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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
Interpreting Equivariant Representations Andreas Abildtrup Hansen Anna Calissano Aasa Feragen 156 1 0 23 Jan 2024
Claim Detection for Automated Fact-checking: A Survey on Monolingual, Multilingual and Cross-Lingual Research Rrubaa Panchendrarajan A. Zubiaga HILM 95 17 0 22 Jan 2024
TrajVis: a visual clinical decision support system to translate artificial intelligence trajectory models in the precision management of chronic kidney disease Zuotian Li Xiang Liu Ziyang Tang Pengyue Zhang Nanxin Jin Michael Eadon Qianqian Song Yingjie Chen Jing Su 24 4 0 16 Jan 2024
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI Marina Ruiz-Perez Sergio Morell-Ortega Marien Gadea Roberto Vivó Hernando Gregorio Rubio F. Aparici-Robles M. Iglesia-Vayá T. Tourdias Pierrick Coupé J. V. Manjón 119 1 0 15 Jan 2024
BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis Xiaomin Li Mykhailo Sakevych G. Atkinson V. Metsis MedIm 70 9 0 12 Jan 2024
Deep Manifold Transformation for Protein Representation Learning Bozhen Hu Z. Zang Cheng Tan Stan Z. Li 109 1 0 12 Jan 2024
Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding Bozhen Hu Z. Zang Jun Xia Lirong Wu Cheng Tan Stan Z. Li GNN 65 2 0 12 Jan 2024
Few-Shot Detection of Machine-Generated Text using Style Representations Rafael Rivera Soto Kailin Koch Aleem Khan Barry Chen M. Bishop Nicholas Andrews DeLMO 73 25 0 12 Jan 2024
AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding Xiwei Xuan Jorge Henrique Piazentin Ono Liang Gou Kwan-Liu Ma Liu Ren 93 2 0 12 Jan 2024
Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques Tanwi Mallick John Murphy Joshua Bergerson Duane R. Verner John K Hutchison L. Levy 54 6 0 11 Jan 2024
Comparative Evaluation of Animated Scatter Plot Transitions Nils Rodrigues Frederik L. Dennig Vincent Brandt Daniel A. Keim Daniel Weiskopf 25 1 0 09 Jan 2024
Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior Youngjae Cho Heesun Bae Seungjae Shin Yeo Dong Youn Weonyoung Joo Il-Chul Moon VLM 45 6 0 09 Jan 2024
Probabilistic emotion and sentiment modelling of patient-reported experiences Curtis Murray Lewis Mitchell Simon Jonathan Tuke Mark Mackay 52 0 0 09 Jan 2024
scDiffusion: conditional generation of high-quality single-cell data using diffusion model Erpai Luo Minsheng Hao Lei Wei Xuegong Zhang 69 10 0 08 Jan 2024
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline Haonan Wang Qianli Shen Yao Tong Yang Zhang Kenji Kawaguchi 122 32 0 07 Jan 2024
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors Wasu Top Piriyakulkij Yingheng Wang Volodymyr Kuleshov DiffM 145 1 0 05 Jan 2024
Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations Yejin Jeon Yunsu Kim Gary Geunbae Lee 75 2 0 04 Jan 2024
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition Kyle Buettner Sina Malakouti Xiang Lorraine Li Adriana Kovashka 128 3 0 03 Jan 2024
Scalable network reconstruction in subquadratic time Tiago P. Peixoto 98 5 0 02 Jan 2024
Low-cost Geometry-based Eye Gaze Detection using Facial Landmarks Generated through Deep Learning Esther Enhui Ye John Enzhou Ye Joseph Ye Jacob Ye R. Ye CVBM 3DH 54 0 0 31 Dec 2023
Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs Masachika Masuda Mazen Soufi Yoshito Otake Keisuke Uemura Sotaro Kono ... Yi Gu Masaki Takao Seiji Okada Nobuhiko Sugano Yoshinobu Sato OOD 66 5 0 30 Dec 2023
Break Out of a Pigeonhole: A Unified Framework for Examining Miscalibration, Bias, and Stereotype in Recommender Systems Yongsu Ahn Yu-Ru Lin CML 59 3 0 29 Dec 2023
Automatic Scoring of Cognition Drawings: Assessing the Quality of Machine-Based Scores Against a Gold Standard Arne Bethmann Marina Aoki Charlotte Hunsicker Claudia Weileder 54 0 0 28 Dec 2023
