Mar 2022
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach Xiucai Ding Rongkai Ma 44 9 0 28 Feb 2022
SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP Pierre Lambert Cyril de Bodt M. Verleysen J. Lee 19 4 0 24 Feb 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 22 72 0 23 Feb 2022
Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images Alexander Vieth Anna Vilanova B. Lelieveldt E. Eisemann T. Höllt 16 4 0 18 Feb 2022
Generative modeling with projected entangled-pair states Tom Vieijra L. Vanderstraeten F. Verstraete 56 19 0 16 Feb 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention Carl Edwards Heng Ji 30 9 0 12 Feb 2022
Class Density and Dataset Quality in High-Dimensional, Unstructured Data Adam Byerly T. Kalganova 27 4 0 08 Feb 2022
Towards an Analytical Definition of Sufficient Data Adam Byerly T. Kalganova 27 4 0 07 Feb 2022
Tracking Discourse Influence in Darknet Forums Christopher Akiki Lukas Gienapp Martin Potthast 32 0 0 04 Feb 2022
Review of Serial and Parallel Min-Cut/Max-Flow Algorithms for Computer Vision Patrick M. Jensen N. Jeppesen A. Dahl Vedrana Andersen Dahl 16 8 0 01 Feb 2022
Metrics for saliency map evaluation of deep learning explanation methods T. Gomez Thomas Fréour Harold Mouchère XAI FAtt 69 41 0 31 Jan 2022
A Probabilistic Graph Coupling View of Dimension Reduction Hugues van Assel T. Espinasse J. Chiquet F. Picard 19 14 0 31 Jan 2022
Towards Multi-class Pre-movement Classification Hao Jia Zhe Sun Feng Duan Yu Zhang C. Caiafa Jordi Solé-Casals 17 2 0 28 Jan 2022
Improving Pre-movement Pattern Detection with Filter Bank Selection Hao Jia Zhe Sun Feng Duan Yu Zhang C. Caiafa Jordi Solé-Casals 16 13 0 28 Jan 2022
SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling Yamei Tu Olga Li Junpeng Wang Han-Wei Shen Przemek Powałko Irina Tomescu-Dubrow K. Slomczynski Spyros Blanas J. Jenkins 32 3 0 25 Jan 2022
On the in vivo recognition of kidney stones using machine learning F. Lopez-Tiro V. Estrade Jacques Hubert Daniel Flores-Araiza M. González-Mendoza Gilberto Ochoa C. Daul 32 28 0 21 Jan 2022
Selecting and combining complementary feature representations and classifiers for hate speech detection Rafael M. O. Cruz Woshington V. de Sousa George D. C. Cavalcanti 35 13 0 18 Jan 2022
Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions Yang Nan Javier Del Ser Simon Walsh Carola Schönlieb M. Roberts ... Philippe Lambin Leonor Cerdá Alberich L. Martí-Bonmatí Francisco Herrera Guang Yang 42 107 0 17 Jan 2022
Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections Hyeon Jeon Michaël Aupetit S. Lee Hyung-Kwon Ko Youngtaek Kim Jinwook Seo 38 9 0 17 Jan 2022
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning A. Zhmoginov Mark Sandler Max Vladymyrov ViT 33 68 0 11 Jan 2022
Representation Topology Divergence: A Method for Comparing Neural Network Representations S. Barannikov I. Trofimov Nikita Balabin Evgeny Burnaev 3DPC 40 45 0 31 Dec 2021
Learning shared neural manifolds from multi-subject FMRI data Je-chun Huang E. L. Busch Tom Wallenstein Michał Gerasimiuk Andrew Benz Guillaume Lajoie Guy Wolf Nicholas B. Turk-Browne Smita Krishnaswamy 27 17 0 22 Dec 2021
Black-Box Testing of Deep Neural Networks Through Test Case Diversity Zohreh Aghababaeyan Manel Abdellatif Lionel C. Briand Ramesh S M. Bagherzadeh AAML 45 44 0 20 Dec 2021