Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
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 / 2,414 papers shown
Enhanced High-Dimensional Data Visualization through Adaptive Multi-Scale Manifold Embedding
Tianhao Ni
Bingjie Li
Zhigang Yao
922
0
0
18 Mar 2025
Goal2Story: A Multi-Agent Fleet based on Privately Enabled sLLMs for Impacting Mapping on Requirements Elicitation
X. Zou
Yan Liu
Zhenzhang Li
Chen Yang
143
0
0
17 Mar 2025
AugMapNet: Improving Spatial Latent Structure via BEV Grid Augmentation for Enhanced Vectorized Online HD Map Construction
T. Monninger
Md Zafar Anwar
Stanislaw Antol
Steffen Staab
Sihao Ding
285
3
0
17 Mar 2025
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data
Haozhe Si
Yuxuan Wan
Minh Do
Deepak Vasisht
Han Zhao
Hendrik Hamann
510
2
0
17 Mar 2025
Towards Learnable Anchor for Deep Multi-View Clustering
AAAI Conference on Artificial Intelligence (AAAI), 2025
Bocheng Wang
Chusheng Zeng
Mulin. Chen
Xuelong Li
194
4
0
16 Mar 2025
Context-aware Multimodal AI Reveals Hidden Pathways in Five Centuries of Art Evolution
Jin Kim
B. Lee
Taekho You
Jinhyuk Yun
163
1
0
15 Mar 2025
Cross-Modal Diffusion for Biomechanical Dynamical Systems Through Local Manifold Alignment
S. Dey
Sarath Ravindran Nair
DiffM
296
0
0
15 Mar 2025
BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification
Jian Qian
Teck Lun Goh
Bingyu Xie
Chengyao Zhu
Biao Wan
Yawen Guan
Rachel Ding Chen
Patrick Chiang
Mamba
392
1
0
14 Mar 2025
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Eduard Tulchinskii
Daria Voronkova
I. Trofimov
Evgeny Burnaev
Serguei Barannikov
883
1
0
14 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation
International Conference on Intelligent User Interfaces (IUI), 2025
Krzysztof Adamkiewicz
Paweł W. Woźniak
Julia Dominiak
Andrzej Romanowski
Jakob Karolus
Stanislav Frolov
358
8
0
12 Mar 2025
FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target Classification
IEEE Transactions on Aerospace and Electronic Systems (IEEE Trans. Aerosp. Electron. Syst.), 2025
S. Sami
Md Golam Moula Mehedi Hasan
Nasser M. Nasrabadi
Raghuveer Rao
312
1
0
12 Mar 2025
The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction
Mohammad Tariqul Islam
Jason W. Fleischer
1.1K
1
0
12 Mar 2025
SCOPE-DTI: Semi-Inductive Dataset Construction and Framework Optimization for Practical Usability Enhancement in Deep Learning-Based Drug Target Interaction Prediction
Emmanouil Benetos
Xiang Ji
Ziyue Zhang
Yuming Zhou
Yang-Chi-Dung Lin
...
Yixian Huang
Shidong Cui
Shih-Chung Yen
Ariel Warshel
Hsien-Da Huang
221
2
0
12 Mar 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm
Nadarasar Bahavan
Sanjay Saha
Ken Chen
Sachith Seneviratne
Sanka Rasnayaka
Saman K. Halgamuge
342
0
0
11 Mar 2025
STEAD: Spatio-Temporal Efficient Anomaly Detection for Time and Compute Sensitive Applications
Andrew Gao
Jun Liu
AI4TS
212
1
0
11 Mar 2025
RAG-Adapter: A Plug-and-Play RAG-enhanced Framework for Long Video Understanding
Xichen Tan
Yunfan Ye
Yuanjing Luo
Qian Wan
Fang Liu
Zhiping Cai
VLM
248
3
0
11 Mar 2025
Median Consensus Embedding for Dimensionality Reduction
Yui Tomo
Daisuke Yoneoka
119
0
0
11 Mar 2025
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning
Xintong Li
Jalend Bantupalli
Ria Dharmani
Yuwei Zhang
Jingbo Shang
315
4
0
10 Mar 2025
Preserving clusters and correlations: a dimensionality reduction method for exceptionally high global structure preservation
bioRxiv (bioRxiv), 2025
Jacob Gildenblat
Jens Pahnke
977
2
0
10 Mar 2025
XR-VLM: Cross-Relationship Modeling with Multi-part Prompts and Visual Features for Fine-Grained Recognition
Chuanming Wang
Henming Mao
Huanhuan Zhang
Huiyuan Fu
Huadong Ma
VLM
234
0
0
10 Mar 2025
A Materials Map Integrating Experimental and Computational Data via Graph-Based Machine Learning for Enhanced Materials Discovery
APL Machine Learning (AML), 2025
Yusuke Hashimoto
Xue Jia
Hao Li
Takaaki Tomai
PINN
433
0
0
10 Mar 2025
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing
Yang Xiao
Wang Lu
Jie Ji
Ruimeng Ye
Gen Li
Xiaolong Ma
Bo Hui
OT
314
0
0
09 Mar 2025
Constructions are Revealed in Word Distributions
J. Rozner
Leonie Weissweiler
Kyle Mahowald
Cory Shain
362
4
0
08 Mar 2025
LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations
ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2024
Ibrahim Al Azhar
Venkata Devesh Reddy
Hamed Alhoori
A. Akella
242
17
0
08 Mar 2025
Interpretable Visualizations of Data Spaces for Classification Problems
Christian Jorgensen
Arthur Y. Lin
