v1v2v3 (latest)

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

50 / 2,086 papers shown

Title
Collective variable discovery in the age of machine learning: reality, hype and everything in between S. Bhakat AI4CE 67 26 0 06 Dec 2021
Extracting knowledge from features with multilevel abstraction Jin-Siang Lin Zhaoyang Li 26 0 0 04 Dec 2021
Iterative Contrast-Classify For Semi-supervised Temporal Action Segmentation Dipika Singhania R. Rahaman Angela Yao 86 24 0 02 Dec 2021
VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees Angelos Chatzimparmpas Rafael M. Martins Andreas Kerren 123 11 0 01 Dec 2021
Towards Full-Fledged Argument Search: A Framework for Extracting and Clustering Arguments from Unstructured Text Michael Färber A. Steyer 15 3 0 30 Nov 2021
A Multi-purposed Unsupervised Framework for Comparing Embeddings of Undirected and Directed Graphs Bogumil Kamiñski Ł. Kraiński P. Prałat F. Théberge 52 8 0 30 Nov 2021
Towards a comprehensive visualization of structure in data Joan Garriga F. Bartumeus 22 2 0 30 Nov 2021
LossPlot: A Better Way to Visualize Loss Landscapes Robert Bain M. Tokarev Harsh R Kothari Rahul Damineni 66 5 0 30 Nov 2021
Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions Bogdan Mazoure Ilya Kostrikov Ofir Nachum Jonathan Tompson OffRL 83 23 0 29 Nov 2021
Self-supervised Feature-Gate Coupling for Dynamic Network Pruning Mengnan Shi Chang-rui Liu Jianbin Jiao QiXiang Ye 80 1 0 29 Nov 2021
Learning Physical Concepts in Cyber-Physical Systems: A Case Study Henrik S. Steude Alexander Windmann Oliver Niggemann AI4CE 72 1 0 28 Nov 2021
Dimension Reduction with Prior Information for Knowledge Discovery A. Bui 8 0 0 26 Nov 2021
SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation with Learnt Surface Embeddings R. Haugaard A. Buch 88 116 0 26 Nov 2021
SCLAiR : Supervised Contrastive Learning for User and Device Independent Airwriting Recognition Ayush Tripathi A. Mondal Lalan Kumar Prathosh Ap 70 9 0 25 Nov 2021
Hierarchical Graph-Convolutional Variational AutoEncoding for Generative Modelling of Human Motion Anthony Bourached Robert J. Gray Xiaodong Guan Ryan-Rhys Griffiths A. Jha P. Nachev 3DH DRL 65 1 0 24 Nov 2021
Using Language Model to Bootstrap Human Activity Recognition Ambient Sensors Based in Smart Homes Damien Bouchabou S. Nguyen Christopher Lohr Benoit Leduc Ioannis Kanellos 37 31 0 23 Nov 2021
AutoDC: Automated data-centric processing Zac Yung-Chun Liu Shoumik Roychowdhury S. Tarlow Akash Nair Shweta Badhe Tejash Shah VLM 14 5 0 23 Nov 2021
MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data Michał Gerasimiuk Dennis L. Shung Alexander Tong A. Stanley M. Schultz Jeffrey Ngu Loren Laine Guy Wolf Smita Krishnaswamy 23 1 0 19 Nov 2021
CSI Clustering with Variational Autoencoding Michael Baur M. Würth M. Koller V. Andrei Wolfgang Utschick DRL 57 2 0 18 Nov 2021
Docking-based Virtual Screening with Multi-Task Learning Zijing Liu Xianbin Ye Xiaomin Fang Fan Wang Hua Wu Haifeng Wang 47 2 0 18 Nov 2021
A Graph-based Imputation Method for Sparse Medical Records Ramón Viñas Xu Zheng Jer Hayes 23 2 0 17 Nov 2021
Interpretable ECG classification via a query-based latent space traversal (qLST) Melle B Vessies Sharvaree P. Vadgama R. V. D. Leur P. Doevendans R. Hassink Erik J. Bekkers R. V. Es 14 1 0 14 Nov 2021
Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records Tanish Tyagi C. Magdamo Ayush Noori Zhaozhi Li Xiao-Yang Liu ... B. Hyman D. Blacker S. Mukerji M. P. M. Brandon Westover Sudeshna Das 26 3 0 13 Nov 2021
Raman spectroscopy in open world learning settings using the Objectosphere approach Y. Balytskyi Justin Bendesky T. Paul Guy M. Hagen Kelly L McNear 17 6 0 11 Nov 2021
Natural Adversarial Objects Felix Lau Nishant Subramani Sasha Harrison Aerin Kim E. Branson Rosanne Liu 100 7 0 07 Nov 2021
