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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
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels Ilya Ploshchik Angelos Chatzimparmpas Andreas Kerren 58 2 0 07 Dec 2022
Extending Universal Approximation Guarantees: A Theoretical Justification for the Continuity of Real-World Learning Tasks Naveen Durvasula 18 0 0 06 Dec 2022
Style transfer and classification in hebrew news items N. Weingarten VLM 26 0 0 06 Dec 2022
TripCEAiR: A Multi-Loss minimization approach for surface EMG based Airwriting Recognition Ayush Tripathi A. Prathosh Suriya Prakash Muthukrishnan Lalan Kumar 69 4 0 06 Dec 2022
Audio Latent Space Cartography Nicolas Jonason Bob L. T. Sturm DiffM 59 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 136 3 0 05 Dec 2022
Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS Gary Tom Riley J. Hickman Aniket N. Zinzuwadia A. Mohajeri Benjamín Sánchez-Lengeling A. Aspuru‐Guzik 84 17 0 03 Dec 2022
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 101 6 0 01 Dec 2022
Corvo: Visualizing CellxGene Single-Cell Datasets in Virtual Reality L. Hyman I. Sbalzarini S. Quake Ulrik Günther 26 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 72 11 0 30 Nov 2022
DimenFix: A novel meta-dimensionality reduction method for feature preservation Q. Luo L. Christino F. Paulovich E. Milios 21 1 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 33 3 0 30 Nov 2022
Synthetic data enable experiments in atomistic machine learning John L A Gardner Z. Beaulieu Volker L. Deringer 70 9 0 29 Nov 2022
Learning and Understanding a Disentangled Feature Representation for Hidden Parameters in Reinforcement Learning Christopher P. Reale Rebecca L. Russell 87 1 0 29 Nov 2022
Identification of Rare Cortical Folding Patterns using Unsupervised Deep Learning Louise Guillon J. Chavas Audrey Bénézit M. Moutard D. Rivière J. F. Mangin 28 7 0 29 Nov 2022
Out-Of-Distribution Detection Is Not All You Need Joris Guérin Kevin Delmas Raul Sena Ferreira Jérémie Guiochet OODD 115 33 0 29 Nov 2022
Toward Universal Text-to-Music Retrieval Seungheon Doh Minz Won Keunwoo Choi Juhan Nam VLM 81 28 0 26 Nov 2022
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look Manideep Kolla Aravinth Savadamuthu CVBM 79 12 0 26 Nov 2022
Latent Space Diffusion Models of Cryo-EM Structures Karsten Kreis Tim Dockhorn Zihao Li Ellen D. Zhong DiffM 69 16 0 25 Nov 2022
BatmanNet: Bi-branch Masked Graph Transformer Autoencoder for Molecular Representation Zhen Wang Zheng Feng Yanjun Li Bowen Li Yongrui Wang C. Sha Min He Xiaolin Li AI4CE 90 9 0 25 Nov 2022
Graph Contrastive Learning for Materials Teddy Koker Keegan Quigley Will Spaeth Nathan C. Frey Lin Li 57 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 85 4 0 22 Nov 2022
YZR-net : Self-supervised Hidden representations Invariant to Transformations for profanity detection V. Joshi S. Tatinati Yubo Wang 43 0 0 22 Nov 2022
Novel transfer learning schemes based on Siamese networks and synthetic data Dominik Stallmann Philip Kenneweg Barbara Hammer 54 6 0 21 Nov 2022
EVNet: An Explainable Deep Network for Dimension Reduction Z. Zang Sheng-Hsien Cheng Linyan Lu Hanchen Xia Liangyu Li Yaoting Sun Yongjie Xu Lei Shang Baigui Sun Stan Z. Li FAtt 80 17 0 21 Nov 2022
Conceptor-Aided Debiasing of Large Language Models Yifei Li Lyle Ungar João Sedoc 76 5 0 20 Nov 2022
