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UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

50 / 2,391 papers shown

Title
Disentangling Shared and Private Neural Dynamics with SPIRE: A Latent Modeling Framework for Deep Brain Stimulation Rahil Soroushmojdehi Sina Javadzadeh Mehrnaz Asadi Terence D.Sanger 48 0 0 28 Oct 2025
Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation Kang Zhang T. Pham Suyeon Lee Axi Niu Arda Senocak Joon Son Chung AuLLM VGen 199 0 0 28 Oct 2025
SARC: Sentiment-Augmented Deep Role Clustering for Fake News Detection Jingqing Wang Jiaxing Shang Rong Xu Fei Hao Tianjin Huang Geyong Min 52 0 0 28 Oct 2025
Unsupervised Machine-Learning Pipeline for Data-Driven Defect Detection and Characterisation: Application to Displacement Cascades Samuel Del Fré Andrée de Backer Christophe Domain Ludovic Thuinet Charlotte S. Becquart 48 0 0 28 Oct 2025
Coupled Flow Matching Wenxi Cai Yuheng Wang Naichen Shi 100 0 0 27 Oct 2025
Bias Begins with Data: The FairGround Corpus for Robust and Reproducible Research on Algorithmic Fairness Jan Simson Alessandro Fabris Cosima Fröhner Frauke Kreuter Christoph Kern 83 0 0 25 Oct 2025
Does Homophily Help in Robust Test-time Node Classification? Yan Jiang Ruihong Qiu Zi Huang 80 0 0 25 Oct 2025
Self-Supervised Learning of Synapse Types from EM Images Aarav Shetty Gary B Huang SSL 161 0 0 24 Oct 2025
Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning Zihao Jing Yan Sun Yan Yi Li Sugitha Janarthanan Alana Deng Pingzhao Hu 56 0 0 24 Oct 2025
DMVFC: Deep Learning Based Functionally Consistent Tractography Fiber Clustering Using Multimodal Diffusion MRI and Functional MRI Bocheng Guo Jin Wang Yijie Li Junyi Wang Mingyu Gao ... J. Rushmore N. Makris Yogesh Rathi L. O’Donnell Fan Zhang 76 1 0 24 Oct 2025
Dino-Diffusion Modular Designs Bridge the Cross-Domain Gap in Autonomous Parking Zixuan Wu Hengyuan Zhang Ting-Hsuan Chen Yuliang Guo David Paz Xinyu Huang Liu Ren 64 0 0 23 Oct 2025
Knowledge-Informed Neural Network for Complex-Valued SAR Image Recognition Haodong Yang Zhongling Huang Shaojie Guo Zhe Zhang Gong Cheng Junwei Han 68 0 0 23 Oct 2025
Insights into the Unknown: Federated Data Diversity Analysis on Molecular Data Markus Bujotzek Evelyn Trautmann Calum Hand Ian Hales FedML 100 0 0 22 Oct 2025
A Matter of Time: Revealing the Structure of Time in Vision-Language Models Nidham Tekaya Manuela Waldner Matthias Zeppelzauer VLM 72 0 0 22 Oct 2025
When Facts Change: Probing LLMs on Evolving Knowledge with evolveQA Nishanth Nakshatri Shamik Roy Manoj Ghuhan Arivazhagan Hanhan Zhou Vinayshekhar Bannihatti Kumar Rashmi Gangadharaiah KELM 176 0 0 22 Oct 2025
Interactive Hypergraph Visual Analytics for Exploring Large and Complex Image Collections Floris Gisolf Z. Geradts M. Worring 75 0 0 22 Oct 2025
Mixing Configurations for Downstream Prediction Juntang Wang Hao Wu Runkun Guo Y. Wang Dongmian Zou Shixin Xu 49 0 0 22 Oct 2025
Dimensionality Reduction for Remote Sensing Data Analysis: A Systematic Review of Methods and Applications Nathan Mankovich Kai-Hendrik Cohrs Homer Durand Vasileios Sitokonstantinou T. Williams Gustau Camps-Valls 88 0 0 21 Oct 2025
BlendCLIP: Bridging Synthetic and Real Domains for Zero-Shot 3D Object Classification with Multimodal Pretraining Ajinkya Khoche Gergő László Nagy Maciej K. Wozniak Thomas Gustafsson Patric Jensfelt 86 0 0 21 Oct 2025
IMB: An Italian Medical Benchmark for Question Answering Antonio Romano Giuseppe Riccio Mariano Barone Marco Postiglione V. Moscato AI4MH 179 0 0 21 Oct 2025
Fair and Interpretable Deepfake Detection in Videos Akihito Yoshii Ryosuke Sonoda Ramya Srinivasan 130 0 0 20 Oct 2025
Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks Xinkai Wang Beibei Li Zerui Shao Ao Liu Shouling Ji AAML 98 1 0 20 Oct 2025
EndoCIL: A Class-Incremental Learning Framework for Endoscopic Image Classification Bingrong Liu Jun Shi Yushan Zheng CLL 143 0 0 20 Oct 2025
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery Vaibhav Rathore Divyam Gupta Biplab Banerjee 95 0 0 20 Oct 2025
