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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
Now You See It, Now You Dont: Adversarial Vulnerabilities in Computational Pathology Alex Foote Amina Asif A. Azam Tim Marshall-Cox Nasir M. Rajpoot F. Minhas AAML MedIm 69 12 0 14 Jun 2021
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Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning Liangqiong Qu Yuyin Zhou Paul Pu Liang Yingda Xia Feifei Wang Ehsan Adeli L. Fei-Fei D. Rubin FedML AI4CE 114 186 0 10 Jun 2021
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Separating Boundary Points via Structural Regularization for Very Compact Clusters Xin Ma Won Hwa Kim 19 0 0 09 Jun 2021
Inverse design of two-dimensional materials with invertible neural networks Victor Fung Jiaxin Zhang Guoxiang Hu P. Ganesh B. Sumpter 71 42 0 06 Jun 2021
A Subspace-based Approach for Dimensionality Reduction and Important Variable Selection Didi Bo Hoon Hwangbo Vinit Sharma C. Arndt S. TerMaath 114 3 0 03 Jun 2021
Personalizing Pre-trained Models Mina Khan P. Srivatsa Advait Rane Shriram Chenniappa A. Hazariwala Pattie Maes VLM 91 5 0 02 Jun 2021
Matrix factorisation and the interpretation of geodesic distance N. Whiteley Annie Gray Patrick Rubin-Delanchy 87 10 0 02 Jun 2021
Visualizing Representations of Adversarially Perturbed Inputs D. Steinberg P. Munro 16 1 0 28 May 2021
Video-rate multispectral imaging in laparoscopic surgery: First-in-human application Leonardo Ayala Sebastian J. Wirkert A. Vemuri T. Adler Silvia Seidlitz Sebastian Pirmann C. Engels D. Teber Lena Maier-Hein 64 25 0 28 May 2021
Local Latent Representation based on Geometric Convolution for Particle Data Feature Exploration Haoyu Li Han-Wei Shen 3DPC 59 3 0 27 May 2021
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data Eloise Withnell Xiaoyu Zhang Kai Sun Yike Guo 78 67 0 26 May 2021
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DumbleDR: Predicting User Preferences of Dimensionality Reduction Projection Quality C. Morariu Adrien Bibal René Cutura Benoit Frénay Michael Sedlmair 19 2 0 19 May 2021
Fixed $β$ -VAE Encoding for Curious Exploration in Complex 3D Environments A. Lehuger Matthew Crosby DRL 30 2 0 18 May 2021
Divided We Rule: Influencer Polarization on Twitter During Political Crises in India Saloni Dash Dibyendu Mishra Gazal Shekhawat J. Pal 34 26 0 18 May 2021
Global Wheat Head Dataset 2021: more diversity to improve the benchmarking of wheat head localization methods Etienne David Mario Serouart Daniel Smith S. Madec K. Velumani ... S. Chapman B. Solan F. Baret Ian Stavness Wei Guo 70 18 0 17 May 2021
Traffic Scenario Clustering by Iterative Optimisation of Self-Supervised Networks Using a Random Forest Activation Pattern Similarity Lakshman Balasubramanian Jonas Wurst M. Botsch Ke Deng 39 9 0 17 May 2021
A Deep Metric Learning Approach to Account Linking Aleem Khan Elizabeth Fleming N. Schofield M. Bishop Nicholas Andrews 59 23 0 15 May 2021
Sparsity-Probe: Analysis tool for Deep Learning Models Ido Ben-Shaul S. Dekel 38 4 0 14 May 2021
Global Wheat Challenge 2020: Analysis of the competition design and winning models Etienne David F. Ogidi Wei Guo F. Baret Ian Stavness 44 8 0 13 May 2021
News Kaleidoscope: Visual Investigation of Coverage Diversity in News Event Reporting Aditi Mishra Shashank Ginjpalli Chris Bryan 24 3 0 09 May 2021
