UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

Papers citing "UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction"

50 / 651 papers shown

Title
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps Angelos Chatzimparmpas Rafael M. Martins A. Telea Andreas Kerren 24 1 0 31 Mar 2023
TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision Mahdi Gilany P. Wilson Andrea Perera-Ortega A. Jamzad Minh Nguyen Nhat To Fahimeh Fooladgar Brian Wodlinger Purang Abolmaesumi P. Mousavi ViT MedIm 27 10 0 03 Mar 2023
The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings B. Yilma Luis A. Leiva DiffM 19 15 0 28 Feb 2023
Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis Kévin Cortacero Brienne A. McKenzie S. Muller Roxana Khazen Fanny Lafouresse ... H. Luga Oskar Staufer Michael L. Dustin S. Valitutti Sylvain Cussat-Blanc MedIm 23 15 0 28 Feb 2023
Random projection tree similarity metric for SpectralNet Mashaan Alshammari J. Stavrakakis Adel F. Ahmed M. Takatsuka 34 0 0 25 Feb 2023
HADES: Homologous Automated Document Exploration and Summarization Piotr Wilczyñski Artur .Zólkowski Mateusz Krzyzinski Emilia Wisnios Bartosz Pieliñski Stanislaw Giziñski Julian Sienkiewicz P. Biecek 19 0 0 25 Feb 2023
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs Andrea Coletta Svitlana Vyetrenko T. Balch OffRL 21 7 0 23 Feb 2023
Contrastive Representation Learning for Acoustic Parameter Estimation Philipp Götz Cagdas Tuna Andreas Walther Emanuel Habets SSL 30 7 0 22 Feb 2023
Sedition Hunters: A Quantitative Study of the Crowdsourced Investigation into the 2021 U.S. Capitol Attack Tianjiao Yu Sukrit Venkatagiri Ismini Lourentzou Kurt Luther 26 1 0 21 Feb 2023
pykanto: a python library to accelerate research on wild bird song Nilo Merino Recalde 24 7 0 20 Feb 2023
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI Juexiao Zhou Longxi Zhou Di Wang Xiaopeng Xu Haoyang Li Yuetan Chu Wenkai Han Xin Gao 28 20 0 20 Feb 2023
Unsupervised classification to improve the quality of a bird song recording dataset Félix Michaud J. Sueur Maxime LE Cesne S. Haupert 27 28 0 15 Feb 2023
Explainable Action Prediction through Self-Supervision on Scene Graphs Pawit Kochakarn D. Martini Daniel Omeiza Lars Kunze SSL 24 9 0 07 Feb 2023
LAVA: Granular Neuron-Level Explainable AI for Alzheimer's Disease Assessment from Fundus Images Nooshin Yousefzadeh Charlie Tran Adolfo Ramirez-Zamora Jinghua Chen R. Fang My T. Thai 32 1 0 06 Feb 2023
Hatemongers ride on echo chambers to escalate hate speech diffusion Vasu Goel Dhruv Sahnan Subhabrata Dutta Anil Bandhakavi Tanmoy Chakraborty 22 12 0 05 Feb 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 32 6 0 03 Feb 2023
Density peak clustering using tensor network Xiaoxi Shi Y. Shang 18 1 0 01 Feb 2023
Learning Topology-Preserving Data Representations I. Trofimov D. Cherniavskii Eduard Tulchinskii Nikita Balabin Evgeny Burnaev S. Barannikov 18 20 0 31 Jan 2023
Preserving local densities in low-dimensional embeddings Jonas Fischer R. Burkholz Jilles Vreeken 27 3 0 31 Jan 2023
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images R. M. S. Bashir Talha Qaiser S. Raza Nasir M. Rajpoot 38 13 0 30 Jan 2023
Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data Mengxi Wu Mohammad Rostami AI4CE 21 3 0 29 Jan 2023
Visual Ensemble Analysis of Fluid Flow in Porous Media across Simulation Codes and Experiment Ruben Bauer Quynh Quang Ngo G. Reina S. Frey B. Flemisch H. Hauser T. Ertl Michael Sedlmair 14 1 0 26 Jan 2023
Deep Generative Neural Embeddings for High Dimensional Data Visualization H. Yerebakan G. Hermosillo MDE 19 0 0 25 Jan 2023
