UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

50 / 116 papers shown

Title
Surfacing Semantic Orthogonality Across Model Safety Benchmarks: A Multi-Dimensional Analysis Jonathan Bennion Shaona Ghosh Mantek Singh Nouha Dziri 77 0 0 23 May 2025
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings Yilin Ye Junchao Huang Xingchen Zeng Jiazhi Xia Wei Zeng 83 0 0 20 May 2025
topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation Márton Kardos Kenneth Enevoldsen Kristoffer Nielbo 106 0 0 19 May 2025
Model alignment using inter-modal bridges Ali Gholamzadeh Noor Sajid 91 0 0 18 May 2025
Enhanced Multimodal Hate Video Detection via Channel-wise and Modality-wise Fusion Yinghui Zhang Tailin Chen Yuchen Zhang Zeyu Fu 47 0 0 17 May 2025
Supervised Models Can Generalize Also When Trained on Random Labels Oskar Allerbo Thomas B. Schön OOD SSL 68 0 0 16 May 2025
The Spotlight Resonance Method: Resolving the Alignment of Embedded Activations George Bird 24 0 0 09 May 2025
Interpretable non-linear dimensionality reduction using gaussian weighted linear transformation Erik Bergh 39 0 0 24 Apr 2025
The Dark Side of the Web: Towards Understanding Various Data Sources in Cyber Threat Intelligence Saskia Laura Schröer Noé Canevascini Irdin Pekaric Philine Widmer Pavel Laskov 324 0 0 19 Apr 2025
Spatial Audio Processing with Large Language Model on Wearable Devices Ayushi Mishra Yang Bai Priyadarshan Narayanasamy Nakul Garg Nirupam Roy 54 0 0 11 Apr 2025
A Scalable Approach to Clustering Embedding Projections Donghao Ren Fred Hohman Dominik Moritz 100 1 0 09 Apr 2025
Token embeddings violate the manifold hypothesis Michael Robinson Sourya Dey Tony Chiang 71 2 0 01 Apr 2025
GMapLatent: Geometric Mapping in Latent Space Wei Zeng Xuebin Chang Jianghao Su X. Gu Jian Sun Zongben Xu 58 0 0 30 Mar 2025
Multimodal machine learning with large language embedding model for polymer property prediction Tianren Zhang Dai-Bei Yang 93 0 0 29 Mar 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models Zhanke Zhou Zhaocheng Zhu Xuan Li Mikhail Galkin Xiao Feng Sanmi Koyejo Jian Tang Bo Han LRM 86 1 0 28 Mar 2025
Comprehensive Manuscript Assessment with Text Summarization Using 69707 articles Qichen Sun Yuxing Lu Kun Xia Li Chen He Sun Jinzhuo Wang 65 0 0 26 Mar 2025
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 128 0 0 23 Mar 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding Thomas Dagès Simon Weber Ya-Wei Eileen Lin Ronen Talmon Daniel Cremers M. Lindenbaum A. Bruckstein Ron Kimmel 99 0 0 23 Mar 2025
Hierarchical clustering with maximum density paths and mixture models Martin Ritzert Polina Turishcheva Laura Hansel Paul Wollenhaupt Marissa A. Weis Alexander S. Ecker 62 0 0 19 Mar 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 98 0 0 19 Mar 2025
Enabling Inclusive Systematic Reviews: Incorporating Preprint Articles with Large Language Model-Driven Evaluations Rui Yang Jiayi Tong Haoyuan Wang Hui Huang Ziyang Hu ... Nan Liu Christopher J. Lindsell Michael J. Pencina Yong Chen Chuan Hong AI4CE 54 0 0 18 Mar 2025
Enhanced High-Dimensional Data Visualization through Adaptive Multi-Scale Manifold Embedding Tianhao Ni Bingjie Li Zhigang Yao 357 0 0 18 Mar 2025
Entente: Cross-silo Intrusion Detection on Network Log Graphs with Federated Learning Jiacen Xu Chenang Li Yu Zheng Zhou Li FedML AAML 75 0 0 18 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 98 0 0 17 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 91 1 0 12 Mar 2025
Preserving clusters and correlations: a dimensionality reduction method for exceptionally high global structure preservation Jacob Gildenblat Jens Pahnke 331 1 0 10 Mar 2025
Interpretable Visualizations of Data Spaces for Classification Problems Christian Jorgensen Arthur Y. Lin Rhushil Vasavada Rose K. Cersonsky 46 0 0 07 Mar 2025