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Multi-Perspective LSTM for Joint Visual Representation Learning Alireza Sepas-Moghaddam F. Pereira P. Correia Ali Etemad 75 10 0 06 May 2021
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation Robert A. Marsden Alexander Bartler Mario Döbler Binh Yang SSL 67 27 0 05 May 2021
Novelty Detection and Analysis of Traffic Scenario Infrastructures in the Latent Space of a Vision Transformer-Based Triplet Autoencoder Jonas Wurst Lakshman Balasubramanian M. Botsch Wolfgang Utschick ViT 36 6 0 05 May 2021
Automatic Collection Creation and Recommendation Sanidhya Singal P. Singh Manjeet Dahiya VLM 20 2 0 03 May 2021
Estimating the electrical power output of industrial devices with end-to-end time-series classification in the presence of label noise Andrea Castellani Sebastian Schmitt Barbara Hammer NoLa 132 20 0 01 May 2021
Latent Factor Decomposition Model: Applications for Questionnaire Data Connor J. McLaughlin E. Kokkotou J. King L. Conboy Ali Yousefi 6 2 0 30 Apr 2021
Ranking the information content of distance measures Aldo Glielmo C. Zeni Bing Cheng Gábor Csányi Alessandro Laio 141 38 0 30 Apr 2021
Semi-supervised Interactive Intent Labeling Saurav Sahay Eda Okur N. Hakim L. Nachman VLM 51 8 0 27 Apr 2021
Unsupervised Deep Manifold Attributed Graph Embedding Z. Zang Siyuan Li Di Wu Jianzhu Guo Yongjie Xu Stan Z. Li DRL 38 5 0 27 Apr 2021
Bridging observation, theory and numerical simulation of the ocean using Machine Learning Maike Sonnewald Redouane Lguensat Daniel C. Jones P. Dueben J. Brajard Venkatramani Balaji AI4Cl AI4CE 98 101 0 26 Apr 2021
MLDS: A Dataset for Weight-Space Analysis of Neural Networks John Clemens 32 2 0 21 Apr 2021
TITAN: T Cell Receptor Specificity Prediction with Bimodal Attention Networks Anna Weber Jannis Born María Rodríguez Martínez 47 133 0 21 Apr 2021
Compact and Effective Representations for Sketch-based Image Retrieval Pablo Torres J. M. Saavedra 136 13 0 20 Apr 2021
Multidimensional Scaling for Gene Sequence Data with Autoencoders P. Wickramasinghe Geoffrey C. Fox 19 1 0 19 Apr 2021
Learning on a Budget via Teacher Imitation Ercüment Ilhan Jeremy Gow Diego Perez-Liebana OffRL 58 2 0 17 Apr 2021
A Review of the State-of-the-Art on Tours for Dynamic Visualization of High-dimensional Data Stuart Lee Dianne Cook Natalia da Silva U. Laa Earo Wang N. Spyrison H. S. Zhang AI4TS 11 0 0 16 Apr 2021
mlf-core: a framework for deterministic machine learning Lukas Heumos Philipp Ehmele Luis Kuhn Cuellar Kevin Menden Edmund Miller Steffen Lemke G. Gabernet S. Nahnsen AI4CE 49 3 0 15 Apr 2021
Vec2GC -- A Graph Based Clustering Method for Text Representations Rajesh N. Rao Manojit Chakraborty GNN 28 1 0 15 Apr 2021
Is Everything in Order? A Simple Way to Order Sentences Somnath Basu Roy Chowdhury Faeze Brahman Snigdha Chaturvedi 79 25 0 14 Apr 2021
Neural population geometry: An approach for understanding biological and artificial neural networks SueYeon Chung L. F. Abbott AI4CE 106 217 0 14 Apr 2021
Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Le Thanh Nguyen-Meidine M. Kiran M. Pedersoli Jose Dolz Louis-Antoine Blais-Morin Eric Granger 83 26 0 13 Apr 2021
GPU Semiring Primitives for Sparse Neighborhood Methods Corey J. Nolet Divye Gala Edward Raff Joe Eaton Brad Rees John Zedlewski Tim Oates 44 4 0 13 Apr 2021