When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity Nisrine Rair Alban Goupil Valeriu Vrabie Emmanuel Chochoy 69 0 0 20 Oct 2025
Who's Asking? Simulating Role-Based Questions for Conversational AI Evaluation Navreet Kaur Hoda Ayad Hayoung Jung Shravika Mittal M. D. Choudhury Tanushree Mitra 85 1 0 19 Oct 2025
Synergizing chemical and AI communities for advancing laboratories of the future Saejin Oh X. Fang I-Hsin Lin Paris Dee Christopher S. Dunham Stacy M. Copp Abigail G. Doyle Javier Read de Alaniz Mengyang Gu AI4CE 122 0 0 18 Oct 2025
SCALAR: Self-Calibrating Adaptive Latent Attention Representation Learning Farwa Abbas Hussain Ahmad Claudia Szabo 46 0 0 18 Oct 2025
Continual Knowledge Consolidation LORA for Domain Incremental Learning Naeem Paeedeh Mahardhika Pratama Weiping Ding Jimmy Cao Wolfgang Mayer Ryszard Kowalczyk CLL MoMe 136 0 0 17 Oct 2025
From Universal Approximation Theorem to Tropical Geometry of Multi-Layer Perceptrons Yi-Shan Chu Yueh-Cheng Kuo 53 0 0 16 Oct 2025
LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models Mert Sonmezer Matthew Zheng Pinar Yanardag DiffM MoMe 189 1 0 16 Oct 2025
The Tree-SNE Tree Exists Jack Kendrick 72 0 0 16 Oct 2025
JEDA: Query-Free Clinical Order Search from Ambient Dialogues Praphul Singh Corey D Barrett Sumana Srivasta Amitabh Saikia Irfan Bulu Sri Gadde Krishnaram Kenthapadi 98 0 0 16 Oct 2025
Latent Topic Synthesis: Leveraging LLMs for Electoral Ad Analysis Alexander Brady Tunazzina Islam 48 0 0 16 Oct 2025
Investigating the consequences of mechanical ventilation in clinical intensive care settings through an evolutionary game-theoretic framework David J. Albers Tell D. Bennett Jana de Wiljes George Hripcsak Bradford J. Smith Peter D. Sottile J.N. Stroh 39 0 0 16 Oct 2025
Scaling Vision Transformers for Functional MRI with Flat Maps Connor Lane Daniel Z. Kaplan Tanishq Mathew Abraham Paul S. Scotti MedIm 88 0 0 15 Oct 2025
Manifold Decoders: A Framework for Generative Modeling from Nonlinear Embeddings Riddhish Thakare Kingdom Mutala Akugri DiffM SyDa 105 0 0 15 Oct 2025
Visual Interestingness Decoded: How GPT-4o Mirrors Human Interests Fitim Abdullahu Helmut Grabner 62 0 0 15 Oct 2025
Simulation-Based Pretraining and Domain Adaptation for Astronomical Time Series with Minimal Labeled Data Rithwik Gupta D. Muthukrishna Jeroen Audenaert AI4TS 52 0 0 14 Oct 2025
Pretraining in Actor-Critic Reinforcement Learning for Robot Locomotion Jiale Fan Andrei Cramariuc Tifanny Portela Marco Hutter 64 0 0 14 Oct 2025
Interpreting the Latent Structure of Operator Precedence in Language Models Dharunish Yugeswardeenoo Harshil Nukala Cole Blondin Cole Blondin Sean O Brien Kevin Zhu Kevin Zhu LRM 83 0 0 14 Oct 2025
Traveling Salesman-Based Token Ordering Improves Stability in Homomorphically Encrypted Language Models Donghwan Rho Sieun Seo Hyewon Sung Chohong Min Ernest K. Ryu 88 0 0 14 Oct 2025
Medical Interpretability and Knowledge Maps of Large Language Models Razvan Marinescu Victoria-Elisabeth Gruber Diego Fajardo FAtt AI4MH 178 0 0 13 Oct 2025
Contrastive Dimension Reduction: A Systematic Review Sam Hawke Eric Zhang Jiawen Chen Didong Li 128 1 0 13 Oct 2025
Mixup Helps Understanding Multimodal Video Better Xiaoyu Ma Ding Ding Hao Chen 72 0 0 13 Oct 2025
Evolution of wartime discourse on Telegram: A comparative study of Ukrainian and Russian policymakers' communication before and after Russia's full-scale invasion of Ukraine Mykola Makhortykh Aytalina Kulichkina Kateryna Maikovska 56 0 0 11 Oct 2025
A Generic Machine Learning Framework for Radio Frequency Fingerprinting Alex Hiles Bashar I. Ahmad 88 0 0 10 Oct 2025
Adaptive Decoding via Hierarchical Neural Information Gradients in Mouse Visual Tasks Jingyi Feng Xiang Feng AI4CE 48 0 0 10 Oct 2025
MSDM: Generating Task-Specific Pathology Images with a Multimodal Conditioned Diffusion Model for Cell and Nuclei Segmentation Dominik Winter Mai Bui Monica Azqueta Gavaldon Nicolas Triltsch Marco Rosati N. Brieu MedIm 119 0 0 10 Oct 2025
A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG Emilio Estevan María Sierra-Torralba Eduardo López-Larraz Luis Montesano 102 0 0 09 Oct 2025