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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"

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Title
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution Cong Xu Jun Wang Jianyong Wang Wei Zhang GNN 66 1 0 24 Sep 2023
HydraScreen: A Generalizable Structure-Based Deep Learning Approach to Drug Discovery Alvaro Prat Hisham Abdel-Aty Gintautas Kamuntavicius Tanya Paquet P. Norvaisas Piero Gasparotto Roy Tal 50 2 0 22 Sep 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 104 14 0 22 Sep 2023
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks Shuai Wang Jiayi Shen Athanasios Efthymiou Stevan Rudinac Monika Kackovic Nachoem Wijnberg Marcel Worring 68 0 0 22 Sep 2023
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation Zhongqi Yue Hanwang Zhang Qianru Sun OOD 87 18 0 22 Sep 2023
Audio Contrastive based Fine-tuning Yang Wang Qibin Liang Chenghao Xiao Yizhi Li Noura Al Moubayed Chenghua Lin 52 0 0 21 Sep 2023
ProtoExplorer: Interpretable Forensic Analysis of Deepfake Videos using Prototype Exploration and Refinement M. D. L. D. Bouter J. Pardo Z. Geradts M. Worring 68 11 0 20 Sep 2023
Embed-Search-Align: DNA Sequence Alignment using Transformer Models Pavan Holur Kenneth Enevoldsen Shreyas Rajesh L. Mboning Thalia Georgiou Louis-S. Bouchard Matteo Pellegrini V. Roychowdhury 68 0 0 20 Sep 2023
The Topology and Geometry of Neural Representations Baihan Lin N. Kriegeskorte 81 7 0 20 Sep 2023
Semantic Text Compression for Classification Emrecan Kutay Aylin Yener 41 7 0 19 Sep 2023
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers N. Solovyev Ryan Barron Manish Bhattarai M. Eren Kim Ø. Rasmussen Boian S. Alexandrov 78 2 0 19 Sep 2023
A Hierarchical Neural Framework for Classification and its Explanation in Large Unstructured Legal Documents Nishchal Prasad M. Boughanem Taoufik Dkaki ELM AILaw 88 0 0 19 Sep 2023
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models Hyung-Kwon Ko Hyeon Jeon Gwanmo Park Dae Hyun Kim Nam Wook Kim Juho Kim Jinwook Seo 74 23 0 19 Sep 2023
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees Alexia Jolicoeur-Martineau Kilian Fatras Tal Kachman 107 41 0 18 Sep 2023
UNICON: A unified framework for behavior-based consumer segmentation in e-commerce Manuel Dibak Vladimir Vlasov Nour Karessli Darya Dedik E. Malykh Jacek Wasilewski T. Torres Ana Peleteiro Ramallo AI4TS 53 1 0 18 Sep 2023
Traffic Scene Similarity: a Graph-based Contrastive Learning Approach Maximilian Zipfl Moritz Jarosch J. Marius Zöllner 76 3 0 18 Sep 2023
Supervised Stochastic Neighbor Embedding Using Contrastive Learning Yi Zhang SSL 47 0 0 15 Sep 2023
Anchor Points: Benchmarking Models with Much Fewer Examples Rajan Vivek Kawin Ethayarajh Diyi Yang Douwe Kiela ALM 116 28 0 14 Sep 2023
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac DD 45 3 0 14 Sep 2023
Traveling Words: A Geometric Interpretation of Transformers Raul Molina 38 4 0 13 Sep 2023
Calibration in Machine Learning Uncertainty Quantification: beyond consistency to target adaptivity Pascal Pernot 78 11 0 12 Sep 2023
Data efficiency, dimensionality reduction, and the generalized symmetric information bottleneck K. M. Martini I. Nemenman 81 2 0 11 Sep 2023
Cross-domain Sound Recognition for Efficient Underwater Data Analysis Jeongsoo Park Dong-Gyun Han H. La Sangmin Lee Yoonchang Han Eun-Jin Yang 22 0 0 07 Sep 2023
Dynamic Hyperbolic Attention Network for Fine Hand-object Reconstruction Zhiying Leng Shun-cheng Wu Mahdi Saleh Antonio Montanaro Hao Yu Yin Wang Nassir Navab Xiaohui Liang Federico Tombari 3DH 70 9 0 06 Sep 2023