Robust Vocal Quality Feature Embeddings for Dysphonic Voice Detection Jianwei Zhang J. Liss Suren Jayasuriya Visar Berisha 75 8 0 17 Nov 2022
Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection Yang Yang Hongjian Sun Jialei Gong Di Yu FAtt 58 2 0 17 Nov 2022
Testing geometric representation hypotheses from simulated place cell recordings Thibault Niederhauser A. Lester Nina Miolane K. D. Duc Manu S. Madhav 59 1 0 16 Nov 2022
Seeded iterative clustering for histology region identification Eduard Chelebian F. Ciompi C. Wählby 37 2 0 14 Nov 2022
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models Nicolás Gaggion Maria Vakalopoulou Diego H. Milone Enzo Ferrante 61 5 0 14 Nov 2022
Conversational Pattern Mining using Motif Detection Nicolle Garber Vukosi Marivate 18 0 0 13 Nov 2022
Total Variation Graph Neural Networks Jonas Hansen F. Bianchi 112 12 0 11 Nov 2022
Inverse Kernel Decomposition Chengrui Li Anqi Wu 22 1 0 11 Nov 2022
Employing Graph Representations for Cell-level Characterization of Melanoma MELC Samples Luis Carlos Rivera Monroy Leonhard Rist Martin Eberhardt C. Ostalecki A. Baur J. Vera Katharina Breininger Andreas Maier MedIm 13 2 0 10 Nov 2022
Predictive Coding beyond Gaussian Distributions Luca Pinchetti Tommaso Salvatori Yordan Yordanov Beren Millidge Yuhang Song Thomas Lukasiewicz UQCV BDL 74 11 0 07 Nov 2022
Learning the shape of protein micro-environments with a holographic convolutional neural network Michael N. Pun Andrew Ivanov Quinn Bellamy Zachary Montague Colin H. LaMont P. Bradley J. Otwinowski Armita Nourmohammad 49 12 0 05 Nov 2022
GmGM: a Fast Multi-Axis Gaussian Graphical Model Bailey Andrew David R. Westhead Luisa Cutillo 47 1 0 05 Nov 2022
MalGrid: Visualization Of Binary Features In Large Malware Corpora Tajuddin Manhar Mohammed L. Nataraj Satish Chikkagoudar S. Chandrasekaran B. S. Manjunath 89 0 0 04 Nov 2022
Convex Clustering through MM: An Efficient Algorithm to Perform Hierarchical Clustering Daniel J. W. Touw P. Groenen Y. Terada 79 3 0 03 Nov 2022
Edge Impulse: An MLOps Platform for Tiny Machine Learning Shawn Hymel Colby R. Banbury Daniel Situnayake A. Elium Carl Ward ... Louis Moreau Dmitry Maslov A. Beavis Jan Jongboom Vijay Janapa Reddi VLM LRM 122 101 0 02 Nov 2022
Isometric Representations in Neural Networks Improve Robustness Kosio Beshkov Jonas Verhellen M. Lepperød AAML OOD 61 1 0 02 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 106 11 0 02 Nov 2022
The interaction of transmission intensity, mortality, and the economy: a retrospective analysis of the COVID-19 pandemic Christian Morgenstern D. Laydon C. Whittaker Swapnil Mishra D. Haw Samir Bhatt N. Ferguson 58 0 0 31 Oct 2022
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings Jiangbin Zheng Yile Wang Ge Wang Jun Xia Yufei Huang Guojiang Zhao Yue Zhang Stan Y. Li 68 26 0 30 Oct 2022
Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task Learning Eunjung Yeo Kwanghee Choi Sunhee Kim Minhwa Chung 63 9 0 27 Oct 2022
Opening the Black Box of wav2vec Feature Encoder Kwanghee Choi Eunjung Yeo SSL 78 16 0 27 Oct 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 145 305 0 26 Oct 2022
LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering Mário Cardoso Pedro Saleiro P. Bizarro MLAU AI4TS 70 26 0 25 Oct 2022
A Spectral Method for Assessing and Combining Multiple Data Visualizations Rong Ma Eric D. Sun James Zou 67 11 0 25 Oct 2022