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UMAP: Uniform Manifold Approximation and Projection for Dimension
  Reduction
v1v2v3 (latest)

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018
Leland McInnes
John Healy
James Melville
ArXiv (abs)PDFHTML

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

50 / 2,086 papers shown
Title
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding
  Evolution
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution
Cong Xu
Jun Wang
Jianyong Wang
Wei Zhang
GNN
66
1
0
24 Sep 2023
HydraScreen: A Generalizable Structure-Based Deep Learning Approach to
  Drug Discovery
HydraScreen: A Generalizable Structure-Based Deep Learning Approach to Drug Discovery
Alvaro Prat
Hisham Abdel-Aty
Gintautas Kamuntavicius
Tanya Paquet
P. Norvaisas
Piero Gasparotto
Roy Tal
50
2
0
22 Sep 2023
Detect Everything with Few Examples
Detect Everything with Few Examples
Xinyu Zhang
Yuting Wang
Abdeslam Boularias
ObjDVLM
104
14
0
22 Sep 2023
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information
  Networks
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks
Shuai Wang
Jiayi Shen
Athanasios Efthymiou
Stevan Rudinac
Monika Kackovic
Nachoem Wijnberg
Marcel Worring
68
0
0
22 Sep 2023
Make the U in UDA Matter: Invariant Consistency Learning for
  Unsupervised Domain Adaptation
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation
Zhongqi Yue
Hanwang Zhang
Qianru Sun
OOD
87
18
0
22 Sep 2023
Audio Contrastive based Fine-tuning
Audio Contrastive based Fine-tuning
Yang Wang
Qibin Liang
Chenghao Xiao
Yizhi Li
Noura Al Moubayed
Chenghua Lin
52
0
0
21 Sep 2023
ProtoExplorer: Interpretable Forensic Analysis of Deepfake Videos using
  Prototype Exploration and Refinement
ProtoExplorer: Interpretable Forensic Analysis of Deepfake Videos using Prototype Exploration and Refinement
M. D. L. D. Bouter
J. Pardo
Z. Geradts
M. Worring
68
11
0
20 Sep 2023
Embed-Search-Align: DNA Sequence Alignment using Transformer Models
Embed-Search-Align: DNA Sequence Alignment using Transformer Models
Pavan Holur
Kenneth Enevoldsen
Shreyas Rajesh
L. Mboning
Thalia Georgiou
Louis-S. Bouchard
Matteo Pellegrini
V. Roychowdhury
68
0
0
20 Sep 2023
The Topology and Geometry of Neural Representations
The Topology and Geometry of Neural Representations
Baihan Lin
N. Kriegeskorte
81
7
0
20 Sep 2023
Semantic Text Compression for Classification
Semantic Text Compression for Classification
Emrecan Kutay
Aylin Yener
39
7
0
19 Sep 2023
Interactive Distillation of Large Single-Topic Corpora of Scientific
  Papers
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers
N. Solovyev
Ryan Barron
Manish Bhattarai
M. Eren
Kim Ø. Rasmussen
Boian S. Alexandrov
78
2
0
19 Sep 2023
A Hierarchical Neural Framework for Classification and its Explanation
  in Large Unstructured Legal Documents
A Hierarchical Neural Framework for Classification and its Explanation in Large Unstructured Legal Documents
Nishchal Prasad
M. Boughanem
Taoufik Dkaki
ELMAILaw
88
0
0
19 Sep 2023
Natural Language Dataset Generation Framework for Visualizations Powered
  by Large Language Models
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models
Hyung-Kwon Ko
Hyeon Jeon
Gwanmo Park
Dae Hyun Kim
Nam Wook Kim
Juho Kim
Jinwook Seo
74
23
0
19 Sep 2023
Generating and Imputing Tabular Data via Diffusion and Flow-based
  Gradient-Boosted Trees
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees
Alexia Jolicoeur-Martineau
Kilian Fatras
Tal Kachman
107
41
0
18 Sep 2023
UNICON: A unified framework for behavior-based consumer segmentation in
  e-commerce
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
