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
Benchmarking Multi-National Value Alignment for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Chengyi Ju Weijie Shi Chengzhong Liu Yalan Qin Jipeng Zhang ... Jia Zhu Jiajie Xu Yaodong Yang Sirui Han Wenhan Luo 1.0K 4 0 17 Apr 2025
InfoClus: Informative Clustering of High-dimensional Data Embeddings Fuyin Lai Edith Heiter Guillaume Bied Jefrey Lijffijt 149 0 0 15 Apr 2025
Masculine Defaults via Gendered Discourse in Podcasts and Large Language ModelsInternational Conference on Web and Social Media (ICWSM), 2025 Maria Teleki Xiangjue Dong Haoran Liu James Caverlee 191 0 0 15 Apr 2025
Enhancing Out-of-Distribution Detection with Extended Logit Normalization Yifan Ding Xixi Liu Jonas Unger Gabriel Eilertsen OODD 314 1 0 15 Apr 2025
You've Changed: Detecting Modification of Black-Box Large Language Models Alden Dima James R. Foulds Shimei Pan Philip G. Feldman 233 1 0 14 Apr 2025
MIEB: Massive Image Embedding Benchmark Chenghao Xiao Isaac Chung Imene Kerboua Jamie Stirling Xin Zhang Márton Kardos Roman Solomatin Noura Al Moubayed Kenneth Enevoldsen Niklas Muennighoff VLM 475 6 0 14 Apr 2025
SPreV Srivathsan Amruth 65 0 0 14 Apr 2025
Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries Neil He Jiahong Liu Buze Zhang N. Bui Ali Maatouk Menglin Yang Irwin King Melanie Weber Rex Ying 255 4 0 11 Apr 2025
Spatial Audio Processing with Large Language Model on Wearable Devices Ayushi Mishra Yang Bai Priyadarshan Narayanasamy Nakul Garg Nirupam Roy 334 4 0 11 Apr 2025
Semantically Encoding Activity Labels for Context-Aware Human Activity RecognitionAnnual IEEE International Conference on Pervasive Computing and Communications (PerCom), 2025 Wen Ge Guanyi Mou Emmanuel O. Agu Kyumin Lee 178 0 0 10 Apr 2025
Large-Scale Analysis of Online Questions Related to Opioid Use Disorder on RedditInternational Conference on Web and Social Media (ICWSM), 2025 Tanmay Laud Akadia Kacha-Ochana Steven A. Sumner Vikram Krishnasamy Royal Law Lyna Schieber M. D. Choudhury Mai Elsherief 216 2 0 10 Apr 2025
Clustering and novel class recognition: evaluating bioacoustic deep learning feature extractors Vincent S. Kather Burooj Ghani Dan Stowell 141 7 0 09 Apr 2025
Disentangle and Regularize: Sign Language Production with Articulator-Based Disentanglement and Channel-Aware Regularization Sumeyye Meryem Tasyurek Tugce Kiziltepe Hacer Yalim Keles SLR 338 4 0 09 Apr 2025
A Scalable Approach to Clustering Embedding Projections Donghao Ren Fred Hohman Dominik Moritz 393 3 0 09 Apr 2025
MotionPRO: Exploring the Role of Pressure in Human MoCap and BeyondComputer Vision and Pattern Recognition (CVPR), 2025 Shenghao Ren Yi Lu Jiayi Huang Jiaqi Zhao Chentao Song T. Yu Qiu Shen Xun Cao 218 4 0 07 Apr 2025
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation Tianyi Ren Juampablo Heras Rivera Hitender Oswal Yutong Pan Agamdeep Chopra Jacob Ruzevick Mehmet Kurt 191 3 0 06 Apr 2025
Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt EngineeringIEEE transactions on multimedia (TMM), 2025 Jiaxin Guo Ajian Liu Yunfeng Diao Jing Zhang Hui Ma Bo Zhao Richang Hong Meng Wang 296 4 0 06 Apr 2025
Analytical Discovery of Manifold with Machine Learning Yafei Shen Huan-Fei Ma Ling Yang 154 0 0 03 Apr 2025
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions Shengrui XU Tianchi Lu Zikun Wang Jixiu Zhai 150 0 0 03 Apr 2025
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image Ezzeldin Shereen Dan Ristea Shae McFadden Shae McFadden V. Mavroudis Chris Hicks 508 1 0 02 Apr 2025
Geometric Reasoning in the Embedding SpaceMachine Learning and Knowledge Extraction (MLKE), 2025 Jan Hůla David Mojžíšek Jiří Janeček David Herel Mikoláš Janota 143 0 0 02 Apr 2025
Neural Approaches to SAT Solving: Design Choices and Interpretability David Mojžíšek Jan Hůla Ziwei Li Ziyu Zhou Mikoláš Janota AAML NAI 162 2 0 01 Apr 2025
Token embeddings violate the manifold hypothesis Michael Robinson Sourya Dey Tony Chiang 437 7 0 01 Apr 2025
$FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection$ FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack DetectionIEEE Transactions on Information Forensics and Security (TIFS), 2025 Yongqian Li Ning Li Ajian Liu Hui Ma Liying Yang Xihong Chen Zhiyao Liang Yanyan Liang Jun Wan Zhen Lei AAML 387 3 0 01 Apr 2025
Node Embeddings via Neighbor Embeddings Jan Niklas Böhm Marius Keute Alica Guzmán Sebastian Damrich Andrew Draganov D. Kobak GNN 328 0 0 31 Mar 2025
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System Zhiyuan Wen Jiannong Cao Zian Wang Beichen Guo Ruosong Yang Shuaiqi Liu 174 5 0 31 Mar 2025
GMapLatent: Geometric Mapping in Latent Space Wei Zeng Xuebin Chang Jianghao Su X. Gu Jian Sun Zongben Xu 213 1 0 30 Mar 2025
A Large Scale Analysis of Gender Biases in Text-to-Image Generative Models Leander Girrbach Stephan Alaniz Genevieve Smith Zeynep Akata 388 7 0 30 Mar 2025
RECALL-MM: A Multimodal Dataset of Consumer Product Recalls for Risk Analysis using Computational Methods and Large Language Models Diana Bolanos Mohammadmehdi Ataei Daniele Grandi K. Goucher-Lambert 253 0 0 29 Mar 2025
Unsupervised Learning: Comparative Analysis of Clustering Techniques on High-Dimensional Data Vishnu Vardhan Baligodugula Fathi Amsaad 83 5 0 29 Mar 2025
Multimodal machine learning with large language embedding model for polymer property predictionChemistry of Materials (Chem. Mater.), 2025 Tianren Zhang Dai-Bei Yang 302 5 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 405 11 0 28 Mar 2025
A multi-agentic framework for real-time, autonomous freeform metasurface design Robert Lupoiu Yixuan Shao Tianxiang Dai Chenkai Mao Kofi Edee Jonathan A. Fan AI4CE 222 7 0 26 Mar 2025
Comprehensive Manuscript Assessment with Text Summarization Using 69707 articles Qichen Sun Yuxing Lu Kun Xia Li Chen He Sun Jinzhuo Wang 155 0 0 26 Mar 2025
Guidelines For The Choice Of The Baseline in XAI Attribution Methods Cristian Morasso Giorgio Dolci I. Galazzo Sergey M. Plis Gloria Menegaz 284 4 0 25 Mar 2025
AdaWorld: Learning Adaptable World Models with Latent Actions Shenyuan Gao Siyuan Zhou Yilun Du Jun Zhang Chuang Gan VGen 521 31 0 24 Mar 2025
Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas Venkatesh Bollineni Igor Crk Eren Gultepe 127 1 0 23 Mar 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and EmbeddingComputer Vision and Pattern Recognition (CVPR), 2025 Thomas Dagès Simon Weber Ya-Wei Eileen Lin Ronen Talmon Daniel Cremers M. Lindenbaum A. Bruckstein Ron Kimmel 419 2 0 23 Mar 2025
BERTDetect: A Neural Topic Modelling Approach for Android Malware DetectionThe Web Conference (WWW), 2025 Nishavi Ranaweera Jiarui Xu Suranga Seneviratne Aruna Seneviratne 173 1 0 23 Mar 2025
Evaluating Negative Sampling Approaches for Neural Topic ModelsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 495 2 0 23 Mar 2025
Network Embedding Exploration Tool (NEExT) Ashkan Dehghan P. Prałat F. Théberge GNN 154 0 0 20 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 405 0 0 19 Mar 2025
Manifold Learning for Hyperspectral Images Fethi Harkat Tiphaine Deuberet Guillaume Gey V. Perrier K. Polisano 181 0 0 19 Mar 2025
Explainable AI Components for Narrative Map Extraction Brian Keith Fausto German Eric Krokos Sarah Joseph Chris North 106 2 0 19 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 222 0 0 19 Mar 2025
Enabling Inclusive Systematic Reviews: Incorporating Preprint Articles with Large Language Model-Driven EvaluationsJAMIA Journal of the American Medical Informatics Association (JAMIA), 2025 Rui Yang Jiayi Tong Haoyuan Wang Hui Huang Ziyang Hu ... Nan Liu Christopher J. Lindsell Michael J. Pencina Yong Chen Chuan Hong AI4CE 315 2 0 18 Mar 2025
Enhanced High-Dimensional Data Visualization through Adaptive Multi-Scale Manifold Embedding Tianhao Ni Bingjie Li Zhigang Yao 894 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 277 0 0 18 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 242 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 480 2 0 17 Mar 2025