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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
Semantic Equivariant Mixup Zongbo Han Tianchi Xie Bing Wu Qinghua Hu Changqing Zhang AAML 131 0 0 12 Aug 2023
DCNFIS: Deep Convolutional Neuro-Fuzzy Inference System Mojtaba Yeganejou Kimia Honari Ryan Kluzinski S. Dick M. Lipsett James Miller FedML AI4CE 57 1 0 11 Aug 2023
Evaluating the diversity and utility of materials proposed by generative models Alexander New Michael Pekala Elizabeth A. Pogue Nam Q. Le Janna Domenico C. Piatko Christopher D. Stiles AI4CE 68 1 0 09 Aug 2023
Deep Generative Networks for Heterogeneous Augmentation of Cranial Defects K. Kwarciak Marek Wodzinski MedIm 47 4 0 09 Aug 2023
ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep Learning Problems Harry Li Steven Jorgensen J. Holodnak Allan B. Wollaber OOD UQCV 56 1 0 08 Aug 2023
Social Media, Topic Modeling and Sentiment Analysis in Municipal Decision Support Milos Svana 32 1 0 08 Aug 2023
PTransIPs: Identification of phosphorylation sites enhanced by protein PLM embeddings Ziyang Xu Haitian Zhong Bingrui He Xueying Wang Tianchi Lu 35 7 0 08 Aug 2023
ALFA -- Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals Milad Sikaroudi Seyedeh Maryam Hosseini Shahryar Rahnamayan H. R. Tizhoosh OOD 41 0 0 07 Aug 2023
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation M. Woodland Nihil Patel Mais Al Taie J. Yung Tucker Netherton Ankit B. Patel Kristy K. Brock OOD 81 6 0 07 Aug 2023
Investigation of Self-supervised Pre-trained Models for Classification of Voice Quality from Speech and Neck Surface Accelerometer Signals Sudarsana Reddy Kadiri Farhad Javanmardi P. Alku 45 6 0 06 Aug 2023
Visualization of Extremely Sparse Contingency Table by Taxicab Correspondence Analysis: A Case Study of Textual Data V. Choulakian J. Allard 52 0 0 06 Aug 2023
Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition Jiaxin Ye Yujie Wei Xin-Cheng Wen Chenglong Ma Zhizhong Huang Kunhong Liu Hongming Shan 114 2 0 04 Aug 2023
The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations A. Salinas Parth Vipul Shah Yuzhong Huang Robert McCormack Fred Morstatter 101 41 0 03 Aug 2023
Machine Learning Small Molecule Properties in Drug Discovery Nikolai Schapin Maciej Majewski Alejandro Varela-Rial C. Arroniz Gianni De Fabritiis 47 12 0 02 Aug 2023
DLSIA: Deep Learning for Scientific Image Analysis Eric J. Roberts Tanny Chavez Alexander Hexemer Petrus H. Zwart AI4CE 51 5 0 02 Aug 2023
VideoPro: A Visual Analytics Approach for Interactive Video Programming Jianben He Xingbo Wang Kamkwai Wong Xijie Huang Changjian Chen Zixin Chen Fengjie Wang Min Zhu Huamin Qu 71 12 0 01 Aug 2023
CLAMS: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering Hyeon Jeon Ghulam Jilani Quadri Hyunwoo Lee Paul Rosen D. Szafir Jinwook Seo 68 16 0 01 Aug 2023
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings Hyeon Jeon Aeri Cho Jinhwa Jang S. Lee Jake Hyun Hyung-Kwon Ko Jaemin Jo Jinwook Seo 92 12 0 01 Aug 2023
Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings Akihiro Mizoguchi A. Bogdanova A. Imakura T. Sakurai FedML 90 1 0 01 Aug 2023
Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction Zhangchi Zhu Lu Wang Pu Zhao Chao Du Wei Zhang Hang Dong Bo Qiao Qingwei Lin Saravan Rajmohan Dongmei Zhang NoLa OnRL 101 12 0 01 Aug 2023
Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction Hyeon Jeon Yun-Hsin Kuo Michaël Aupetit Kwan-Liu Ma Jinwook Seo 98 10 0 01 Aug 2023
A Flow Artist for High-Dimensional Cellular Data Kincaid MacDonald Dhananjay Bhaskar Guy Thampakkul Nhi Nguyen Joia Zhang Michael Perlmutter Ian M. Adelstein Smita Krishnaswamy 3DPC 18 2 0 31 Jul 2023
Generative models for wearables data Arinbjorn Kolbeinsson L. Foschini MedIm 57 0 0 31 Jul 2023
Synthesizing Event-centric Knowledge Graphs of Daily Activities Using Virtual Space S. Egami Takanori Ugai Mikiko Oono K. Kitamura Ken Fukuda 51 11 0 30 Jul 2023
InvVis: Large-Scale Data Embedding for Invertible Visualization Huayuan Ye Chenhui Li Yang Li Changbo Wang 35 4 0 30 Jul 2023