Creating Sorted Grid Layouts with Gradient-based Optimization Kai Uwe Barthel Florian Barthel Peter Eisert Nico Hezel Konstantin Schall 158 1 0 04 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention Tianyi Wang Jianan Fan Dingxin Zhang Dongnan Liu Yong-quan Xia Heng Huang Weidong Cai 85 0 0 01 Mar 2025
Shared Stochastic Gaussian Process Latent Variable Models: A Multi-modal Generative Model for Quasar Spectra Vidhi Lalchand Anna-Christina Eilers 85 0 0 27 Feb 2025
NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions Weizhe Yuan Jane Dwivedi-Yu Song Jiang Karthik Padthe Yang Li ... Ilia Kulikov Kyunghyun Cho Yuandong Tian Jason Weston Xian Li ReLM LRM 80 17 0 24 Feb 2025
AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries Subhash V.S. Ganti Lukas Woelfel Christopher Kuenneth 113 0 0 20 Feb 2025
MatterChat: A Multi-Modal LLM for Material Science Yingheng Tang Wenbin Xu Jie Cao Jianzhu Ma Weilu Gao Steve Farrell Benjamin Erichson Michael W. Mahoney Andy Nonaka 137 5 0 18 Feb 2025
Learning a Diffusion Model Policy from Rewards via Q-Score Matching Michael Psenka Alejandro Escontrela Pieter Abbeel Yi-An Ma DiffM 113 29 0 17 Feb 2025
Graph Pseudotime Analysis and Neural Stochastic Differential Equations for Analyzing Retinal Degeneration Dynamics and Beyond Dai Shi Kuan Yan Lequan Lin Yue Zeng Ting Zhang D. Matsypura Mark C. Gillies Ling Zhu Junbin Gao 83 1 0 10 Feb 2025
InSTA: Towards Internet-Scale Training For Agents Brandon Trabucco Gunnar Sigurdsson Robinson Piramuthu Ruslan Salakhutdinov ALM 113 2 0 10 Feb 2025
Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning Wei Wu Can Liao Zizhen Deng Zhengrui Guo Jinzhuo Wang 66 0 0 06 Feb 2025
Out-of-Distribution Detection using Synthetic Data Generation Momin Abbas Muneeza Azmat R. Horesh Mikhail Yurochkin 96 1 0 05 Feb 2025
When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Felix Drinkall J. Pierrehumbert Stefan Zohren 85 0 0 04 Feb 2025
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Jiaxin Guo Cheng Chen Shuzhen Li Tianze Zhang 97 0 0 01 Feb 2025
Multi-Tiered Self-Contrastive Learning for Medical Microwave Radiometry (MWR) Breast Cancer Detection C. Galazis Huiyi Wu Igor Goryanin 67 0 0 28 Jan 2025
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity Zahra Gharaee Scott C. Lowe ZeMing Gong Pablo Millán Arias Nicholas Pellegrino ... Lila Kari Dirk Steinke Graham W. Taylor Paul Fieguth Angel X. Chang 84 9 0 28 Jan 2025
Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths Yueyang Wang Kejun Tang Xili Wang Xiaoliang Wan Weiqing Ren Chao Yang 50 0 0 28 Jan 2025
Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Ivan Lopez Fateme Nateghi Haredasht Kaitlin Caoili Jonathan H. Chen Akshay S. Chaudhari MedIm SyDa 98 0 0 28 Jan 2025
Time Series Embedding Methods for Classification Tasks: A Review Habib Irani Yasamin Ghahremani Arshia Kermani Vangelis Metsis AI4TS 84 0 0 23 Jan 2025
Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios Marko Tuononen Dani Korpi Ville Hautamäki FAtt 53 2 0 10 Jan 2025
Citations and Trust in LLM Generated Responses Yifan Ding Matthew Facciani Amrit Poudel Ellen Joyce Salvador Aguiñaga Balaji Veeramani Sanmitra Bhattacharya Tim Weninger HILM 88 3 0 03 Jan 2025
Detecting Financial Bots on the Ethereum Blockchain Thomas Niedermayer Pietro Saggese Bernhard Haslhofer 67 3 0 03 Jan 2025
A Classifier-Based Approach to Multi-Class Anomaly Detection for Astronomical Transients Rithwik Gupta D. Muthukrishna Michelle Lochner 37 1 0 03 Jan 2025
Unsupervised discovery of the shared and private geometry in multi-view data Sai Koukuntla Joshua B. Julian Jesse C. Kaminsky Manuel Schottdorf David W. Tank C. Brody Adam S. Charles 69 0 0 31 Dec 2024