v1v2v3 (latest)

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

50 / 2,410 papers shown

Title
Human-Interpretable Uncertainty Explanations for Point Cloud Registration Johannes A. Gaus Loris Schneider Yitian Shi Jongseok Lee Rania Rayyes Rudolph Triebel 3DPC 195 0 0 23 Sep 2025
Equilibrium flow: From Snapshots to Dynamics Yanbo Zhang Michael Levin 112 0 0 22 Sep 2025
Bilateral Distribution Compression: Reducing Both Data Size and Dimensionality Dominic Broadbent Nick Whiteley Robert Allison Tom Lovett 222 0 0 22 Sep 2025
Evaluating Large Language Models for Detecting Antisemitism Jay Patel Hrudayangam Mehta Jeremy Blackburn 219 0 0 22 Sep 2025
The SAGES Critical View of Safety Challenge: A Global Benchmark for AI-Assisted Surgical Quality Assessment Deepak Alapatt J. Eckhoff Zhiliang Lyu Yutong Ban J. Mazellier ... Pietro Mascagni Daniel A. Hashimoto Guy Rosman O. Meireles N. Padoy ELM 116 0 0 21 Sep 2025
Learning Hyperspectral Images with Curated Text Prompts for Efficient Multimodal Alignment Abhiroop Chatterjee Susmita K. Ghosh VLM 68 0 0 20 Sep 2025
AISTAT lab system for DCASE2025 Task6: Language-based audio retrieval Hyun Jun Kim Hyeong Yong Choi Changwon Lim 84 0 0 20 Sep 2025
Semantic-Driven Topic Modeling for Analyzing Creativity in Virtual Brainstorming Melkamu Mersha Jugal Kalita 96 1 0 20 Sep 2025
LLM-Assisted Topic Reduction for BERTopic on Social Media Data Wannes Janssens Matthias Bogaert Dirk Van den Poel 80 0 0 18 Sep 2025
Exploring How Audio Effects Alter Emotion with Foundation Models Stelios Katsis Vassilis Lyberatos Spyridon Kantarelis Edmund Dervakos Giorgos Stamou 94 0 0 18 Sep 2025
Graph-Regularized Learning of Gaussian Mixture Models Shamsiiat Abdurakhmanova A. Jung 76 0 0 17 Sep 2025
An Exploratory Study on Abstract Images and Visual Representations Learned from Them Haotian Li Jianbo Jiao 77 0 0 17 Sep 2025
Curvature as a tool for evaluating dimensionality reduction and estimating intrinsic dimension Charlotte Beylier Parvaneh Joharinad Jürgen Jost Nahid Torbati 28 0 0 16 Sep 2025
Ensemble Visualization With Variational Autoencoder Cenyang Wu Qinhan Yu Liang Zhou DRL BDL 209 0 0 16 Sep 2025
Data-Driven Analysis of Text-Conditioned AI-Generated Music: A Case Study with Suno and Udio Luca Casini Laura Cros Vila David Dalmazzo Anna-Kaisa Kaila Bob L. T. Sturm 100 0 0 15 Sep 2025
Embodied Navigation Foundation Model JIazhao Zhang Anqi Li Yunpeng Qi Minghan Li Jiahang Liu ... Zhibo Chen Fei Gao Qi Wu Zhizheng Zhang He Wang LM&Ro 363 9 0 15 Sep 2025
NeuroGaze-Distill: Brain-informed Distillation and Depression-Inspired Geometric Priors for Robust Facial Emotion Recognition Zilin Li Weiwei Xu Xuanqi Zhao Yiran Zhu 80 0 0 15 Sep 2025
Scaling Up Forest Vision with Synthetic Data Yihang She Andrew Blake David A. Coomes Srinivasan Keshav 76 1 0 14 Sep 2025
A Particle-Flow Algorithm for Free-Support Wasserstein Barycenters Kisung You 92 0 0 14 Sep 2025
Evalet: Evaluating Large Language Models by Fragmenting Outputs into Functions Tae Soo Kim Heechan Lee Yoonjoo Lee Joseph Seering Juho Kim ELM 146 0 0 14 Sep 2025
Linguistic trajectories of bipolar disorder on social media Laurin Plank Armin Zlomuzica 28 0 0 12 Sep 2025
When Your Reviewer is an LLM: Biases, Divergence, and Prompt Injection Risks in Peer Review Changjia Zhu Junjie Xiong Renkai Ma Zhicong Lu Yao Liu Lingyao Li AAML 119 1 0 12 Sep 2025
PIPES: A Meta-dataset of Machine Learning Pipelines Cynthia Moreira Maia L. B. V. Amorim George D. C. Cavalcanti Rafael M. O. Cruz AI4CE 52 0 0 11 Sep 2025
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Nicholas Miklaucic Lai Wei Rongzhi Dong Nihang Fu Sadman Sadeed Omee Qingyang Li Sourin Dey Victor Fung Jianjun Hu 96 0 0 10 Sep 2025
