Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1802.03426
Cited By
v1
v2
v3 (latest)
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
9 February 2018
Leland McInnes
John Healy
James Melville
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction"
50 / 2,086 papers shown
Title
Learning to recover orientations from projections in single-particle cryo-EM
J. Banjac
Laurène Donati
M. Defferrard
3DV
14
2
0
13 Apr 2021
Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders
Brendan Chambers
James A. Evans
MedIm
46
0
0
13 Apr 2021
Deep Recursive Embedding for High-Dimensional Data
Zixia Zhou
Yuanyuan Wang
B. Lelieveldt
Qian Tao
59
8
0
12 Apr 2021
Semi-supervised on-device neural network adaptation for remote and portable laser-induced breakdown spectroscopy
K. Bhardwaj
Maya Gokhale
24
8
0
08 Apr 2021
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers
Moi Hoon Yap
B. Cassidy
Joseph M Pappachan
C. O'Shea
David Gillespie
N. Reeves
56
51
0
07 Apr 2021
VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations
Archit Rathore
Sunipa Dev
J. M. Phillips
Vivek Srikumar
Yan Zheng
Chin-Chia Michael Yeh
Junpeng Wang
Wei Zhang
Bei Wang
80
11
0
06 Apr 2021
Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks
J. Schreurs
Hannes De Meulemeester
Michaël Fanuel
B. De Moor
Johan A. K. Suykens
GAN
49
0
0
06 Apr 2021
Trusted Artificial Intelligence: Towards Certification of Machine Learning Applications
P. M. Winter
Sebastian K. Eder
J. Weissenbock
Christoph Schwald
Thomas Doms
Tom Vogt
Sepp Hochreiter
Bernhard Nessler
113
25
0
31 Mar 2021
E-GraphSAGE: A Graph Neural Network based Intrusion Detection System for IoT
Wai Weng Lo
S. Layeghy
Mohanad Sarhan
M. Gallagher
Marius Portmann
99
209
0
30 Mar 2021
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders
Jiwoong Park
Junho Cho
H. Chang
J. Choi
SSL
71
23
0
30 Mar 2021
Federated Learning with Taskonomy for Non-IID Data
Hadi Jamali Rad
Mohammad Abdizadeh
Anuj Singh
FedML
105
55
0
29 Mar 2021
Situated Case Studies for a Human-Centered Design of Explanation User Interfaces
Claudia Muller-Birn
Katrin Glinka
Peter Sorries
Michael Tebbe
S. Michl
27
2
0
29 Mar 2021
On UMAP's true loss function
Sebastian Damrich
Fred Hamprecht
78
40
0
26 Mar 2021
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels
Evgenii Zheltonozhskii
Chaim Baskin
A. Mendelson
A. Bronstein
Or Litany
SSL
103
94
0
25 Mar 2021
Addressing catastrophic forgetting for medical domain expansion
Sharut Gupta
Praveer Singh
Ken Chang
Liangqiong Qu
M. Aggarwal
...
J. Patel
Charles Lu
Christopher P. Bridge
D. Rubin
Jayashree Kalpathy-Cramer
OOD
84
16
0
24 Mar 2021
Forest Fire Clustering for Single-cell Sequencing with Iterative Label Propagation and Parallelized Monte Carlo Simulation
Zhanlin Chen
Jeremy Goldwasser
Philip Tuckman
Jason Liu
Jing Zhang
M. Gerstein
38
12
0
22 Mar 2021
Measuring and modeling the motor system with machine learning
Sébastien B Hausmann
Alessandro Marin Vargas
Alexander Mathis
Mackenzie W. Mathis
93
51
0
22 Mar 2021
Learning physical properties of anomalous random walks using graph neural networks
Hippolyte Verdier
M. Duval
François Laurent
Alhassan Cassé
Christian L. Vestergaard
Jean-Baptiste Masson
71
25
0
22 Mar 2021
#PraCegoVer: A Large Dataset for Image Captioning in Portuguese
G. O. D. Santos
Esther Luna Colombini
Sandra Avila
116
11
0
21 Mar 2021
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
Cynthia Rudin
Chaofan Chen
Zhi Chen
Haiyang Huang
Lesia Semenova
Chudi Zhong
FaML
AI4CE
LRM
251
678
0
20 Mar 2021
Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles
G. Cantareira
R. Mello
F. Paulovich
AAML
57
9
0
18 Mar 2021
Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset
Adrianna Janik
J. Dodd
Georgiana Ifrim
Kris Sankaran
Kathleen M. Curran
69
27
0
15 Mar 2021
Intermittent control as a model of mouse movements
