UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

9 February 2018

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

50 / 667 papers shown

Title
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
Robust Vocal Quality Feature Embeddings for Dysphonic Voice Detection Jianwei Zhang J. Liss Suren Jayasuriya Visar Berisha 41 6 0 17 Nov 2022
Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection Yang Yang Hongjian Sun Jialei Gong Di Yu FAtt 34 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 18 1 0 16 Nov 2022
Seeded iterative clustering for histology region identification Eduard Chelebian F. Ciompi C. Wählby 20 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 33 5 0 14 Nov 2022
Total Variation Graph Neural Networks Jonas Hansen F. Bianchi 33 12 0 11 Nov 2022
Predictive Coding beyond Gaussian Distributions Luca Pinchetti Tommaso Salvatori Yordan Yordanov Beren Millidge Yuhang Song Thomas Lukasiewicz UQCV BDL 32 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 19 12 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 11 0 0 04 Nov 2022
Convex Clustering through MM: An Efficient Algorithm to Perform Hierarchical Clustering Daniel J. W. Touw P. Groenen Y. Terada 24 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 50 95 0 02 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 35 10 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 13 0 0 31 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 41 288 0 26 Oct 2022
A Spectral Method for Assessing and Combining Multiple Data Visualizations Rong Ma Eric D. Sun James Zou 22 11 0 25 Oct 2022
Investigation of chemical structure recognition by encoder-decoder models in learning progress Katsuhisa Morita T. Mizuno Hiroyuki Kusuhara 19 8 0 24 Oct 2022
Functional Indirection Neural Estimator for Better Out-of-distribution Generalization K. Pham Hung Le Man Ngo T. Tran OODD 33 1 0 23 Oct 2022
NeuroMapper: In-browser Visualizer for Neural Network Training Zhiyan Zhou Kevin Li Haekyu Park Megan Dass Austin P. Wright Nilaksh Das Duen Horng Chau 3DH 20 2 0 22 Oct 2022
Faster and more diverse de novo molecular optimization with double-loop reinforcement learning using augmented SMILES E. Bjerrum Christian Margreitter Thomas Blaschke Raquel Lopez-Rios de Castro 40 12 0 22 Oct 2022
Unsupervised visualization of image datasets using contrastive learning Jan Boehm Philipp Berens D. Kobak SSL 26 15 0 18 Oct 2022
Self-Supervised Learning Through Efference Copies Franz Scherr Qinghai Guo Timoleon Moraitis 24 10 0 17 Oct 2022
Behavioral graph fraud detection in E-commerce Hang Yin Zitao Zhang Zhurong Wang Yilmazcan Ozyurt Weiming Liang Wenyu Dong Yang Zhao Yinan Shan 13 1 0 13 Oct 2022
Scalability in Visualization Gaëlle Richer A. Pister Moataz Abdelaal Jean-Daniel Fekete Michael Sedlmair Daniel Weiskopf 6 20 0 12 Oct 2022
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis Wojciech Pra.zuch Aleksandra Suwalska M. Socha J. Tobiasz P. Foszner ... Barbara Gizycka E. Szurowska POLCOVID Study Group M. Marczyk Joanna Polańska 27 1 0 11 Oct 2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Jean Ogier du Terrail Samy Ayed Edwige Cyffers Felix Grimberg Chaoyang He ... Sai Praneeth Karimireddy Marco Lorenzi Giovanni Neglia Marc Tommasi M. Andreux FedML 47 142 0 10 Oct 2022
ParaDime: A Framework for Parametric Dimensionality Reduction A. Hinterreiter Christina Humer Bernhard Kainz M. Streit 30 5 0 10 Oct 2022
Using Full-Text Content to Characterize and Identify Best Seller Books Giovana D. da Silva F. N. Silva Henrique F. de Arruda Bárbara C. e Souza L. D. F. Costa D. R. Amancio 22 1 0 05 Oct 2022
Rank-N-Contrast: Learning Continuous Representations for Regression Kaiwen Zha Peng Cao Jeany Son Yuzhe Yang Dina Katabi CML 64 37 0 03 Oct 2022
Protein structure generation via folding diffusion Kevin E. Wu Kevin Kaichuang Yang Rianne van den Berg James Zou Alex X. Lu Ava P. Amini DiffM 35 193 0 30 Sep 2022
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics Christopher Kuenneth R. Ramprasad 34 101 0 29 Sep 2022
DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body A. Chiappa Alessandro Marin Vargas Alexander Mathis 34 7 0 28 Sep 2022
Efficient block contrastive learning via parameter-free meta-node approximation Gayan K. Kulatilleke Marius Portmann Shekhar S. Chandra 29 3 0 28 Sep 2022
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Xiaocui Peng 23 12 0 26 Sep 2022
Hebbian Deep Learning Without Feedback Adrien Journé Hector Garcia Rodriguez Qinghai Guo Timoleon Moraitis AAML 31 49 0 23 Sep 2022
Colonoscopy Landmark Detection using Vision Transformers Aniruddha Tamhane Tseéla Mida Erez Posner Moshe Bouhnik ViT MedIm 59 5 0 22 Sep 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 57 29 0 21 Sep 2022
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces Saeed Vahidian Mahdi Morafah Weijia Wang Vyacheslav Kungurtsev Chong Chen M. Shah Bill Lin FedML 56 45 0 21 Sep 2022
Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Tobias Kalb Björn Mauthe Jürgen Beyerer CLL 32 10 0 20 Sep 2022
Noise transfer for unsupervised domain adaptation of retinal OCT images Valentin Koch Olle Holmberg H. Spitzer Johannes Schiefelbein B. Asani Michael Hafner Fabian J. Theis 25 11 0 16 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 40 37 0 16 Sep 2022
Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance Maciej Śliwowski Matthieu Martin Antoine Souloumiac P. Blanchart T. Aksenova 29 6 0 08 Sep 2022
Dimensionality Reduction using Elastic Measures J. Derek Tucker Matthew T. Martinez Jose M. Laborde 14 1 0 07 Sep 2022
Opening the black-box of Neighbor Embedding with Hotelling's T2 statistic and Q-residuals R. Rainer Michael Mayr Johannes Himmelbauer Ramin Nikzad‐Langerodi 36 4 0 05 Sep 2022
ChemBERTa-2: Towards Chemical Foundation Models Walid Ahmad Elana Simon Seyone Chithrananda Gabriel Grand Bharath Ramsundar AI4CE 22 128 0 05 Sep 2022
BinImg2Vec: Augmenting Malware Binary Image Classification with Data2Vec Joon Sern Lee Kai Keng Tay Zong Fu Chua 6 2 0 02 Sep 2022
SemanticAxis: Exploring Multi-attribute Data by Semantics Construction and Ranking Analysis Zeyu Li Changhong Zhang Yi Zhang Jiawan Zhang 16 2 0 29 Aug 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 231 447 0 23 Aug 2022