ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1802.03426
  4. Cited By
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 / 2,085 papers shown
Title
VERA: Generating Visual Explanations of Two-Dimensional Embeddings via
  Region Annotation
VERA: Generating Visual Explanations of Two-Dimensional Embeddings via Region Annotation
P. G. Policar
Blaž Zupan
54
1
0
07 Jun 2024
A multi-core periphery perspective: Ranking via relative centrality
A multi-core periphery perspective: Ranking via relative centrality
Chandra Sekhar Mukherjee
Jiapeng Zhang
33
0
0
06 Jun 2024
PaCE: Parsimonious Concept Engineering for Large Language Models
PaCE: Parsimonious Concept Engineering for Large Language Models
Jinqi Luo
Tianjiao Ding
Kwan Ho Ryan Chan
D. Thaker
Aditya Chattopadhyay
Chris Callison-Burch
René Vidal
CVBM
98
12
0
06 Jun 2024
Characterizing Similarities and Divergences in Conversational Tones in
  Humans and LLMs by Sampling with People
Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People
Dun-Ming Huang
Pol van Rijn
Ilia Sucholutsky
Raja Marjieh
Nori Jacoby
61
2
0
06 Jun 2024
Scaling and evaluating sparse autoencoders
Scaling and evaluating sparse autoencoders
Leo Gao
Tom Dupré la Tour
Henk Tillman
Gabriel Goh
Rajan Troll
Alec Radford
Ilya Sutskever
Jan Leike
Jeffrey Wu
100
162
0
06 Jun 2024
Text-to-Events: Synthetic Event Camera Streams from Conditional Text
  Input
Text-to-Events: Synthetic Event Camera Streams from Conditional Text Input
Joachim Ott
Zuowen Wang
Shih-Chii Liu
DiffMVGen
84
0
0
05 Jun 2024
Noisy Data Visualization using Functional Data Analysis
Noisy Data Visualization using Functional Data Analysis
Haozhe Chen
A. F. D. Correa
Guy Wolf
Kevin R. Moon
88
0
0
05 Jun 2024
Save It for the "Hot" Day: An LLM-Empowered Visual Analytics System for
  Heat Risk Management
Save It for the "Hot" Day: An LLM-Empowered Visual Analytics System for Heat Risk Management
Haobo Li
Wong Kam-Kwai
Yan Luo
Juntong Chen
Chengzhong Liu
Yaxuan Zhang
Alexis Kai Hon Lau
Huamin Qu
Dongyu Liu
86
2
0
05 Jun 2024
CSS: Contrastive Semantic Similarity for Uncertainty Quantification of
  LLMs
CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMs
Shuang Ao
Stefan Rueger
Advaith Siddharthan
60
2
0
05 Jun 2024
An Empirical Study into Clustering of Unseen Datasets with
  Self-Supervised Encoders
An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders
Scott C. Lowe
Joakim Bruslund Haurum
Sageev Oore
T. Moeslund
Graham W. Taylor
SSL
122
4
0
04 Jun 2024
MS-IMAP -- A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning
MS-IMAP -- A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning
Shay Deutsch
Lionel Yelibi
Alex Tong Lin
Arjun Ravi Kannan
110
1
0
04 Jun 2024
Towards Transparency: Exploring LLM Trainings Datasets through Visual
  Topic Modeling and Semantic Frame
Towards Transparency: Exploring LLM Trainings Datasets through Visual Topic Modeling and Semantic Frame
Charles de Dampierre
Andrei Mogoutov
Nicolas Baumard
96
2
0
03 Jun 2024
Uni-ISP: Unifying the Learning of ISPs from Multiple Cameras
Uni-ISP: Unifying the Learning of ISPs from Multiple Cameras
Lingen Li
Mingde Yao
Xingyu Meng
Muquan Yu
Tianfan Xue
Liang Feng
86
0
0
03 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation
Diffusion Features to Bridge Domain Gap for Semantic Segmentation
Yuxiang Ji
Boyong He
Chenyuan Qu
Zhuoyue Tan
Chuan Qin
Liaoni Wu
121
3
0
02 Jun 2024
Ultrasound Report Generation with Cross-Modality Feature Alignment via
  Unsupervised Guidance
Ultrasound Report Generation with Cross-Modality Feature Alignment via Unsupervised Guidance
Jun Li
Tongkun Su
Baoliang Zhao
Faqin Lv
Qiong Wang
Nassir Navab
Yin Hu
Zhongliang Jiang
MedIm
77
6
0
02 Jun 2024
Breast Cancer Diagnosis: A Comprehensive Exploration of Explainable
  Artificial Intelligence (XAI) Techniques
Breast Cancer Diagnosis: A Comprehensive Exploration of Explainable Artificial Intelligence (XAI) Techniques
Samita Bai
Sidra Nasir
Rizwan Ahmed Khan
Sheeraz Arif
Alexandre Meyer
H. Konik
80
5
0
01 Jun 2024
Creative Text-to-Audio Generation via Synthesizer Programming
Creative Text-to-Audio Generation via Synthesizer Programming
Manuel Cherep
Nikhil Singh
Jessica Shand
81
4
0
01 Jun 2024
Cyclic image generation using chaotic dynamics
Cyclic image generation using chaotic dynamics
Takaya Tanaka
Yutaka Yamaguti
62
0
0
31 May 2024
Searching for internal symbols underlying deep learning
Searching for internal symbols underlying deep learning
J. H. Lee
Sujith Vijayan
AI4CE
87
0
0
31 May 2024
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight
  Tuning on Multi-source Data
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data
Zifan Song
Yudong Wang
Wenwei Zhang
Kuikun Liu
Chengqi Lyu
...
