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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
Lateral Movement Detection Using User Behavioral Analysis Deepak Kushwaha Dhruv Nandakumar Akshay Kakkar Sanvi Gupta K. Choi ... Sabthagiri Saravanan Chandramohan Edward Bowen M. Weeks Aaron Shaha Joe Nehila AAML 31 1 0 29 Aug 2022
SemanticAxis: Exploring Multi-attribute Data by Semantics Construction and Ranking Analysis Zeyu Li Changhong Zhang Yi Zhang Jiawan Zhang 43 2 0 29 Aug 2022
Sustaining Fairness via Incremental Learning Somnath Basu Roy Chowdhury Snigdha Chaturvedi FaML CLL 82 4 0 25 Aug 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 325 489 0 23 Aug 2022
IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification T. Vuong Q. Vu Mostafa Jahanifar S. Graham J. T. Kwak Nasir M. Rajpoot OOD 58 15 0 23 Aug 2022
Transductive Decoupled Variational Inference for Few-Shot Classification Ashutosh Kumar Singh Hadi Jamali Rad BDL VLM 112 17 0 22 Aug 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 74 6 0 22 Aug 2022
Is Medieval Distant Viewing Possible? : Extending and Enriching Annotation of Legacy Image Collections using Visual Analytics C. Meinecke Estelle Guéville D. Wrisley Stefan Jänicke 64 4 0 20 Aug 2022
SPOT: Knowledge-Enhanced Language Representations for Information Extraction Jiacheng Li Yannis Katsis Tyler Baldwin Ho-Cheol Kim Andrew Bartko Julian McAuley Chun-Nan Hsu 80 17 0 20 Aug 2022
Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms V. Joshi S. Tatinati Yubo Wang 41 1 0 20 Aug 2022
Searching for Structure in Unfalsifiable Claims Peter Ebert Christensen Frederik Warburg Menglin Jia Serge Belongie HAI 39 4 0 19 Aug 2022
IAN: Iterated Adaptive Neighborhoods for manifold learning and dimensionality estimation Luciano Dyballa Steven W. Zucker 74 10 0 19 Aug 2022
MonaCoBERT: Monotonic attention based ConvBERT for Knowledge Tracing Unggi Lee Yonghyun Park Yujin Kim S. Choi Hyeoncheol Kim 64 7 0 19 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 58 9 0 17 Aug 2022
May the force be with you Yulan Zhang Anna C. Gilbert Stefan Steinerberger 30 0 0 13 Aug 2022
Collective Obfuscation and Crowdsourcing Benjamin Laufer Niko A. Grupen 18 1 0 12 Aug 2022
A biology-driven deep generative model for cell-type annotation in cytometry Quentin Blampey N. Bercovici C. Dutertre I. Pic F. André J. M. Ribeiro P. Cournède 62 3 0 11 Aug 2022
Neural Embedding: Learning the Embedding of the Manifold of Physics Data Sang Eon Park Philip C. Harris B. Ostdiek PINN DRL AI4CE 102 17 0 10 Aug 2022
PatchDropout: Economizing Vision Transformers Using Patch Dropout Yue Liu Christos Matsoukas Fredrik Strand Hossein Azizpour Kevin Smith 64 24 0 10 Aug 2022
Using Sentence Embeddings and Semantic Similarity for Seeking Consensus when Assessing Trustworthy AI Dennis Vetter Jesmin Jahan Tithi Magnus Westerlund R. Zicari Gemma Roig 42 4 0 09 Aug 2022
Clustering Optimisation Method for Highly Connected Biological Data Richard Tjornhammar 15 1 0 08 Aug 2022
Mining Reaction and Diffusion Dynamics in Social Activities Taichi Murayama Yasuko Matsubara Yasushi Sakurai 50 1 0 07 Aug 2022
Maintaining Performance with Less Data Dominic Sanderson Tatiana Kalgonova 68 1 0 03 Aug 2022
DeepProphet2 -- A Deep Learning Gene Recommendation Engine Daniel Brambilla Davide Giacomini Luca Muscarnera Andrea Mazzoleni 67 1 0 03 Aug 2022
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling Marília Costa Rosendo Silva Felipe Siqueira João Pedro M. Tarrega João Vitor P. Beinotti Augusto Sousa Nunes M. Gardini Vinicius Silva Nádia Félix Felipe da Silva A. C. P. L. F. D. Carvalho 48 2 0 02 Aug 2022
