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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
Manifold Fitting Z. Yao Jiaji Su Bingjie Li S. Yau 116 3 0 16 Apr 2023
Dimensionality Reduction as Probabilistic Inference Aditya Ravuri Francisco Vargas V. Lalchand Neil D. Lawrence BDL 61 3 0 15 Apr 2023
In-Distribution and Out-of-Distribution Self-supervised ECG Representation Learning for Arrhythmia Detection S. Soltanieh J. Hashemi Ali Etemad 88 12 0 13 Apr 2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 102 16 0 12 Apr 2023
Lady and the Tramp Nextdoor: Online Manifestations of Economic Inequalities in the Nextdoor Social Network Waleed Iqbal V. Ghafouri Gareth Tyson Guillermo Suarez-Tangil Ignacio Castro 26 7 0 11 Apr 2023
Towards an Understanding and Explanation for Mixed-Initiative Artificial Scientific Text Detection Luoxuan Weng Minfeng Zhu Kamkwai Wong Siyi Liu Jiashun Sun Hang Zhu Dongming Han Wei Chen DeLMO 92 9 0 11 Apr 2023
SELFormer: Molecular Representation Learning via SELFIES Language Models Atakan Yüksel Erva Ulusoy Atabey Ünlü Tunca Dogan 99 61 0 10 Apr 2023
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization J. Dolezal S. Kochanny E. Dyer Andrew Srisuwananukorn Matteo Sacco Frederick M. Howard Anran Li Prajval Mohan Alexander T. Pearson MedIm 108 29 0 09 Apr 2023
Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition Wei-Jang Li Wei Yang Wenpeng Zhang Tianpeng Liu Yongxiang Liu Yang Liu 98 18 0 07 Apr 2023
Improving automatic endoscopic stone recognition using a multi-view fusion approach enhanced with two-step transfer learning F. Lopez-Tiro Elias Villalvazo-Avila Juan Pablo Betancur-Rengifo Jonathan El Beze Jacques Hubert Gilberto Ochoa-Ruiz Christian Daul MedIm 62 1 0 06 Apr 2023
A Survey on Contextualised Semantic Shift Detection S. Montanelli Francesco Periti ObjD AI4TS 96 35 0 04 Apr 2023
NeuroDAVIS: A neural network model for data visualization Chayan Maitra D. Seal R. K. De DiffM 55 4 0 01 Apr 2023
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps Angelos Chatzimparmpas Rafael M. Martins A. Telea Andreas Kerren 93 3 0 31 Mar 2023
ConceptEVA: Concept-Based Interactive Exploration and Customization of Document Summaries Xiaoyu Zhang J. Li Po-Wei Chi Senthil K. Chandrasegaran Kwan-Liu Ma 60 22 0 31 Mar 2023
Topics in the Haystack: Extracting and Evaluating Topics beyond Coherence Anton Thielmann Q. Seifert Arik Reuter Elisabeth Bergherr Benjamin Säfken 90 2 0 30 Mar 2023
Not cool, calm or collected: Using emotional language to detect COVID-19 misinformation Gabriel Asher Phil Bohlman Karsten Kleyensteuber 43 0 0 27 Mar 2023
Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis Joseph Cohen Xun Huan J. Ni 117 13 0 25 Mar 2023
Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment Yiyou Sun Yaojie Liu Xiaoming Liu Yixuan Li Wen-Sheng Chu OOD CVBM 94 63 0 23 Mar 2023
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides through Variational Autoencoder Based Image Compression M. Nasr Amir Hajighasemi Paul Koomey Parisa Boodaghi Malidarreh Michael Robben Jillur Rahman Saurav Helen H. Shang Manfred Huber Jacob M. Luber MedIm 55 4 0 23 Mar 2023
An embedding for EEG signals learned using a triplet loss Pierre Guetschel Théodore Papadopoulo Michael Tangermann 26 1 0 23 Mar 2023
ExBEHRT: Extended Transformer for Electronic Health Records to Predict Disease Subtypes & Progressions M. Rupp Oriane Peter T. Pattipaka 74 11 0 22 Mar 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 122 68 0 20 Mar 2023
Textless Speech-to-Music Retrieval Using Emotion Similarity Seungheon Doh Minz Won Keunwoo Choi Juhan Nam 52 2 0 19 Mar 2023