Qipeng Guo
Hang Yan
Dahua Lin
Kai-xiang Chen
Cairong Zhao
SyDa
80
2
0
29 May 2024
Topological Perspectives on Optimal Multimodal Embedding Spaces
Topological Perspectives on Optimal Multimodal Embedding Spaces
Abdul Aziz
Abdul Rahim
BDL
83
0
0
29 May 2024
Hunting for Polluted White Dwarfs and Other Treasures with Gaia XP
  Spectra and Unsupervised Machine Learning
Hunting for Polluted White Dwarfs and Other Treasures with Gaia XP Spectra and Unsupervised Machine Learning
Malia L. Kao
Keith Hawkins
Laura K. Rogers
A. Bonsor
Bart H. Dunlap
Jason L. Sanders
M. H. Montgomery
D. Winget
18
3
0
27 May 2024
Unveiling Themes in Judicial Proceedings: A Cross-Country Study Using
  Topic Modeling on Legal Documents from India and the UK
Unveiling Themes in Judicial Proceedings: A Cross-Country Study Using Topic Modeling on Legal Documents from India and the UK
Krish Didwania
Durga Toshniwal
Amit Agarwal
AILaw
40
0
0
27 May 2024
Recurrent Complex-Weighted Autoencoders for Unsupervised Object
  Discovery
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
Anand Gopalakrishnan
Aleksandar Stanić
Jürgen Schmidhuber
M. C. Mozer
108
6
0
27 May 2024
The Scaling Law in Stellar Light Curves
The Scaling Law in Stellar Light Curves
Jiashu Pan
Yuan-Sen Ting
Yang Huang
Jie Yu
Ji-Feng Liu
31
0
0
27 May 2024
Saturn: Sample-efficient Generative Molecular Design using Memory
  Manipulation
Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation
Jeff Guo
Philippe Schwaller
Mamba
95
7
0
27 May 2024
Exploring the LLM Journey from Cognition to Expression with Linear
  Representations
Exploring the LLM Journey from Cognition to Expression with Linear Representations
Yuzi Yan
J. Li
Yipin Zhang
Dong Yan
75
2
0
27 May 2024
Towards One Model for Classical Dimensionality Reduction: A Probabilistic Perspective on UMAP and t-SNE
Towards One Model for Classical Dimensionality Reduction: A Probabilistic Perspective on UMAP and t-SNE
Aditya Ravuri
Neil D. Lawrence
119
2
0
27 May 2024
CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
ZeMing Gong
Austin T. Wang
Joakim Bruslund Haurum
Scott C. Lowe
Graham W. Taylor
Angel X. Chang
Angel X. Chang
130
7
0
27 May 2024
Exploring the Evolution of Hidden Activations with Live-Update
  Visualization
Exploring the Evolution of Hidden Activations with Live-Update Visualization
Xianglin Yang
Jin Song Dong
60
0
0
24 May 2024
Beyond the noise: intrinsic dimension estimation with optimal
  neighbourhood identification
Beyond the noise: intrinsic dimension estimation with optimal neighbourhood identification
A. Di Noia
Iuri Macocco
Aldo Glielmo
Alessandro Laio
Antonietta Mira
104
3
0
24 May 2024
Amortized nonmyopic active search via deep imitation learning
Amortized nonmyopic active search via deep imitation learning
Quan Nguyen
Anindya Sarkar
Roman Garnett
69
0
0
23 May 2024
AstroPT: Scaling Large Observation Models for Astronomy
AstroPT: Scaling Large Observation Models for Astronomy
Michael J. Smith
Ryan J. Roberts
E. Angeloudi
M. Huertas-Company
76
2
0
23 May 2024
Discretization of continuous input spaces in the hippocampal autoencoder
Discretization of continuous input spaces in the hippocampal autoencoder
A. F. Amil
Ismael T. Freire
P. Verschure
49
3
0
23 May 2024
GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced
  Power Conversion Efficiency Prediction in Organic Photovoltaic Devices
GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices
Thao Nguyen
Tiara Torres-Flores
Changhyun Hwang
Carl Edwards
Ying Diao
Heng Ji
68
0
0
23 May 2024