Trajectory-aware Principal Manifold Framework for Data Augmentation and Image Generation E. Cui Bingbin Li Yanan Li Weng Kee Wong Donghui Wang MedIm 62 1 0 30 Jul 2023
Towards a Fully Unsupervised Framework for Intent Induction in Customer Support Dialogues Rita Costa Bruno Martins Sérgio Viana Luísa Coheur 24 1 0 28 Jul 2023
Centroid-aware feature recalibration for cancer grading in pathology images Jaeung Lee Keunho Byeon J. T. Kwak MedIm 46 2 0 26 Jul 2023
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning Xinting Liao Weiming Liu Chaochao Chen Pengyang Zhou Huabin Zhu Yanchao Tan Jun Wang Yue Qi FedML 83 12 0 26 Jul 2023
Regularizing Neural Networks with Meta-Learning Generative Models Shin'ya Yamaguchi Daiki Chijiwa Sekitoshi Kanai Atsutoshi Kumagai H. Kashima 77 5 0 26 Jul 2023
CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets Mominul Islam H. Zunair Nabeel Mohammed MedIm 70 13 0 25 Jul 2023
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning Cheng Han Qifan Wang Yiming Cui Zhiwen Cao Wenguan Wang Siyuan Qi Dongfang Liu VPVLM VLM 90 55 0 25 Jul 2023
Synthetic pre-training for neural-network interatomic potentials John L A Gardner Kathryn T. Baker Volker L. Deringer AI4CE 124 20 0 24 Jul 2023
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models Xingbo Wang Renfei Huang Zhihua Jin Tianqing Fang Huamin Qu VLM ReLM LRM 111 2 0 23 Jul 2023
A New Deep State-Space Analysis Framework for Patient Latent State Estimation and Classification from EHR Time Series Data Aya Nakamura Ryosuke Kojima Yuji Okamoto Eiichiro Uchino Y. Mineharu Yohei Harada M. Kamada M. Muto M. Yanagita Yasushi Okuno BDL 26 0 0 21 Jul 2023
Inorganic synthesis-structure maps in zeolites with machine learning and crystallographic distances Daniel Schwalbe-Koda D. Widdowson Tuan Anh Pham V. Kurlin 13 2 0 20 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 85 9 0 20 Jul 2023
ActorLens: Visual Analytics for High-level Actor Identification in MOBA Games Zhihua Jin Gaoping Huang Zixin Chen Shiyi Liu Yang Chao Zhenchuan Yang Quan Li Huamin Qu 59 2 0 19 Jul 2023
Exploring acceptance of autonomous vehicle policies using KeyBERT and SNA: Targeting engineering students Ji-a Ha Dongsoo Kim 62 0 0 18 Jul 2023
Large-Scale Evaluation of Topic Models and Dimensionality Reduction Methods for 2D Text Spatialization Daniel Atzberger Tim Cech Willy Scheibel Matthias Trapp R. Richter Jürgen Döllner Tobias Schreck 97 7 0 17 Jul 2023
Composition-contrastive Learning for Sentence Embeddings Sachin Chanchani Ruihong Huang 108 14 0 14 Jul 2023
Visual Explanations with Attributions and Counterfactuals on Time Series Classification U. Schlegel Daniela Oelke Daniel A. Keim Mennatallah El-Assady AI4TS FAtt 95 4 0 14 Jul 2023
Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions Leo Klarner Tim G. J. Rudner M. Reutlinger Torsten Schindler Garrett M. Morris Charlotte M. Deane Yee Whye Teh OOD BDL 55 10 0 14 Jul 2023
Watch Where You Head: A View-biased Domain Gap in Gait Recognition and Unsupervised Adaptation Gavriel Habib Noa Barzilay O. Shimshi Rami Ben-Ari N. Darshan CVBM 76 4 0 13 Jul 2023
PatchSorter: A High Throughput Deep Learning Digital Pathology Tool for Object Labeling Cedric E Walker Tasneem Talawalla R. Toth Akhil Ambekar Kien Rea ... A. Madabhushi M. Maillard L. Barisoni H. Horlings A. Janowczyk 64 4 0 13 Jul 2023
Machine learning and Topological data analysis identify unique features of human papillae in 3D scans R. Andreeva A. Sarkar Rik Sarkar 21 6 0 12 Jul 2023
Identifiability Guarantees for Causal Disentanglement from Soft Interventions Jiaqi Zhang C. Squires Kristjan Greenewald Akash Srivastava Karthikeyan Shanmugam Caroline Uhler CML 137 65 0 12 Jul 2023
AmadeusGPT: a natural language interface for interactive animal behavioral analysis Shaokai Ye Jessy Lauer Mu Zhou Alexander Mathis Mackenzie W. Mathis MLLM LLMAG 106 18 0 10 Jul 2023
ECS -- an Interactive Tool for Data Quality Assurance Christian Sieberichs Simon Geerkens Alexander Braun T. Waschulzik 27 1 0 10 Jul 2023
Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification Haixing Dai Lu Zhang Lin Zhao Zihao Wu Zheng Liu ... Yanjun Lyu Changying Li Ninghao Liu Tianming Liu Dajiang Zhu 102 7 0 10 Jul 2023