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 / 2,413 papers shown

Title
Recurrent Quantum Neural Networks Johannes Bausch 194 191 0 25 Jun 2020
Time-varying Graph Representation Learning via Higher-Order Skip-Gram with Negative Sampling Simone Piaggesi Andre' Panisson 149 4 0 25 Jun 2020
Extracting the main trend in a dataset: the Sequencer algorithmAstrophysical Journal (ApJ), 2020 D. Baron B. Ménard 57 16 0 24 Jun 2020
Large image datasets: A pyrrhic win for computer vision?IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Vinay Uday Prabhu Abeba Birhane 300 402 0 24 Jun 2020
Likelihood-Free Gaussian Process for Regression Yuta Shikuri 169 0 0 24 Jun 2020
Self-supervised edge features for improved Graph Neural Network training Arijit Sehanobish N. Ravindra David van Dijk SSL 143 6 0 23 Jun 2020
Rescaling Egocentric VisionInternational Journal of Computer Vision (IJCV), 2020 Dima Damen Hazel Doughty G. Farinella Antonino Furnari Evangelos Kazakos ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 418 572 0 23 Jun 2020
Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020 Arijit Sehanobish N. Ravindra David van Dijk SSL 130 18 0 23 Jun 2020
Projective Latent Interventions for Understanding and Fine-tuning Classifiers A. Hinterreiter M. Streit Bernhard Kainz BDL 136 5 0 23 Jun 2020
Counterfactual Explanations of Concept Drift Fabian Hinder Barbara Hammer 123 8 0 23 Jun 2020
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification Jingtian Peng Chang Xiao Yifan Li 467 52 0 22 Jun 2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 206 813 0 22 Jun 2020
Isometric Gaussian Process Latent Variable Model for Dissimilarity Data Martin Jørgensen Søren Hauberg 261 7 0 21 Jun 2020
Learning aligned embeddings for semi-supervised word translation using Maximum Mean Discrepancy Antonio H. O. Fonseca David van Dijk 71 0 0 20 Jun 2020
Quantile-Quantile Embedding for Distribution Transformation and Manifold Embedding with Ability to Choose the Embedding Distribution Benyamin Ghojogh Fakhri Karray Mark Crowley 184 2 0 19 Jun 2020
An Investigation of the Weight Space to Monitor the Training Progress of Neural Networks Konstantin Schurholt Damian Borth 346 3 0 18 Jun 2020
MMCGAN: Generative Adversarial Network with Explicit Manifold Prior Guanhua Zheng Jitao Sang Changsheng Xu GAN 173 1 0 18 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 122 8 0 17 Jun 2020
Isometric Autoencoders Amos Gropp Matan Atzmon Y. Lipman DRL 223 20 0 16 Jun 2020
Supervised Visualization for Data Exploration Jake S. Rhodes Adele Cutler Guy Wolf Kevin R. Moon 98 1 0 15 Jun 2020
Markov-Lipschitz Deep Learning Stan Z. Li Zelin Zhang Lirong Wu 171 17 0 15 Jun 2020
CPR: Classifier-Projection Regularization for Continual LearningInternational Conference on Learning Representations (ICLR), 2020 Sungmin Cha Hsiang Hsu Taebaek Hwang Flavio du Pin Calmon Taesup Moon CLL 247 89 0 12 Jun 2020
Interpretable Visualizations with Differentiating Embedding Networks Isaac Robinson DRL 84 3 0 11 Jun 2020
PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing Jon Saad-Falcon Omar Shaikh Zijie J. Wang Austin P. Wright S. Richardson Duen Horng Chau 95 3 0 10 Jun 2020
Manifold structure in graph embeddings Patrick Rubin-Delanchy 264 26 0 09 Jun 2020
Evaluation of Similarity-based Explanations Kazuaki Hanawa Sho Yokoi Satoshi Hara Kentaro Inui XAI 123 2 0 08 Jun 2020
Improving k-Means Clustering Performance with Disentangled Internal Representations Abien Fred Agarap A. Azcarraga DRL 137 11 0 05 Jun 2020
Persona2vec: A Flexible Multi-role Representations Learning Framework for Graphs Jisung Yoon Kai-Cheng Yang Woo-Sung Jung Yong-Yeol Ahn GNN 196 6 0 04 Jun 2020
Generalized Penalty for Circular Coordinate RepresentationFoundations of Data Science (FDS), 2020 Hengrui Luo Alice Patania Jisu Kim Mikael Vejdemo-Johansson 262 12 0 03 Jun 2020
Automated Neuron Shape Analysis from Electron Microscopy S. Seshamani L. Elabbady C. Schneider-Mizell G. Mahalingam Sven Dorkenwald ... R. Lu Jinpeng Wu N. daCosta Clay Reid F. Collman 79 5 0 29 May 2020