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation Ziyang Ma Zhisheng Zheng Jiaxin Ye Jinchao Li Zhifu Gao Shiliang Zhang Xie Chen MDE SLR SSL 87 114 0 23 Dec 2023
Comparative Evaluation of Anomaly Detection Methods for Fraud Detection in Online Credit Card Payments Hugo Thimonier Fabrice Popineau Arpad Rimmel Bich-Liên Doan Fabrice Daniel 64 10 0 21 Dec 2023
Augment on Manifold: Mixup Regularization with UMAP Yousef El-Laham Elizabeth Fons Dillon Daudert Svitlana Vyetrenko 68 4 0 20 Dec 2023
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 109 20 0 20 Dec 2023
Convergence Visualizer of Decentralized Federated Distillation with Reduced Communication Costs Akihito Taya Yuuki Nishiyama K. Sezaki FedML 42 0 0 19 Dec 2023
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning Yanqi Ge Qiang Nie Ye Huang Yong-Jin Liu Chengjie Wang Feng Zheng Wen Li Lixin Duan CLL 75 10 0 19 Dec 2023
Learning to Act without Actions Dominik Schmidt Minqi Jiang OffRL 137 38 0 17 Dec 2023
Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation Hai Siong Tan Kuancheng Wang R. Mcbeth 74 3 0 16 Dec 2023
Event-Based Contrastive Learning for Medical Time Series Hyewon Jeong Nassim Oufattole Matthew B. A. McDermott Aparna Balagopalan P. Chandak Marzyeh Ghassemi Collin M. Stultz 91 6 0 16 Dec 2023
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification Sergio Kazatzidis S. Mehrkanoon AI4TS 99 1 0 15 Dec 2023
Topic Bias in Emotion Classification Maximilian Wegge Roman Klinger CVBM 35 0 0 14 Dec 2023
Unbiased organism-agnostic and highly sensitive signal peptide predictor with deep protein language model Junbo Shen Qinze Yu Shen-Xue Chen Qingxiong Tan Jing-Chao Li Yu Li 46 8 0 14 Dec 2023
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection Joonhyun Jeong Geondo Park Jayeon Yoo Hyungsik Jung Heesu Kim VLM ObjD 92 11 0 12 Dec 2023
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature Maxime Wursch Andrei Kucharavy Dimitri Percia David Alain Mermoud 76 6 0 12 Dec 2023
Predictive variational autoencoder for learning robust representations of time-series data Julia Huiming Wang Dexter Tsin Tatiana Engel CML OOD AI4TS 86 2 0 12 Dec 2023
Information theory for data-driven model reduction in physics and biology Matthew S. Schmitt Maciej Koch-Janusz Michel Fruchart Daniel S. Seara Michael Rust Vincenzo Vitelli 85 5 0 11 Dec 2023
From Text to Motion: Grounding GPT-4 in a Humanoid Robot "Alter3" Takahide Yoshida A. Masumori Takashi Ikegami 67 18 0 11 Dec 2023
Unsupervised KPIs-Based Clustering of Jobs in HPC Data Centers Mohamed Soliman Halawa R. Redondo Ana Fernández Vilas 50 10 0 11 Dec 2023
Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data David R. Bellamy Bhawesh Kumar Cindy Wang Andrew L. Beam MedIm 59 3 0 09 Dec 2023
Language-assisted Vision Model Debugger: A Sample-Free Approach to Finding and Fixing Bugs Chaoquan Jiang Jinqiang Wang Rui Hu Jitao Sang 62 0 0 09 Dec 2023
CODEX: A Cluster-Based Method for Explainable Reinforcement Learning Timothy K. Mathes Jessica Inman Andrés Colón Simon Khan OffRL 40 1 0 07 Dec 2023
k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis Shashank Kotyan Tatsuya Ueda Danilo Vasconcellos Vargas 73 2 0 07 Dec 2023
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling Talia Tseriotou Ryan Sze-Yin Chan Adam Tsakalidis I. Bilal E. Kochkina Terry Lyons Maria Liakata 62 1 0 06 Dec 2023
Calibrating dimension reduction hyperparameters in the presence of noise Justin Lin Julia Fukuyama 75 1 0 05 Dec 2023
Towards the Inferrence of Structural Similarity of Combinatorial Landscapes Mingyu Huang Ke Li 67 0 0 05 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 131 4 0 05 Dec 2023
A ripple in time: a discontinuity in American history Alexander Kolpakov Igor Rivin AI4TS 35 0 0 02 Dec 2023