53
1
0
18 Sep 2023
Traffic Scene Similarity: a Graph-based Contrastive Learning Approach
Traffic Scene Similarity: a Graph-based Contrastive Learning Approach
Maximilian Zipfl
Moritz Jarosch
J. Marius Zöllner
76
3
0
18 Sep 2023
Supervised Stochastic Neighbor Embedding Using Contrastive Learning
Supervised Stochastic Neighbor Embedding Using Contrastive Learning
Yi Zhang
SSL
47
0
0
15 Sep 2023
Anchor Points: Benchmarking Models with Much Fewer Examples
Anchor Points: Benchmarking Models with Much Fewer Examples
Rajan Vivek
Kawin Ethayarajh
Diyi Yang
Douwe Kiela
ALM
116
28
0
14 Sep 2023
Multi-Source Domain Adaptation meets Dataset Distillation through
  Dataset Dictionary Learning
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning
Eduardo Fernandes Montesuma
Fred-Maurice Ngole-Mboula
Antoine Souloumiac
DD
45
3
0
14 Sep 2023
Traveling Words: A Geometric Interpretation of Transformers
Traveling Words: A Geometric Interpretation of Transformers
Raul Molina
38
4
0
13 Sep 2023
Calibration in Machine Learning Uncertainty Quantification: beyond
  consistency to target adaptivity
Calibration in Machine Learning Uncertainty Quantification: beyond consistency to target adaptivity
Pascal Pernot
78
11
0
12 Sep 2023
Data efficiency, dimensionality reduction, and the generalized symmetric
  information bottleneck
Data efficiency, dimensionality reduction, and the generalized symmetric information bottleneck
K. M. Martini
I. Nemenman
81
2
0
11 Sep 2023
Cross-domain Sound Recognition for Efficient Underwater Data Analysis
Cross-domain Sound Recognition for Efficient Underwater Data Analysis
Jeongsoo Park
Dong-Gyun Han
H. La
Sangmin Lee
Yoonchang Han
Eun-Jin Yang
20
0
0
07 Sep 2023
Dynamic Hyperbolic Attention Network for Fine Hand-object Reconstruction
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
70
9
0
06 Sep 2023
GroupEnc: encoder with group loss for global structure preservation
GroupEnc: encoder with group loss for global structure preservation
David Novak
S. V. Gassen
Yvan Saeys
DRL
27
1
0
06 Sep 2023
Graph-Based Automatic Feature Selection for Multi-Class Classification
  via Mean Simplified Silhouette
Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette
David Levin
Gonen Singer
86
2
0
05 Sep 2023
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and
  Building Change Detection
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection
Jian Song
Hongruixuan Chen
Naoto Yokoya
77
16
0
05 Sep 2023
SEPAL: Spatial Gene Expression Prediction from Local Graphs
SEPAL: Spatial Gene Expression Prediction from Local Graphs
Gabriel Mejía
Paula Cárdenas
Daniela Ruiz
Angela Castillo
Pablo Arbelaez
65
12
0
02 Sep 2023
MPTopic: Improving topic modeling via Masked Permuted pre-training
MPTopic: Improving topic modeling via Masked Permuted pre-training
Xinche Zhang
E. Milios
28
1
0
02 Sep 2023
Towards the Identifiability and Explainability for Personalized Learner
  Modeling: An Inductive Paradigm
Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm
Jiatong Li
Qi Liu
Fei-Yue Wang
Jia-Yin Liu
Zhenya Huang
Fangzhou Yao
Linbo Zhu
Yu Su
AI4Ed
67
9
0
01 Sep 2023
Learning to Taste: A Multimodal Wine Dataset
Learning to Taste: A Multimodal Wine Dataset
Thoranna Bender
Simon Moe Sorensen
A. Kashani
K. E. Hjorleifsson
Grethe Hyldig
Søren Hauberg
Serge Belongie
Frederik Warburg
CoGe
109
4
0
31 Aug 2023
Unsupervised discovery of Interpretable Visual Concepts
Unsupervised discovery of Interpretable Visual Concepts
Caroline Mazini Rodrigues
Nicolas Boutry
Laurent Najman
FAtt
58
2
0
31 Aug 2023
Balancing between the Local and Global Structures (LGS) in Graph
