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 / 2,085 papers shown

Title
Exploring The Visual Feature Space for Multimodal Neural Decoding Weihao Xia Cengiz Öztireli 75 0 0 21 May 2025
Refining Neural Activation Patterns for Layer-Level Concept Discovery in Neural Network-Based Receivers Marko Tuononen Duy Vu Dani Korpi Vesa Starck Ville Hautamäki 159 0 0 21 May 2025
Explaining Neural Networks with Reasons Levin Hornischer Hannes Leitgeb FAtt AAML MILM 103 0 0 20 May 2025
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings Yilin Ye Junchao Huang Xingchen Zeng Jiazhi Xia Wei Zeng 149 0 0 20 May 2025
Language Models Optimized to Fool Detectors Still Have a Distinct Style (And How to Change It) Rafael Rivera Soto Barry Chen Nicholas Andrews 52 0 0 20 May 2025
LOBSTUR: A Local Bootstrap Framework for Tuning Unsupervised Representations in Graph Neural Networks So Won Jeong Claire Donnat 38 0 0 20 May 2025
HR-VILAGE-3K3M: A Human Respiratory Viral Immunization Longitudinal Gene Expression Dataset for Systems Immunity Xuejun Sun Yiran Song Xiaochen Zhou Ruilie Cai Yu Zhang ... James S. Hagood Raymond J. Pickles Didong Li Fei Zou Xiaojing Zheng 21 0 0 19 May 2025
CacheFlow: Fast Human Motion Prediction by Cached Normalizing Flow Takahiro Maeda Jinkun Cao Norimichi Ukita Kris Kitani 3DH 72 0 0 19 May 2025
topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation Márton Kardos Kenneth Enevoldsen Kristoffer Nielbo 215 1 0 19 May 2025
FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals Nisal Ranasinghe Dzung Do-Ha Simon Maksour T. Malepathirana Sachith Seneviratne Lezanne Ooi Saman K. Halgamuge 22 0 0 18 May 2025
Model alignment using inter-modal bridges Ali Gholamzadeh Noor Sajid 229 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 89 0 0 17 May 2025
K*-Means: A Parameter-free Clustering Algorithm Louis Mahon Mirella Lapata 70 0 0 17 May 2025
Supervised Models Can Generalize Also When Trained on Random Labels Oskar Allerbo Thomas B. Schön OOD SSL 116 0 0 16 May 2025
Self-supervised perception for tactile skin covered dexterous hands Akash Sharma Carolina Higuera Chaithanya Krishna Bodduluri Ziqiang Liu Taosha Fan ... Byron Boots Michael Kaess Tingfan Wu Francois Robert Hogan Mustafa Mukadam SSL 84 2 0 16 May 2025
The Evolving Landscape of Generative Large Language Models and Traditional Natural Language Processing in Medicine Rui Yang Haoyang Li Matthew Yu Heng Wong Y. Ke Xin Li ... Irene Li Douglas Teodoro Chuan Hong Daniel Ting Nan Liu LM&MA MedIm 57 0 0 15 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 35 0 0 13 May 2025
A new methodology to decompose a parametric domain using reduced order data manifold in machine learning Chetra Mang Axel TahmasebiMoradi Mouadh Yagoubi 18 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 25 0 0 12 May 2025
Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction Jian Song Hongruixuan Chen Naoto Yokoya 60 0 0 11 May 2025
Mice to Machines: Neural Representations from Visual Cortex for Domain Generalization Ahmed Qazi Hamd Jalil Asim Iqbal OOD 146 0 0 11 May 2025
Human in the Latent Loop (HILL): Interactively Guiding Model Training Through Human Intuition Daniel Geissler Lars Krupp Vishal Banwari David Habusch Bo Zhou Paul Lukowicz Jakob Karolus 100 0 0 09 May 2025
The Spotlight Resonance Method: Resolving the Alignment of Embedded Activations George Bird 76 0 0 09 May 2025
Does CLIP perceive art the same way we do? Andrea Asperti Leonardo Dessì Maria Chiara Tonetti Nico Wu 66 0 0 08 May 2025
IIKL: Isometric Immersion Kernel Learning with Riemannian Manifold for Geometric Preservation Zihao Chen Wenyong Wang Jiachen Yang Yu Xiang 73 0 0 07 May 2025
VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis Xinyuan Yan Xiwei Xuan Jorge Henrique Piazentin Ono Jiajing Guo V. Mohanty Shekar Arvind Kumar Liang Gou Bei Wang Liu Ren 94 1 0 06 May 2025
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization Md Rahat-uz- Zaman Bei Wang Paul Rosen 52 0 0 06 May 2025
A Chaos Driven Metric for Backdoor Attack Detection Hema Karnam Surendrababu Nithin Nagaraj AAML 68 0 0 06 May 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs Elisa Forcada Rodríguez Olatz Perez-de-Viñaspre Jon Ander Campos Dietrich Klakow Vagrant Gautam 114 0 0 05 May 2025
FAST-Q: Fast-track Exploration with Adversarially Balanced State Representations for Counterfactual Action Estimation in Offline Reinforcement Learning Pulkit Agrawal Rukma Talwadker Aditya Pareek Tridib Mukherjee OffRL 91 0 0 30 Apr 2025
Explanations Go Linear: Interpretable and Individual Latent Encoding for Post-hoc Explainability Simone Piaggesi Riccardo Guidotti F. Giannotti D. Pedreschi FAtt LRM 447 0 0 29 Apr 2025
Neural network task specialization via domain constraining Roman Malashin Daniil Ilyukhin 82 0 0 28 Apr 2025
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction Rudy Morel Jiequn Han Edouard Oyallon AI4CE 94 1 0 28 Apr 2025
Exploring the Potential of Latent Embeddings for Sea Ice Characterization using ICESat-2 Data Daehyeon Han Morteza Karimzadeh 38 0 0 25 Apr 2025
Interpretable non-linear dimensionality reduction using gaussian weighted linear transformation Erik Bergh 66 0 0 24 Apr 2025
Signal Recovery from Random Dot-Product Graphs Under Local Differential Privacy Siddharth Vishwanath Jonathan Hehir 127 0 0 24 Apr 2025
MPAD: A New Dimension-Reduction Method for Preserving Nearest Neighbors in High-Dimensional Vector Search Jiuzhou Fu Dongfang Zhao 36 0 0 23 Apr 2025
Mining Software Repositories for Expert Recommendation Chad Marshall Andrew Barovic Armin Moin 29 0 0 23 Apr 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss D. Pitawela Gustavo Carneiro Hsiang-Ting Chen 88 0 0 22 Apr 2025
"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts Huzheng Yang Katherine Xu Michael D. Grossberg Yutong Bai Jianbo Shi 78 0 0 21 Apr 2025
Fully Bayesian Approaches to Topics over Time Julián Cendrero Julio Gonzalo Ivar Zapata OOD AI4TS 74 0 0 21 Apr 2025
Learning over von Mises-Fisher Distributions via a Wasserstein-like Geometry Kisung You Dennis L. Shung Mauro Giuffré 46 0 0 19 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 426 0 0 19 Apr 2025
Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity Maria-Teresa De Rosa Palmini Eva Cetinic 62 0 0 19 Apr 2025
SCRAG: Social Computing-Based Retrieval Augmented Generation for Community Response Forecasting in Social Media Environments Dachun Sun You Lyu Jinning Li Yizhuo Chen Tianshi Wang Tomoyoshi Kimura Tarek Abdelzaher 68 0 0 18 Apr 2025
Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs Younghun Lee Dan Goldwasser LLMAG 445 0 0 17 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 472 2 0 17 Apr 2025
Accurate Tracking of Arabidopsis Root Cortex Cell Nuclei in 3D Time-Lapse Microscopy Images Based on Genetic Algorithm Yu Song Tatsuaki Goh Yinhao Li Jiahua Dong Shunsuke Miyashima Yutaro Iwamoto Yohei Kondo Keiji Nakajima Yen-Wei Chen 90 0 0 17 Apr 2025
Enhancing Out-of-Distribution Detection with Extended Logit Normalization Yifan Ding Xixi Liu Jonas Unger Gabriel Eilertsen OODD 76 0 0 15 Apr 2025
InfoClus: Informative Clustering of High-dimensional Data Embeddings Fuyin Lai Edith Heiter Guillaume Bied Jefrey Lijffijt 60 0 0 15 Apr 2025