J. A. Martin
H. Gollee
Jorg Muller
R. Murray-Smith
37
17
0
15 Mar 2021
Visualizing Data Velocity using DSNE
Songting Shi
21
0
0
15 Mar 2021
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning
Kwanghee Choi
Minyoung Choe
Hyelee Lee
SSL
AI4CE
50
1
0
15 Mar 2021
Characterizing Partisan Political Narrative Frameworks about COVID-19 on Twitter
Elise Jing
Yong-Yeol Ahn
65
30
0
11 Mar 2021
Modern Dimension Reduction
Philip D. Waggoner
DRL
35
14
0
11 Mar 2021
A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks
Xiang Wang
Xiaoyong Li
Junxing Zhu
Zichen Xu
Kaijun Ren
Weiming Zhang
Xinwang Liu
Kui Yu
54
5
0
10 Mar 2021
Topology Applied to Machine Learning: From Global to Local
Henry Adams
Michael Moy
AI4CE
38
21
0
10 Mar 2021
Explaining dimensionality reduction results using Shapley values
Wilson E. Marcílio-Jr
D. M. Eler
FAtt
43
34
0
09 Mar 2021
Behavior-Driven Synthesis of Human Dynamics
A. Blattmann
Timo Milbich
Michael Dorkenwald
Bjorn Ommer
79
14
0
08 Mar 2021
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces
G. Tsialiamanis
Charilaos Mylonas
Eleni Chatzi
N. Dervilis
David J. Wagg
Keith Worden
61
41
0
05 Mar 2021
Clusterplot: High-dimensional Cluster Visualization
Or Malkai
Min Lu
Daniel Cohen-Or
22
2
0
04 Mar 2021
On Information (pseudo) Metric
P. Baudot
15
0
0
02 Mar 2021
Factoring out prior knowledge from low-dimensional embeddings
Edith Heiter
Jonas Fischer
Jilles Vreeken
35
1
0
02 Mar 2021
Learning disentangled representations via product manifold projection
Marco Fumero
Luca Cosmo
Simone Melzi
Emanuele Rodolà
CoGe
DRL
85
23
0
02 Mar 2021
Assessing deep learning methods for the identification of kidney stones in endoscopic images
F. Lopez-Tiro
Andres Varela
O. Hinojosa
M. Mendez
D. Trinh
...
Jacques Hubert
V. Estrade
Miguel Gonzalez
Gilberto Ochoa-Ruiz
Christian Daul
35
38
0
01 Mar 2021
GestureMap: Supporting Visual Analytics and Quantitative Analysis of Motion Elicitation Data by Learning 2D Embeddings
Hai Dang
Daniel Buschek
39
6
0
01 Mar 2021
Expert Decision Support System for aeroacoustic source type identification using clustering
Armin Goudarzi
C. Spehr
Steffen Herbold
45
5
0
27 Feb 2021
t-SNE, Forceful Colorings and Mean Field Limits
Yulan Zhang
Stefan Steinerberger
68
12
0
25 Feb 2021
Learning to Generate Wasserstein Barycenters
Julien Lacombe
Julie Digne
Nicolas Courty
Nicolas Bonneel
61
12
0
24 Feb 2021
Modeling Multi-Destination Trips with Sketch-Based Model
Michal Daniluk
Barbara Rychalska
Konrad Goluchowski
Jacek Dkabrowski
26
5
0
22 Feb 2021
Computationally Efficient Learning of Statistical Manifolds
Fan Cheng
Anastasios Panagiotelis
Rob J. Hyndman
27
1
0
22 Feb 2021
Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction
Ayaan Haque
V. Reddi
Tyler Giallanza
NoLa
59
60
0
18 Feb 2021
Learning Invariant Representation of Tasks for Robust Surgical State Estimation
Yidan Qin
M. Allan
Yisong Yue
J. W. Burdick
M. Azizian
OOD
41
8
0
18 Feb 2021
NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation
M. Amgad
Lamees A. Atteya
Hagar Hussein
K. Mohammed
Ehab Hafiz
...
Critical Care
David Manthey
Atlanta
D. Neurology
Lurie Cancer Center
87
75
0
18 Feb 2021
Evaluating Node Embeddings of Complex Networks
Arash Dehghan-Kooshkghazi
Bogumil Kamiñski
Lukasz Kraiñski
P. Prałat
F. Théberge
GNN
48
19
0
16 Feb 2021
Unsupervised Ground Metric Learning using Wasserstein Singular Vectors
Geert-Jan Huizing
Laura Cantini
Gabriel Peyré
SSL
OT
51
6
0
11 Feb 2021
Visualizing hierarchies in scRNA-seq data using a density tree-biased autoencoder
Q. Garrido
Sebastian Damrich
Alexander Jäger
Dario Cerletti
Manfred Claassen
Laurent Najman
Fred Hamprecht
57
5
0
11 Feb 2021
Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning
Giuseppe Ruggiero
Enrico Zovato
Luigi Di Caro
V. Pollet
DiffM
63
10
0
10 Feb 2021
Previous
1
2
3
...
34
35
36
...
40
41
42
Next