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs Niels van der Heijden Ekaterina Shutova H. Yannakoudakis 23 0 0 25 Jan 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey Michael Perez Corey Toler-Franklin MedIm 36 14 0 15 Jan 2023
Efficient Activation Function Optimization through Surrogate Modeling G. Bingham Risto Miikkulainen 24 2 0 13 Jan 2023
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History Stefanie Schneider Ricarda Vollmer 3DH 30 5 0 12 Jan 2023
Fast conformational clustering of extensive molecular dynamics simulation data Simon Hunkler K. Diederichs O. Kukharenko Christine Peter 15 9 0 11 Jan 2023
ClusTop: An unsupervised and integrated text clustering and topic extraction framework Zhong-Zhi Chen Chenghu Mi Siwei Duo Jingfei He Yatong Zhou 30 2 0 03 Jan 2023
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction Jorge Quesada Lakshmi Sathidevi Ran Liu Nauman Ahad Joy M. Jackson ... Matthew Y Jin Carolina Urzay William R. Gray Roncal Erik C. Johnson Eva L. Dyer 101 4 0 01 Jan 2023
EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset) Haoran Wang Yan Zhu W. Qin Yizhe Zhang Pinghong Zhou Quanlin Li Shuo Wang Zhijian Song 29 2 0 23 Dec 2022
Robust Meta-Representation Learning via Global Label Inference and Classification Ruohan Wang Isak Falk Massimiliano Pontil C. Ciliberto 38 3 0 22 Dec 2022
Metadata-guided Consistency Learning for High Content Images Johan Fredin Haslum Christos Matsoukas Karl‐Johan Leuchowius Erik Mullers Kevin Smith 30 8 0 22 Dec 2022
Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class Anton Thielmann Christoph Weisser Benjamin Säfken 16 3 0 19 Dec 2022
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 22 367 0 19 Dec 2022
Style transfer and classification in hebrew news items N. Weingarten VLM 24 0 0 06 Dec 2022
Audio Latent Space Cartography Nicolas Jonason Bob L. T. Sturm DiffM 23 0 0 05 Dec 2022
Analysis of Utterance Embeddings and Clustering Methods Related to Intent Induction for Task-Oriented Dialogue Jeiyoon Park Yoonna Jang Chanhee Lee Heu-Jeoung Lim 41 3 0 05 Dec 2022
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 28 5 0 01 Dec 2022
Corvo: Visualizing CellxGene Single-Cell Datasets in Virtual Reality L. Hyman I. Sbalzarini S. Quake Ulrik Günther 8 1 0 01 Dec 2022
OpenApePose: a database of annotated ape photographs for pose estimation Nisarg P. Desai Praneet C Bala Rebecca Richardson J. Raper Jan Zimmermann Benjamin Hayden 3DH 13 10 0 30 Nov 2022
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications N. Ranasinghe A. Ramanan S. Fernando P. N. Hameed D. Herath T. Malepathirana P. Suganthan M. Niranjan Saman K. Halgamuge 13 2 0 30 Nov 2022
Synthetic data enable experiments in atomistic machine learning John L A Gardner Z. Beaulieu Volker L. Deringer 37 6 0 29 Nov 2022
Out-Of-Distribution Detection Is Not All You Need Joris Guérin Kevin Delmas Raul Sena Ferreira Jérémie Guiochet OODD 29 32 0 29 Nov 2022
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look Manideep Kolla Aravinth Savadamuthu CVBM 32 11 0 26 Nov 2022
Latent Space Diffusion Models of Cryo-EM Structures Karsten Kreis Tim Dockhorn Zihao Li Ellen D. Zhong DiffM 32 15 0 25 Nov 2022
Graph Contrastive Learning for Materials Teddy Koker Keegan Quigley Will Spaeth Nathan C. Frey Lin Li 21 5 0 24 Nov 2022
VideoMap: Supporting Video Editing Exploration, Brainstorming, and Prototyping in the Latent Space David Chuan-En Lin Fabian Caba Heilbron Joon-Young Lee Oliver Wang Nikolas Martelaro VGen 41 4 0 22 Nov 2022
YZR-net : Self-supervised Hidden representations Invariant to Transformations for profanity detection V. Joshi S. Tatinati Yubo Wang 21 0 0 22 Nov 2022
Novel transfer learning schemes based on Siamese networks and synthetic data Dominik Stallmann Philip Kenneweg Barbara Hammer 18 6 0 21 Nov 2022