Unsupervised machine learning framework for discriminating major variants of concern during COVID-19 M. Kang Chaarvi Bansal S. Vasan Tom Blau Vinti Agarwal Pranjal Singh Laurence O. W. Wilson Rohitash Chandra 65 6 0 01 Aug 2022
RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration Qiangqiang Liu Yukun Ren Zhihua Zhu Dai Li Xiaojuan Ma Quan Li 46 7 0 01 Aug 2022
Beyond kNN: Adaptive, Sparse Neighborhood Graphs via Optimal Transport Tetsuya Matsumoto Stephen X. Zhang Geoffrey Schiebinger 62 5 0 01 Aug 2022
Bayesian nonparametric mixture inconsistency for the number of components: How worried should we be in practice? Yannis Chaumeny Johan Van der Molen Moris A. Davison Paul D. W. Kirk 93 3 0 29 Jul 2022
Reweighted Manifold Learning of Collective Variables from Enhanced Sampling Simulations J. Rydzewski Ming Chen Tushar K. Ghosh O. Valsson 42 16 0 29 Jul 2022
Language Models Can Teach Themselves to Program Better Patrick M. Haluptzok Matthew Bowers Adam Tauman Kalai ReLM SyDa LRM 130 82 0 29 Jul 2022
Topological structure of complex predictions Meng Liu T. Dey D. Gleich 62 4 0 28 Jul 2022
A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection using Compounded Corruptions R. Hebbalaguppe Soumya Suvra Goshal Jatin Prakash H. Khadilkar Chetan Arora OODD 69 5 0 28 Jul 2022
Deep Clustering with Features from Self-Supervised Pretraining Xingzhi Zhou N. Zhang ViT 3DPC SSL 48 11 0 27 Jul 2022
A Riemannian Stochastic Representation for Quantifying Model Uncertainties in Molecular Dynamics Simulations Hao Zhang J. Guilleminot 26 6 0 26 Jul 2022
Orthogonalization of data via Gromov-Wasserstein type feedback for clustering and visualization M. Ryner Johan Karlsson DiffM 44 0 0 25 Jul 2022
Laplacian-based Cluster-Contractive t-SNE for High Dimensional Data Visualization Yan Sun Yi Han Jicong Fan 59 8 0 25 Jul 2022
TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring Nandita Bhaskhar D. Rubin Christopher Lee-Messer 30 5 0 22 Jul 2022
Modeling User Behavior With Interaction Networks for Spam Detection Prabhat Agarwal Manish Srivastava Vishwakarma Singh Charles R. Rosenberg GNN 49 11 0 21 Jul 2022
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior Jennifer J. Sun Markus Marks Andrew Ulmer Dipam Chakraborty Brian Geuther ... Joseph Parker Pietro Perona Yisong Yue K. Branson Ann Kennedy 40 9 0 21 Jul 2022
LocVTP: Video-Text Pre-training for Temporal Localization Meng Cao Tianyu Yang Junwu Weng Can Zhang Jue Wang Yuexian Zou 90 65 0 21 Jul 2022
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval Daiki Takeuchi Yasunori Ohishi Daisuke Niizumi Noboru Harada K. Kashino 122 2 0 20 Jul 2022
Expert-LaSTS: Expert-Knowledge Guided Latent Space for Traffic Scenarios Jonas Wurst Lakshman Balasubramanian M. Botsch Wolfgang Utschick 49 7 0 19 Jul 2022
Representation Learning of Image Schema Fajrian Yunus Chloé Clavel Catherine Pelachaud OCL 76 0 0 17 Jul 2022
Natural language processing for clusterization of genes according to their functions Vladislav Dordiuk E. Demicheva Fernando Polanco Espino K. Ushenin 27 1 0 17 Jul 2022
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas Zizheng Huang Haoxing Chen Ziqi Wen Chao Zhang Huaxiong Li Bojuan Wang Chunlin Chen 62 11 0 16 Jul 2022
On the Selection of Tuning Parameters for Patch-Stitching Embedding Methods E. Arias-Castro Phong Alain Chau 51 0 0 14 Jul 2022
Contrastive Adapters for Foundation Model Group Robustness Michael Zhang Christopher Ré VLM 54 64 0 14 Jul 2022
Gradual Domain Adaptation without Indexed Intermediate Domains Hong-You Chen Wei-Lun Chao CLL 122 40 0 11 Jul 2022
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications Mirac Suzgun Luke Melas-Kyriazi Suproteem K. Sarkar S. Kominers Stuart M. Shieber 117 29 0 08 Jul 2022