UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

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Title
Model alignment using inter-modal bridges Ali Gholamzadeh Noor Sajid 2 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 9 0 0 17 May 2025
Understanding molecular ratios in the carbon and oxygen poor outer Milky Way with interpretable machine learning Gijs Vermariën Serena Viti Johannes Heyl Francesco Fontani 21 0 0 13 May 2025
Bridging Large Language Models and Single-Cell Transcriptomics in Dissecting Selective Motor Neuron Vulnerability Douglas Jiang Zilin Dai Luxuan Zhang Qiyi Yu Haoqi Sun Feng Tian 18 0 0 12 May 2025
Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction Jian Song Hongruixuan Chen Naoto Yokoya 31 0 0 11 May 2025
Mice to Machines: Neural Representations from Visual Cortex for Domain Generalization Ahmed Qazi Hamd Jalil Asim Iqbal OOD 33 0 0 11 May 2025
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies Massimiliano Pronesti Joao Bettencourt-Silva Paul Flanagan Alessandra Pascale Oisin Redmond Anya Belz Yufang Hou 38 0 0 09 May 2025
IIKL: Isometric Immersion Kernel Learning with Riemannian Manifold for Geometric Preservation Zihao Chen Wenyong Wang Jiachen Yang Yu Xiang 34 0 0 07 May 2025
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization Md Rahat-uz- Zaman Bei Wang Paul Rosen 21 0 0 06 May 2025
A Chaos Driven Metric for Backdoor Attack Detection Hema Karnam Surendrababu Nithin Nagaraj AAML 41 0 0 06 May 2025
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction Rudy Morel Jiequn Han Edouard Oyallon AI4CE 56 0 0 28 Apr 2025
Neural network task specialization via domain constraining Roman Malashin Daniil Ilyukhin 49 0 0 28 Apr 2025
Exploring the Potential of Latent Embeddings for Sea Ice Characterization using ICESat-2 Data Daehyeon Han Morteza Karimzadeh 29 0 0 25 Apr 2025
Interpretable non-linear dimensionality reduction using gaussian weighted linear transformation Erik Bergh 32 0 0 24 Apr 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss D. Pitawela Gustavo Carneiro Hsiang-Ting Chen 53 0 0 22 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 156 0 0 19 Apr 2025
Benchmarking Multi-National Value Alignment for Large Language Models Chengyi Ju Weijie Shi Chengzhong Liu Yalan Qin Jipeng Zhang ... Jia Zhu Jiajie Xu Yaodong Yang Sirui Han Yike Guo 170 0 0 17 Apr 2025
Spatial Audio Processing with Large Language Model on Wearable Devices Ayushi Mishra Yang Bai Priyadarshan Narayanasamy Nakul Garg Nirupam Roy 30 0 0 11 Apr 2025
A Scalable Approach to Clustering Embedding Projections Donghao Ren Fred Hohman Dominik Moritz 22 1 0 09 Apr 2025
Clustering and novel class recognition: evaluating bioacoustic deep learning feature extractors Vincent S. Kather Burooj Ghani Dan Stowell 31 0 0 09 Apr 2025
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions Shengrui XU Tianchi Lu Zikun Wang Jixiu Zhai 32 0 0 03 Apr 2025
Node Embeddings via Neighbor Embeddings Jan Niklas Böhm Marius Keute Alica Guzmán Sebastian Damrich Andrew Draganov D. Kobak GNN 59 0 0 31 Mar 2025
Multimodal machine learning with large language embedding model for polymer property prediction Tianren Zhang Dai-Bei Yang 46 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 58 0 0 28 Mar 2025
AdaWorld: Learning Adaptable World Models with Latent Actions Shenyuan Gao Siyuan Zhou Yilun Du Jun Zhang Chuang Gan VGen 62 4 0 24 Mar 2025
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 45 0 0 23 Mar 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding Thomas Dagès Simon Weber Y. Lin Ronen Talmon Daniel Cremers M. Lindenbaum A. Bruckstein Ron Kimmel 39 0 0 23 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 54 0 0 19 Mar 2025
Entente: Cross-silo Intrusion Detection on Network Log Graphs with Federated Learning Jiacen Xu Chenang Li Yu Zheng Zhou Li FedML AAML 68 0 0 18 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 50 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 48 0 0 17 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 62 0 0 14 Mar 2025
The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction Mohammad Tariqul Islam Jason W. Fleischer 190 0 0 12 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 67 1 0 12 Mar 2025
Creating Sorted Grid Layouts with Gradient-based Optimization Kai Uwe Barthel Florian Barthel Peter Eisert Nico Hezel Konstantin Schall 67 1 0 04 Mar 2025
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows Jonathan Geuter Clément Bonet Anna Korba David Alvarez-Melis 61 0 0 03 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 39 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 66 0 0 27 Feb 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang Xianrui Li Steve Yang Li Zhou Feng Jiang Yiming Li 47 0 0 26 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 52 0 0 25 Feb 2025
Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews Mengqiao Liu Tevin Wang Cassandra A. Cohen Sarah Li Chenyan Xiong LRM 74 0 0 24 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 66 12 0 24 Feb 2025
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks Thomas Schmied Thomas Adler Vihang Patil M. Beck Korbinian Poppel Johannes Brandstetter G. Klambauer Razvan Pascanu Sepp Hochreiter 75 5 0 21 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 113 3 0 18 Feb 2025
Learning a Diffusion Model Policy from Rewards via Q-Score Matching Michael Psenka Alejandro Escontrela Pieter Abbeel Yi Ma DiffM 93 24 0 17 Feb 2025
HiPoNet: A Topology-Preserving Multi-View Neural Network For High Dimensional Point Cloud and Single-Cell Data Siddharth Viswanath Hiren Madhu Dhananjay Bhaskar Jake Kovalic Dave Johnson Rex Ying Christopher J. Tape Ian M. Adelstein Michael Perlmutter Smita Krishnaswamy 3DPC 90 1 0 11 Feb 2025
Towards Internet-Scale Training For Agents Brandon Trabucco Gunnar A. Sigurdsson Robinson Piramuthu Ruslan Salakhutdinov ALM 106 2 0 10 Feb 2025
Exploring Visual Embedding Spaces Induced by Vision Transformers for Online Auto Parts Marketplaces Cameron Armijo Pablo Rivas 44 0 0 09 Feb 2025
Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning Wei Wu Can Liao Zizhen Deng Zhengrui Guo Jinzhuo Wang 41 0 0 06 Feb 2025
Out-of-Distribution Detection using Synthetic Data Generation Momin Abbas Muneeza Azmat R. Horesh Mikhail Yurochkin 47 1 0 05 Feb 2025