Machine learning methods to detect money laundering in the Bitcoin blockchain in the presence of label scarcityInternational Conference on AI in Finance (ICAIF), 2020 Joana Lorenz Maria Inês Silva David Oliveira Aparício João Tiago Ascensão P. Bizarro 146 123 0 29 May 2020
Improving Community Resiliency and Emergency Response With Artificial IntelligenceInternational Conference on Information Systems for Crisis Response and Management (ISCRAM), 2020 Ben Ortiz Laura H. Kahn Marc Bosch P. Bogden Viveca Pavon-Harr O. Savas I. Mcculloh 72 12 0 28 May 2020
Revealing consensus and dissensus between network partitionsPhysical Review X (PRX), 2020 Tiago P. Peixoto 304 47 0 28 May 2020
An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images Jonas Wurst Alberto Fernández M. Botsch Wolfgang Utschick 76 3 0 27 May 2020
$PaccMann$^{RL}$ on SARS-CoV-2: Designing antiviral candidates with conditional generative models$ PaccMann $^{RL}$ on SARS-CoV-2: Designing antiviral candidates with conditional generative models Jannis Born Matteo Manica Joris Cadow Greta Markert N. Mill Modestas Filipavicius María Rodríguez Martínez 203 4 0 27 May 2020
Triplet-Based Wireless Channel Charting: Architecture and ExperimentsIEEE Journal on Selected Areas in Communications (JSAC), 2020 Paul Ferrand Alexis Decurninge L. G. Ordóñez M. Guillaud 178 51 0 25 May 2020
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator Siamak Zamani Dadaneh Shahin Boluki Mingzhang Yin Mingyuan Zhou Xiaoning Qian BDL DRL 90 24 0 21 May 2020
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy Natalia Shepeleva Werner Zellinger Michal Lewandowski Bernhard A. Moser 110 3 0 20 May 2020
Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized Turkey Ammar Rashed Mucahid Kutlu Kareem Darwish Tamer Elsayed Cansin Bayrak 128 55 0 19 May 2020
Efficient Image Gallery Representations at Scale Through Multi-Task Learning Benjamin Gutelman Pavel Levin 135 3 0 18 May 2020
The Missing Path: Analysing Incompleteness in Knowledge Graphs Marie Destandau Jean-Daniel Fekete 72 0 0 16 May 2020
FiberStars: Visual Comparison of Diffusion Tractography Data between Multiple Subjects Loraine Franke D. Weidele Fan Zhang Suheyla Cetin Karayumak Steve Pieper L. O’Donnell Yogesh Rathi D. Haehn 76 6 0 16 May 2020
Geodesics in fibered latent spaces: A geometric approach to learning correspondences between conditions Tariq Daouda Reda Chhaibi Prudencio Tossou A. Villani 131 2 0 16 May 2020
Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study Milad Sikaroudi Amir Safarpoor Benyamin Ghojogh Sobhan Shafiei Mark Crowley H. R. Tizhoosh SSL OOD 107 10 0 10 May 2020
Exploratory Analysis of Covid-19 Tweets using Topic Modeling, UMAP, and DiGraphs Catherine Ordun S. Purushotham Edward Raff 137 112 0 06 May 2020
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance MetricsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 Angelos Chatzimparmpas Rafael M. Martins Kostiantyn Kucher Andreas Kerren DiffM BDL 315 101 0 04 May 2020
An Information-theoretic Visual Analysis Framework for Convolutional Neural NetworksSmart Tools and Applications in Graphics (STAG), 2020 Jingyi Shen Han-Wei Shen FAtt HAI 85 1 0 02 May 2020
A Generic Framework and Library for Exploration of Small Multiples through Interactive PilingIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 Fritz Lekschas Xinyi Zhou Wei Chen Nils Gehlenborg Benjamin Bach Hanspeter Pfister 141 26 0 01 May 2020
EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version controlScientific Reports (Sci Rep), 2020 Christian Marzahl Marc Aubreville C. Bertram Jennifer K. Maier Christian Bergler Christine Kröger J. Voigt Katharina Breininger R. Klopfleisch Andreas Maier 166 39 0 30 Apr 2020
Asking without Telling: Exploring Latent Ontologies in Contextual RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Julian Michael Jan A. Botha Ian Tenney 286 44 0 29 Apr 2020