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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
Hospital-Agnostic Image Representation Learning in Digital Pathology Milad Sikaroudi Shahryar Rahnamayan H. R. Tizhoosh OOD 55 8 0 05 Apr 2022
Learnable latent embeddings for joint behavioral and neural analysis Steffen Schneider Jin Hwa Lee Mackenzie W. Mathis 126 231 0 01 Apr 2022
Residual-guided Personalized Speech Synthesis based on Face Image Jianrong Wang Zixuan Wang Xiaosheng Hu Xuewei Li Qiang Fang Li Liu CVBM 51 17 0 01 Apr 2022
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications Kamilia Mullakaeva Luca Cosmo Anees Kazi Seyed-Ahmad Ahmadi Nassir Navab Michael M. Bronstein 83 8 0 01 Apr 2022
RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis Daniel Organisciak Hubert P. H. Shum E. Nwoye Wai Lok Woo OOD 71 19 0 31 Mar 2022
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries Haekyu Park Seongmin Lee Benjamin Hoover Austin P. Wright Omar Shaikh Rahul Duggal Nilaksh Das Kevin Wenliang Li Judy Hoffman Duen Horng Chau 71 2 0 30 Mar 2022
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques Angelos Chatzimparmpas F. Paulovich Andreas Kerren 54 8 0 29 Mar 2022
Selective inference for k-means clustering Yiqun T. Chen Daniela Witten 75 47 0 29 Mar 2022
Attacker Attribution of Audio Deepfakes Nicolas Müller Franziska Dieckmann Jennifer Williams 60 15 0 28 Mar 2022
DeepDPM: Deep Clustering With an Unknown Number of Clusters M. Ronen Shahaf E. Finder Oren Freifeld 83 72 0 27 Mar 2022
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction M. Sarfraz Marios Koulakis C. Seibold Rainer Stiefelhagen 77 21 0 24 Mar 2022
Semi-Supervised Graph Learning Meets Dimensionality Reduction Alex Morehead Watchanan Chantapakul Jianlin Cheng 68 0 0 23 Mar 2022
Bioplastic Design using Multitask Deep Neural Networks Christopher Kuenneth Jessica Lalonde B. Marrone C. Iverson R. Ramprasad G. Pilania AI4CE 45 32 0 22 Mar 2022
A Text-to-Speech Pipeline, Evaluation Methodology, and Initial Fine-Tuning Results for Child Speech Synthesis Rishabh Jain Mariam Yiwere Dan Bigioi Peter Corcoran H. Cucu 69 14 0 22 Mar 2022
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression Xiaosu Zhu Jingkuan Song Lianli Gao Fengcai Zheng Hengtao Shen 55 64 0 21 Mar 2022
Inferring topological transitions in pattern-forming processes with self-supervised learning M. Abram Keith Burghardt Greg Ver Steeg Aram Galstyan Rémi Dingreville AI4CE 37 9 0 19 Mar 2022
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies Shachi Deshpande Kaiwen Wang Dhruv Sreenivas Zheng Li Volodymyr Kuleshov CML SyDa 75 11 0 18 Mar 2022
MotionAug: Augmentation with Physical Correction for Human Motion Prediction Takahiro Maeda Norimichi Ukita 89 17 0 17 Mar 2022
Kan Extensions in Data Science and Machine Learning Dan Shiebler 20 1 0 17 Mar 2022
Understanding robustness and generalization of artificial neural networks through Fourier masks Nikos Karantzas E. Besier J. O. Caro Xaq Pitkow A. Tolias Ankit B. Patel Fabio Anselmi OOD AAML 43 6 0 16 Mar 2022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Runfa Chen Yu Rong Shangmin Guo Jiaqi Han Gang Hua Tingyang Xu Wenbing Huang ViT 70 20 0 15 Mar 2022
$Variational inference of fractional Brownian motion with linear computational complexity$ Variational inference of fractional Brownian motion with linear computational complexity Hippolyte Verdier Franccois Laurent Alhassan Cassé Christian L. Vestergaard Jean-Baptiste Masson 196 8 0 15 Mar 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding Somnath Basu Roy Chowdhury Chao Zhao Snigdha Chaturvedi 75 25 0 15 Mar 2022