Rhushil Vasavada
Rose K. Cersonsky
279
3
0
07 Mar 2025
Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records
JAMIA Journal of the American Medical Informatics Association (JAMIA), 2025
Ekaterina Redekop
Zichen Wang
Rushikesh Kulkarni
Mara Pleasure
Aaron Chin
Hamid Reza Hassanzadeh
Brian L. Hill
Melika Emami
W. Speier
C. Arnold
AI4TS
MedIm
127
3
0
07 Mar 2025
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making
Yitong Luo
Hou Hei Lam
Ziang Chen
Zhenliang Zhang
Xue Feng
305
0
0
06 Mar 2025
TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy
Juan Miguel Valverde
Motoya Koga
Nijihiko Otsuka
Anders Bjorholm Dahl
259
1
0
05 Mar 2025
Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees
Conference on Uncertainty in Artificial Intelligence (UAI), 2025
Emma Ceccherini
Ian Gallagher
Andrew Jones
Daniel J. Lawson
328
0
0
04 Mar 2025
Creating Sorted Grid Layouts with Gradient-based Optimization
International Conference on Multimedia Retrieval (ICMR), 2024
Kai Uwe Barthel
Florian Barthel
Peter Eisert
Nico Hezel
Konstantin Schall
302
1
0
04 Mar 2025
Optimizing open-domain question answering with graph-based retrieval augmented generation
Joyce Cahoon
Prerna Singh
Nick Litombe
Jonathan Larson
Ha Trinh
Yiwen Zhu
A. Mueller
Fotis Psallidas
Carlo Curino
243
2
0
04 Mar 2025
Merging Hazy Sets with m-Schemes: A Geometric Approach to Data Visualization
Lukas Silvester Barth
Hannaneh Fahimi
Parvaneh Joharinad
Jürgen Jost
Janis Keck
102
0
0
03 Mar 2025
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Jonathan Geuter
Clément Bonet
Anna Korba
David Alvarez-Melis
450
1
0
03 Mar 2025
Open-source framework for detecting bias and overfitting for large pathology images
Anders Sildnes
N. Shvetsov
M. Tafavvoghi
Vi Ngoc-Nha Tran
Kajsa Møllersen
Lill-ToveRasmussen Busund
Thomas K. Kilvær
L. A. Bongo
VLM
249
0
0
03 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
Tianyi Wang
Jianan Fan
Dingxin Zhang
Dongnan Liu
Yong-quan Xia
Heng Huang
Weidong Cai
588
3
0
01 Mar 2025
Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning
International Conference on Learning Representations (ICLR), 2025
Giseung Park
Y. Sung
OffRL
226
0
0
28 Feb 2025
Identifying Emerging Concepts in Large Corpora
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Sibo Ma
Julian Nyarko
181
0
0
28 Feb 2025
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning
Chi-Sheng Chen
Samuel Yen-Chi Chen
Huan-Hsin Tseng
378
4
0
28 Feb 2025
EXALT: EXplainable ALgorithmic Tools for Optimization Problems
Zuzanna Bączek
Michał Bizoń
Aneta Pawelec
Piotr Sankowski
99
0
0
28 Feb 2025
Shared Stochastic Gaussian Process Latent Variable Models: A Multi-modal Generative Model for Quasar Spectra
Vidhi Lalchand
Anna-Christina Eilers
318
0
0
27 Feb 2025
Topological Autoencoders++: Fast and Accurate Cycle-Aware Dimensionality Reduction
Mattéo Clémot
Julie Digne
Julien Tierny
993
3
0
27 Feb 2025
ConfuGuard: Using Metadata to Detect Active and Stealthy Package Confusion Attacks Accurately and at Scale
Wenxin Jiang
Berk Çakar
Mikola Lysenko
James C. Davis
415
0
0
27 Feb 2025
Cross-Modality Investigation on WESAD Stress Classification
Eric Oliver
Sagnik Dakshit
143
3
0
26 Feb 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Kuang Wang
Xianrui Li
Steve Yang
Li Zhou
Feng Jiang
Haoyang Li
419
10
0
26 Feb 2025
Revealing Treatment Non-Adherence Bias in Clinical Machine Learning Using Large Language Models
Zhongyuan Liang
Arvind Suresh
Irene Y. Chen
CML
256
0
0
26 Feb 2025
Enhancing DNA Foundation Models to Address Masking Inefficiencies
Monireh Safari
Pablo Millán Arias
Joakim Bruslund Haurum
Lila Kari
Angel X. Chang
Graham W. Taylor
284
3
0
25 Feb 2025
Mapping of Subjective Accounts into Interpreted Clusters (MOSAIC): Topic Modelling and LLM applied to Stroboscopic Phenomenology
Romy Beauté
David J. Schwartzman
Guillaume Dumas
Jennifer Crook
Fiona Macpherson
Adam B. Barrett
Anil K. Seth
145
1
0
25 Feb 2025
Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Mengqiao Liu
Tevin Wang
Cassandra A. Cohen
Sarah Li
Chenyan Xiong
LRM
273
0
0
21 Feb 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Anirudh Sundar
Sinead Williamson
Katherine Metcalf
B. Theobald
Skyler Seto
Masha Fedzechkina
LLMSV
359
5
0
21 Feb 2025
Paradigms of AI Evaluation: Mapping Goals, Methodologies and Culture
International Joint Conference on Artificial Intelligence (IJCAI), 2024
John Burden
Marko Tesic
Lorenzo Pacchiardi
José Hernández-Orallo
315
7
0
21 Feb 2025
Previous
1
2
3
...
9
10
11
...
47
48
49
Next