GroupEnc: encoder with group loss for global structure preservation David Novak S. V. Gassen Yvan Saeys DRL 27 1 0 06 Sep 2023
Graph-Based Automatic Feature Selection for Multi-Class Classification via Mean Simplified Silhouette David Levin Gonen Singer 86 2 0 05 Sep 2023
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection Jian Song Hongruixuan Chen Naoto Yokoya 77 16 0 05 Sep 2023
SEPAL: Spatial Gene Expression Prediction from Local Graphs Gabriel Mejía Paula Cárdenas Daniela Ruiz Angela Castillo Pablo Arbelaez 65 12 0 02 Sep 2023
MPTopic: Improving topic modeling via Masked Permuted pre-training Xinche Zhang E. Milios 28 1 0 02 Sep 2023
Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm Jiatong Li Qi Liu Fei-Yue Wang Jia-Yin Liu Zhenya Huang Fangzhou Yao Linbo Zhu Yu Su AI4Ed 67 9 0 01 Sep 2023
Learning to Taste: A Multimodal Wine Dataset Thoranna Bender Simon Moe Sorensen A. Kashani K. E. Hjorleifsson Grethe Hyldig Søren Hauberg Serge Belongie Frederik Warburg CoGe 109 4 0 31 Aug 2023
Unsupervised discovery of Interpretable Visual Concepts Caroline Mazini Rodrigues Nicolas Boutry Laurent Najman FAtt 58 2 0 31 Aug 2023
Balancing between the Local and Global Structures (LGS) in Graph Embedding Jacob Miller Vahan Huroyan Stephen Kobourov 95 4 0 31 Aug 2023
Metrics-Based Evaluation and Comparison of Visualization Notations Nicolas Kruchten A. Mcnutt Michael J. McGuffin 50 3 0 30 Aug 2023
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising Michelle S. Lam Ayush Pandit Colin H. Kalicki Rachit Gupta Poonam Sahoo Danaë Metaxa MLAU 51 28 0 30 Aug 2023
Drug Interaction Vectors Neural Network: DrIVeNN Na Wang C. Taylor 21 0 0 26 Aug 2023
Discovering Mental Health Research Topics with Topic Modeling Xin Gao Cem Sazara AI4MH 58 2 0 25 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation Purnima Kamath Chitralekha Gupta L. Wyse Suranga Nanayakkara 48 4 0 23 Aug 2023
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator Chuyi Kong Yaxin Fan Xiang Wan Feng Jiang Benyou Wang 90 11 0 21 Aug 2023
Deep Metric Loss for Multimodal Learning Sehwan Moon Hyun-Yong Lee 60 0 0 21 Aug 2023
How Good Are LLMs at Out-of-Distribution Detection? Bo Liu Li-Ming Zhan Zexin Lu Yu Feng Lei Xue Xiao-Ming Wu OODD 75 9 0 20 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 91 2 0 20 Aug 2023
Controllable Multi-domain Semantic Artwork Synthesis Yuan Huang S. Iizuka E. Simo-Serra Kazuhiro Fukui 59 2 0 19 Aug 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning Miguel Sarabia Elena Menyaylenko Alessandro Toso Skyler Seto Zakaria Aldeneh Shadi Pirhosseinloo Luca Zappella B. Theobald N. Apostoloff Jonathan Sheaffer 73 7 0 18 Aug 2023
Surprise machines: revealing Harvard Art Museums' image collection D. Rodighiero Lins Derry Douglas Duhaime Jordan Kruguer Maximilian Mueller Christopher Pietsch J. Schnapp Jeff Steward 42 6 0 18 Aug 2023
The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation Giacomo Zara Alessandro Conti Subhankar Roy Stéphane Lathuilière Paolo Rota Elisa Ricci 84 11 0 17 Aug 2023
BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis J. Trelles A. Wentzel William Berrios G. Marai VLM 50 1 0 15 Aug 2023
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching Minsuk Kim Byungchul Kim Junyeong Yong Jeongwoo Park Gyeongmin Kim 26 0 0 14 Aug 2023
Robust Infidelity: When Faithfulness Measures on Masked Language Models Are Misleading Evan Crothers H. Viktor Nathalie Japkowicz AAML 68 1 0 13 Aug 2023
ADRMX: Additive Disentanglement of Domain Features with Remix Loss Berker Demirel E. Aptoula Huseyin Ozkan 34 1 0 12 Aug 2023