Similarity-based prediction of Ejection Fraction in Heart Failure Patients J. Wallis Andres Azqueta-Gavaldon Thanusha Ananthakumar Robert Durichen L. Albergante 50 0 0 14 Mar 2022
$Infrastructure-free, Deep Learned Urban Noise Monitoring at $\sim$100mW$ Infrastructure-free, Deep Learned Urban Noise Monitoring at $\sim$ 100mW Jihoon Yun Sangeeta Srivastava Dhrubojyoti Roy Nathan Stohs C. Mydlarz Mahiny A. Salman Bea Steers J. P. Bello Anish Arora 48 6 0 11 Mar 2022
Protein Representation Learning by Geometric Structure Pretraining Zuobai Zhang Minghao Xu Arian R. Jamasb Vijil Chenthamarakshan A. Lozano Payel Das Jian Tang SSL 119 234 0 11 Mar 2022
Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology Yang Nan Fengyi Li Pen Tang Guyue Zhang C. Zeng Guotong Xie Zhihong Liu Guang Yang 73 12 0 11 Mar 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 173 1,513 0 11 Mar 2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang Daphna Keidar Andreas Opedal Zhijing Jin Mrinmaya Sachan 81 21 0 09 Mar 2022
Model Positionality and Computational Reflexivity: Promoting Reflexivity in Data Science S. Cambo Darren Gergle 72 36 0 08 Mar 2022
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data A. Dmitrenko M. M. Masiero N. Zamboni MedIm 50 8 0 07 Mar 2022
Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies A. Dmitrenko M. M. Masiero N. Zamboni SSL 46 2 0 07 Mar 2022
Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification Samujjwal Ghosh Subhadeep Maji M. Desarkar 39 17 0 06 Mar 2022
An End-to-End Approach for Seam Carving Detection using Deep Neural Networks Thierry Pinheiro Moreira M. C. S. Santana L. A. Passos K. Costa 23 4 0 05 Mar 2022
The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods Thomas G. Dietterich Alexander Guyer 107 40 0 04 Mar 2022
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering S. Esmaeilzadeh Brian Williams Davood Shamsi Onar Vikingstad 30 2 0 02 Mar 2022
Machine learning models predict calculation outcomes with the transferability necessary for computational catalysis Chenru Duan Aditya Nandy Husain Adamji Yuriy Román‐Leshkov Heather J. Kulik 26 6 0 02 Mar 2022
Structural invariants and semantic fingerprints in the "ego network" of words Kilian Ollivier Chiara Boldrini A. Passarella M. Conti 48 4 0 01 Mar 2022
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach Xiucai Ding Rongkai Ma 97 9 0 28 Feb 2022
Structure from Voltage Robi Bhattacharjee A. Cloninger Y. Freund Andreas Oslandsbotn 25 6 0 28 Feb 2022
Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation A. Lad Adithya Narayan H. Shankar Shefali Jain P. Vyas ... PS Roopa M. Pai A. Vasudeva P. Radhakrishnan S. Devalla 43 1 0 28 Feb 2022
SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP Pierre Lambert Cyril de Bodt M. Verleysen J. Lee 44 4 0 24 Feb 2022
Some Stylometric Remarks on Ovid's Heroides and the Epistula Sapphus Benjamin Nagy 13 2 0 24 Feb 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 87 81 0 23 Feb 2022
Fine-Grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning T. Fagni S. Cresci 36 17 0 23 Feb 2022
Domain-level Pairwise Semantic Interaction for Aspect-Based Sentiment Classification Z. F. Wu Jiazheng Gong Kecen Guo G. Liang Qingliang Chen Bo Liu 42 0 0 21 Feb 2022
Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images Alexander Vieth Anna Vilanova B. Lelieveldt E. Eisemann T. Höllt 38 4 0 18 Feb 2022
Generative modeling with projected entangled-pair states Tom Vieijra L. Vanderstraeten F. Verstraete 90 20 0 16 Feb 2022
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images Q. Vu K. Rajpoot S. Raza Nasir M. Rajpoot ViT MedIm 63 32 0 14 Feb 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention Carl Edwards Heng Ji 70 10 0 12 Feb 2022