Generative Data Refinement: Just Ask for Better Data Minqi Jiang João G. M. Araújo Will Ellsworth Sian Gooding Edward Grefenstette 192 3 0 10 Sep 2025
Tokenizing Loops of Antibodies Ada Fang Robert G. Alberstein Simon Kelow Frédéric A. Dreyer 56 1 0 10 Sep 2025
ArtifactGen: Benchmarking WGAN-GP vs Diffusion for Label-Aware EEG Artifact Synthesis Hritik Arasu Faisal R Jahangiri DiffM 140 0 0 09 Sep 2025
FUnc-SNE: A flexible, Fast, and Unconstrained algorithm for neighbour embeddings Pierre Lambert Edouard Couplet M. Verleysen J. Lee 88 0 0 09 Sep 2025
PLaID++: A Preference Aligned Language Model for Targeted Inorganic Materials Design Andy Xu Rohan Desai Larry Wang Gabriel Hope Ethan Ritz 107 2 0 08 Sep 2025
Unveiling the Listener Structure Underlying K-pop's Global Success: A Large-Scale Listening Data Analysis Ryota Nakamura Keita Nishimoto Ichiro Sakata Kimitaka Asatani 20 0 0 08 Sep 2025
Dimensionally Reduced Open-World Clustering: DROWCULA Erencem Ozbey Dimitrios I. Diochnos 88 0 0 08 Sep 2025
Knowledge-Augmented Vision Language Models for Underwater Bioacoustic Spectrogram Analysis Ragib Amin Nihal Benjamin Yen Takeshi Ashizawa Kazuhiro Nakadai 40 0 0 06 Sep 2025
Automating API Documentation with LLMs: A BERTopic Approach AmirHossein Naghshzan LLMAG 56 0 0 06 Sep 2025
TemporalFlowViz: Parameter-Aware Visual Analytics for Interpreting Scramjet Combustion Evolution Yifei Jia Shiyu Cheng Yu Dong Guan Li Dong Tian Ruixiao Peng Xuyi Lu Yu Wang Wei Yao Guihua Shan 81 0 0 05 Sep 2025
Analyzing Gait Adaptation with Hemiplegia Simulation Suits and Digital Twins Jialin Chen Jeremie Clos Dominic Price Praminda Caleb-Solly 44 0 0 05 Sep 2025
Emergent Social Dynamics of LLM Agents in the El Farol Bar Problem Ryosuke Takata A. Masumori T. Ikegami 177 0 0 04 Sep 2025
Bootstrapping Task Spaces for Self-Improvement Minqi Jiang Andrei Lupu Yoram Bachrach LRM 165 2 0 04 Sep 2025
Variational Gaussian Mixture Manifold Models for Client-Specific Federated Personalization Sai Puppala Ismail Hossain Md. jahangir Alam Sajedul Talukder FedML 84 0 0 04 Sep 2025
Why Can't I See My Clusters? A Precision-Recall Approach to Dimensionality Reduction Validation Diede P. M. van der Hoorn Alessio Arleo Fernando Paulovich 108 0 0 04 Sep 2025
Predicting Traffic Accident Severity with Deep Neural Networks Meghan Bibb Pablo Rivas Mahee Tayba 48 0 0 04 Sep 2025
Characteristic Energy Behavior Profiling of Non-Residential Buildings Haley Dozier Althea Henslee 48 0 0 04 Sep 2025
Prototype-Guided Robust Learning against Backdoor Attacks Wei Guo Maura Pintor Ambra Demontis Battista Biggio AAML SILM 128 0 0 03 Sep 2025
Learning functions through Diffusion Maps Alvaro Almeida Gomez DiffM 128 0 0 03 Sep 2025
High-Fidelity Digital Twins for Bridging the Sim2Real Gap in LiDAR-Based ITS Perception Muhammad Shahbaz Shaurya Agarwal 128 1 0 03 Sep 2025
The distribution of calibrated likelihood functions on the probability-likelihood Aitchison simplex Paul-Gauthier Noé A. Nautsch D. Matrouf Pierre-Michel Bousquet J. Bonastre 148 0 0 03 Sep 2025
InstaDA: Augmenting Instance Segmentation Data with Dual-Agent System Xianbao Hou Yonghao He Zeyd Boukhers John See Hu Su Wei Sui Cong Yang DiffM VLM 109 0 0 03 Sep 2025
Benchmarking Large Language Models for Personalized Guidance in AI-Enhanced Learning Bo Yuan Jiazi Hu AI4Ed ELM 300 0 0 02 Sep 2025
Enhanced Single-Cell RNA-seq Embedding through Gene Expression and Data-Driven Gene-Gene Interaction Integration Hojjat Torabi Goudarzi Maziyar Baran Pouyan 36 2 0 01 Sep 2025
Chronotome: Real-Time Topic Modeling for Streaming Embedding Spaces Matte Lim Catherine Yeh Martin Wattenberg F. Viégas Panagiotis Michalatos 72 0 0 01 Sep 2025
Preserving Vector Space Properties in Dimensionality Reduction: A Relationship Preserving Loss Framework Eddi Weinwurm Alexander Kovalenko 28 0 0 01 Sep 2025