Focusing on Potential Named Entities During Active Label Acquisition Ali Osman Berk Şapcı Oznur Tastan Reyyan Yeniterzi 65 2 0 06 Nov 2021
ExClus: Explainable Clustering on Low-dimensional Data Representations Xander Vankwikelberge Bo Kang Edith Heiter Jefrey Lijffijt 15 1 0 04 Nov 2021
Curriculum Offline Imitation Learning Minghuan Liu Hanye Zhao Zhengyu Yang Jian Shen Weinan Zhang Li Zhao Tie-Yan Liu OffRL 65 1 0 03 Nov 2021
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data M. Espadoto G. Appleby Ashley Suh Dylan Cashman Mingwei Li C. Scheidegger Erik W. Anderson Remco Chang A. Telea 47 20 0 02 Nov 2021
Likelihood-Free Inference in State-Space Models with Unknown Dynamics Alexander Aushev Thong Tran Henri Pesonen Andrew Howes Samuel Kaski 65 1 0 02 Nov 2021
Bayesian optimization of distributed neurodynamical controller models for spatial navigation Armin Hadzic Grace M. Hwang Kechen Zhang Kevin M. Schultz J. Monaco 46 5 0 31 Oct 2021
TorchXRayVision: A library of chest X-ray datasets and models Joseph Paul Cohen J. Viviano Paul Bertin Paul Morrison Parsa Torabian ... M. Lungren Akshay S. Chaudhari Rupert Brooks Mohammad Hashir H. Bertrand VLM MedIm 107 128 0 31 Oct 2021
Hyper-Representations: Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction Konstantin Schurholt Dimche Kostadinov Damian Borth SSL 115 15 0 28 Oct 2021
GenURL: A General Framework for Unsupervised Representation Learning Siyuan Li Zicheng Liu Z. Zang Di Wu Zhiyuan Chen Stan Z. Li OOD 3DGS OffRL 136 9 0 27 Oct 2021
The chemical space of terpenes: insights from data science and AI M. Hosseini D. M. Pereira 18 9 0 27 Oct 2021
Self-supervised EEG Representation Learning for Automatic Sleep Staging Chaoqi Yang MSc Cao Xiao PhD M Brandon Westover PhD Jimeng Sun SSL 111 24 0 27 Oct 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks Pengyong Li Jun Wang Ziliang Li Yixuan Qiao Xianggen Liu Fei Ma Peng Gao Sen Song Guowang Xie SSL 84 16 0 26 Oct 2021
Self-supervised similarity search for large scientific datasets G. Stein P. Harrington Jacqueline Blaum Tomislav Medan Z. Lukić 63 21 0 25 Oct 2021
Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities Chao Fan Mengke Zhang Ali Mostafavi AI4CE 72 14 0 24 Oct 2021
Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles Boshko Koloski Timen Stepisnik Perdih Marko Robnik-Šikonja Senja Pollak Blaž Škrlj 78 74 0 20 Oct 2021
TLDR: Twin Learning for Dimensionality Reduction Yannis Kalantidis Carlos Lassance Jon Almazán Diane Larlus SSL 63 11 0 18 Oct 2021
Comparing Deep Neural Nets with UMAP Tour Mingwei Li C. Scheidegger FAtt 56 1 0 18 Oct 2021
Topologically Regularized Data Embeddings R. Vandaele Bo Kang Jefrey Lijffijt T. D. Bie Yvan Saeys 69 9 0 18 Oct 2021
Playing for 3D Human Recovery Zhongang Cai Mingyuan Zhang Jiawei Ren Chen Wei Daxuan Ren Zhengyu Lin Haiyu Zhao Lei Yang Chen Change Loy Ziwei Liu 3DH 164 53 0 14 Oct 2021
WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover's Distance in Sociocultural Analysis Mikael Brunila J. LaViolette 26 2 0 14 Oct 2021
Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation N. Grossmann J. Bernard Michael Sedlmair Manuela Waldner FAtt 79 5 0 14 Oct 2021
Revisiting IPA-based Cross-lingual Text-to-speech Haitong Zhang Haoyue Zhan Yang Zhang Xinyuan Yu Yue Lin 61 7 0 14 Oct 2021
Tangent Space and Dimension Estimation with the Wasserstein Distance Uzu Lim Harald Oberhauser Vidit Nanda 93 8 0 12 Oct 2021
Regionalized models for Spanish language variations based on Twitter Eric Sadit Tellez Daniela Moctezuma Sabino Miranda Mario Graff Guillermo Ruiz 87 3 0 12 Oct 2021
A bridge between features and evidence for binary attribute-driven perfect privacy Paul-Gauthier Noé A. Nautsch D. Matrouf Pierre-Michel Bousquet J. Bonastre 82 6 0 12 Oct 2021