An evaluation framework for dimensionality reduction through sectional curvature R. Lara-Cabrera Ángel González-Prieto Diego Pérez-López Diego Trujillo Fernando Ortega 16 0 0 17 Mar 2023
CHAMPAGNE: Learning Real-world Conversation from Large-Scale Web Videos Seungju Han Jack Hessel Nouha Dziri Yejin Choi Youngjae Yu VGen 94 19 0 17 Mar 2023
ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis Yongsu Ahn Y. Lin Panpan Xu Zeng Dai AAML HAI 56 9 0 16 Mar 2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets Pablo J. Villacorta Jesús M. Rodríguez-de-Vera Marc Bolaños Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 103 1 0 16 Mar 2023
Using VAEs to Learn Latent Variables: Observations on Applications in cryo-EM Daniel G Edelberg Roy R. Lederman CML DRL 56 5 0 13 Mar 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models Juncheng Li Minghe Gao Longhui Wei Siliang Tang Wenqiao Zhang Meng Li Wei Ji Qi Tian Tat-Seng Chua Yueting Zhuang VLM VPVLM 98 21 0 12 Mar 2023
AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image Zhucheng Shao Liuxi Dai Yifeng Wang Haoqian Wang Yongbing Zhang MedIm DiffM 220 0 0 11 Mar 2023
Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions? Yasuto Hoshi Daisuke Miyashita Yasuhiro Morioka Youyang Ng Osamu Torii J. Deguchi 55 0 0 09 Mar 2023
A Prompt Log Analysis of Text-to-Image Generation Systems Yutong Xie Zhaoying Pan Jing Ma Jie Luo Qiaozhu Mei DiffM 166 43 0 08 Mar 2023
A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery M. Akbari Ali Mohades M. H. Shirali-Shahreza VLM 83 3 0 07 Mar 2023
Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes Xu Ju Ailing Zeng Jianan Wang Qian Xu Lei Zhang 3DH 89 48 0 05 Mar 2023
CAMEL: Curvature-Augmented Manifold Embedding and Learning Nan Xu Yongming Liu 16 1 0 05 Mar 2023
Force-Directed Graph Layouts Revisited: A New Force Based on the T-Distribution Fahai Zhong Mingliang Xue Jian Zhang Fan Zhang Rui Ban Oliver Deussen Yunhai Wang 71 8 0 05 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-Son To Fahimeh Fooladgar Brian Wodlinger Purang Abolmaesumi P. Mousavi ViT MedIm 63 11 0 03 Mar 2023
WESPER: Zero-shot and Realtime Whisper to Normal Voice Conversion for Whisper-based Speech Interactions Jun Rekimoto 96 20 0 03 Mar 2023
Deep learning for COVID-19 topic modelling via Twitter: Alpha, Delta and Omicron Janhavi Lande Arti Pillay Rohitash Chandra 55 9 0 28 Feb 2023
The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings B. Yilma Luis A. Leiva DiffM 49 18 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 95 17 0 28 Feb 2023
Continuous interaction with a smart speaker via low-dimensional embeddings of dynamic hand pose Songpei Xu Chaitanya Kaul Xuri Ge Roderick Murray-Smith 50 3 0 28 Feb 2023
An evaluation of Google Translate for Sanskrit to English translation via sentiment and semantic analysis A. Shukla Chaarvi Bansal Sushruth Badhe Mukul Ranjan Rohitash Chandra ELM 77 15 0 28 Feb 2023
Random projection tree similarity metric for SpectralNet Mashaan Alshammari J. Stavrakakis Adel F. Ahmed M. Takatsuka 99 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 50 0 0 25 Feb 2023
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs Andrea Coletta Svitlana Vyetrenko T. Balch OffRL 69 8 0 23 Feb 2023
nSimplex Zen: A Novel Dimensionality Reduction for Euclidean and Hilbert Spaces R. Connor Lucia Vadicamo 24 3 0 22 Feb 2023
Contrastive Representation Learning for Acoustic Parameter Estimation Philipp Götz Cagdas Tuna Andreas Walther Emanuel Habets SSL 42 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 45 2 0 21 Feb 2023
pykanto: a python library to accelerate research on wild bird song Nilo Merino Recalde 51 8 0 20 Feb 2023