The correlation between nativelike selection and prototypicality: a
  multilingual onomasiological case study using semantic embedding
The correlation between nativelike selection and prototypicality: a multilingual onomasiological case study using semantic embedding
Huasheng Zhang
45
0
0
22 May 2024
Adaptive Bayesian Multivariate Spline Knot Inference with Prior
  Specifications on Model Complexity
Adaptive Bayesian Multivariate Spline Knot Inference with Prior Specifications on Model Complexity
Junhui He
Ying Yang
Jian Kang
64
1
0
22 May 2024
Multi-Type Point Cloud Autoencoder: A Complete Equivariant Embedding for Molecule Conformation and Pose
Multi-Type Point Cloud Autoencoder: A Complete Equivariant Embedding for Molecule Conformation and Pose
Michael Kilgour
Mark Tuckerman
Jutta Rogal
112
0
0
22 May 2024
A Metric-based Principal Curve Approach for Learning One-dimensional Manifold
A Metric-based Principal Curve Approach for Learning One-dimensional Manifold
E. Cui
96
0
0
20 May 2024
Review of Deep Representation Learning Techniques for Brain-Computer
  Interfaces and Recommendations
Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations
Pierre Guetschel
Sara Ahmadi
Michael Tangermann
105
0
0
17 May 2024
DiverGen: Improving Instance Segmentation by Learning Wider Data
  Distribution with More Diverse Generative Data
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
Chengxiang Fan
Muzhi Zhu
Hao Chen
Yang Liu
Weijia Wu
Huaqi Zhang
Chunhua Shen
DiffM
147
12
0
16 May 2024
Machine Learning Driven Biomarker Selection for Medical Diagnosis
Machine Learning Driven Biomarker Selection for Medical Diagnosis
Divyagna Bavikadi
Ayushi Agarwal
Shashank Ganta
Yunro Chung
Lusheng Song
Ji Qiu
Paulo Shakarian
OOD
24
0
0
16 May 2024
NIFTY Financial News Headlines Dataset
NIFTY Financial News Headlines Dataset
Raeid Saqur
Ken Kato
Nicholas Vinden
Frank Rudzicz
AIFin
68
1
0
16 May 2024
Lens functions for exploring UMAP Projections with Domain Knowledge
Lens functions for exploring UMAP Projections with Domain Knowledge
Daniël M. Bot
Jan Aerts
52
0
0
15 May 2024
Energy-based Hopfield Boosting for Out-of-Distribution Detection
Energy-based Hopfield Boosting for Out-of-Distribution Detection
Claus Hofmann
Simon Schmid
Bernhard Lehner
Daniel Klotz
Sepp Hochreiter
OODD
103
9
0
14 May 2024
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species
  Genomic Sequence Modeling
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
Siyuan Li
Zedong Wang
Zicheng Liu
Di Wu
Cheng Tan
Jiangbin Zheng
Yufei Huang
Stan Z. Li
68
8
0
13 May 2024
The Platonic Representation Hypothesis
The Platonic Representation Hypothesis
Minyoung Huh
Brian Cheung
Tongzhou Wang
Phillip Isola
138
142
0
13 May 2024
Human-interpretable clustering of short-text using large language models
Human-interpretable clustering of short-text using large language models
Justin K. Miller
Tristram J. Alexander
VLM
62
3
0
12 May 2024
Riemannian Statistics for Any Type of Data
Riemannian Statistics for Any Type of Data
Oldemar Rodriguez Rojas
29
0
0
10 May 2024
Opportunities for Persian Digital Humanities Research with Artificial
  Intelligence Language Models; Case Study: Forough Farrokhzad
Opportunities for Persian Digital Humanities Research with Artificial Intelligence Language Models; Case Study: Forough Farrokhzad
Arash Rasti Meymandi
Zahra Hosseini
Sina Davari
Abolfazl Moshiri
Shabnam Rahimi-Golkhandan
Khashayar Namdar
Nikta Feizi
Mohamad Tavakoli-Targhi
Farzad Khalvati
AI4CE
57
1
0
10 May 2024
Previous
123...101112...404142
Next