  Embedding
Balancing between the Local and Global Structures (LGS) in Graph Embedding
Jacob Miller
Vahan Huroyan
Stephen Kobourov
95
4
0
31 Aug 2023
Metrics-Based Evaluation and Comparison of Visualization Notations
Metrics-Based Evaluation and Comparison of Visualization Notations
Nicolas Kruchten
A. Mcnutt
Michael J. McGuffin
50
3
0
30 Aug 2023
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to
  Investigate Targeted Advertising
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising
Michelle S. Lam
Ayush Pandit
Colin H. Kalicki
Rachit Gupta
Poonam Sahoo
Danaë Metaxa
MLAU
51
28
0
30 Aug 2023
Drug Interaction Vectors Neural Network: DrIVeNN
Drug Interaction Vectors Neural Network: DrIVeNN
Na Wang
C. Taylor
21
0
0
26 Aug 2023
Discovering Mental Health Research Topics with Topic Modeling
Discovering Mental Health Research Topics with Topic Modeling
Xin Gao
Cem Sazara
AI4MH
58
2
0
25 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation
Example-Based Framework for Perceptually Guided Audio Texture Generation
Purnima Kamath
Chitralekha Gupta
L. Wyse
Suranga Nanayakkara
48
4
0
23 Aug 2023
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator
Chuyi Kong
Yaxin Fan
Xiang Wan
Feng Jiang
Benyou Wang
90
11
0
21 Aug 2023
Deep Metric Loss for Multimodal Learning
Deep Metric Loss for Multimodal Learning
Sehwan Moon
Hyun-Yong Lee
60
0
0
21 Aug 2023
How Good Are LLMs at Out-of-Distribution Detection?
How Good Are LLMs at Out-of-Distribution Detection?
Bo Liu
Li-Ming Zhan
Zexin Lu
Yu Feng
Lei Xue
Xiao-Ming Wu
OODD
75
9
0
20 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation
GeT: Generative Target Structure Debiasing for Domain Adaptation
Can Zhang
G. Lee
DiffM
91
2
0
20 Aug 2023
Controllable Multi-domain Semantic Artwork Synthesis
Controllable Multi-domain Semantic Artwork Synthesis
Yuan Huang
S. Iizuka
E. Simo-Serra
Kazuhiro Fukui
59
2
0
19 Aug 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning
Miguel Sarabia
Elena Menyaylenko
Alessandro Toso
Skyler Seto
Zakaria Aldeneh
Shadi Pirhosseinloo
Luca Zappella
B. Theobald
N. Apostoloff
Jonathan Sheaffer
73
7
0
18 Aug 2023
Surprise machines: revealing Harvard Art Museums' image collection
Surprise machines: revealing Harvard Art Museums' image collection
D. Rodighiero
Lins Derry
Douglas Duhaime
Jordan Kruguer
Maximilian Mueller
Christopher Pietsch
J. Schnapp
Jeff Steward
42
6
0
18 Aug 2023
The Unreasonable Effectiveness of Large Language-Vision Models for
  Source-free Video Domain Adaptation
The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation
Giacomo Zara
Alessandro Conti
Subhankar Roy
Stéphane Lathuilière
Paolo Rota
Elisa Ricci
84
11
0
17 Aug 2023
BI-LAVA: Biocuration with Hierarchical Image Labeling through Active
  Learning and Visual Analysis
BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis
J. Trelles
A. Wentzel
William Berrios
G. Marai
VLM
50
1
0
15 Aug 2023
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal
  Pattern Matching
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching
Minsuk Kim
Byungchul Kim
Junyeong Yong
Jeongwoo Park
Gyeongmin Kim
24
0
0
14 Aug 2023
Robust Infidelity: When Faithfulness Measures on Masked Language Models
  Are Misleading
Robust Infidelity: When Faithfulness Measures on Masked Language Models Are Misleading
Evan Crothers
H. Viktor
Nathalie Japkowicz
AAML
68
1
0
13 Aug 2023
ADRMX: Additive Disentanglement of Domain Features with Remix Loss
ADRMX: Additive Disentanglement of Domain Features with Remix Loss
Berker Demirel
E. Aptoula
Huseyin Ozkan
34
1
0
12 Aug 2023
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