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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
Out-of-Distribution Detection using Synthetic Data Generation Momin Abbas Muneeza Azmat R. Horesh Mikhail Yurochkin 174 2 0 05 Feb 2025
When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Felix Drinkall J. Pierrehumbert Stefan Zohren 157 0 0 04 Feb 2025
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Jiaxin Guo Cheng Chen Shuzhen Li Tianze Zhang 144 0 0 01 Feb 2025
Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths Yueyang Wang Kejun Tang Xili Wang Xiaoliang Wan Weiqing Ren Chao Yang 111 0 0 28 Jan 2025
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity Zahra Gharaee Scott C. Lowe ZeMing Gong Pablo Millán Arias Nicholas Pellegrino ... Lila Kari Dirk Steinke Graham W. Taylor Paul Fieguth Angel X. Chang 134 11 0 28 Jan 2025
Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Ivan Lopez Fateme Nateghi Haredasht Kaitlin Caoili Jonathan H. Chen Akshay S. Chaudhari MedIm SyDa 197 0 0 28 Jan 2025
Multi-Tiered Self-Contrastive Learning for Medical Microwave Radiometry (MWR) Breast Cancer Detection C. Galazis Huiyi Wu Igor Goryanin 82 0 0 28 Jan 2025
Time Series Embedding Methods for Classification Tasks: A Review Habib Irani Yasamin Ghahremani Arshia Kermani Vangelis Metsis AI4TS 190 0 0 23 Jan 2025
Manifold learning and optimization using tangent space proxies Ryan A. Robinett Lorenzo Orecchia Samantha J. Riesenfeld 69 0 0 22 Jan 2025
Improving Fine-Tuning with Latent Cluster Correction Cédric Ho Thanh 59 0 0 21 Jan 2025
Self-supervised Transformation Learning for Equivariant Representations Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 90 1 0 15 Jan 2025
ARES: Auxiliary Range Expansion for Outlier Synthesis Eui-Soo Jung Hae-Hun Seo Hyun-Woo Jung Je-Geon Oh Yoon-Yeong Kim OODD 126 0 0 11 Jan 2025
Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios Marko Tuononen Dani Korpi Ville Hautamäki FAtt 104 2 0 10 Jan 2025
Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training Hongxin Zhi Hongtao Yu Shaome Li Xiuming Zhao Yiteng Wu OOD 73 0 0 08 Jan 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study Atharva Mutsaddi Anvi Jamkhande Aryan Thakre Yashodhara Haribhakta 58 0 0 08 Jan 2025
ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-objective Evolutionary Algorithms Yuxin Ma Zherui Zhang Ran Cheng Yaochu Jin Kay Chen Tan 68 0 0 06 Jan 2025
AFed: Algorithmic Fair Federated Learning Huiqiang Chen Tianqing Zhu Wanlei Zhou Wei Zhao FedML 71 1 0 06 Jan 2025
Towards Multimodal Metaphor Understanding: A Chinese Dataset and Model for Metaphor Mapping Identification Dongyu Zhang Shengcheng Yin Jiahao Yu Zhiyao Wu Zhen Li Chengpei Xu Xiang Wang Feng Xia 346 0 0 05 Jan 2025
Detecting Financial Bots on the Ethereum Blockchain Thomas Niedermayer Pietro Saggese Bernhard Haslhofer 108 4 0 03 Jan 2025
Citations and Trust in LLM Generated Responses Yifan Ding Matthew Facciani Amrit Poudel Ellen Joyce Salvador Aguiñaga Balaji Veeramani Sanmitra Bhattacharya Tim Weninger HILM 140 4 0 03 Jan 2025
A Classifier-Based Approach to Multi-Class Anomaly Detection for Astronomical Transients Rithwik Gupta D. Muthukrishna Michelle Lochner 53 2 0 03 Jan 2025
Unified dimensionality reduction techniques in chronic liver disease detection Anand Karna Naina Khan Rahul Rauniyar Prashant Giridhar Shambharkar OOD 77 1 0 31 Dec 2024
Unsupervised discovery of the shared and private geometry in multi-view data Sai Koukuntla Joshua B. Julian Jesse C. Kaminsky Manuel Schottdorf David W. Tank C. Brody Adam S. Charles 114 1 0 31 Dec 2024
Personality Differences Drive Conversational Dynamics: A High-Dimensional NLP Approach Julia R. Fischer Nilam Ram 66 1 0 31 Dec 2024
Memory-Centric Computing: Recent Advances in Processing-in-DRAM O. Mutlu Ataberk Olgun Geraldo F. Oliveira Ismail Emir Yüksel 121 4 0 26 Dec 2024
Effective and secure federated online learning to rank Shuyi Wang 102 5 0 26 Dec 2024
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration Lucas Fernando Alvarenga e Silva Samuel Felipe dos Santos N. Sebe Jurandy Almeida 40 1 0 24 Dec 2024
MatchMiner-AI: An Open-Source Solution for Cancer Clinical Trial Matching Ethan Cerami Pavel Trukhanov Morgan A. Paul Michael J. Hassett Irbaz B. Riaz ... Matthew Galvin Stephen C. Van Nostrand Joyce Yu Tali Mazor Kenneth L. Kehl 84 2 0 23 Dec 2024
Tracking the Feature Dynamics in LLM Training: A Mechanistic Study Yang Xu Yansen Wang Hao Wang Hao Wang 410 4 0 23 Dec 2024
Cannot or Should Not? Automatic Analysis of Refusal Composition in IFT/RLHF Datasets and Refusal Behavior of Black-Box LLMs Alexander von Recum Christoph Schnabl Gabor Hollbeck Silas Alberti Philip Blinde Marvin von Hagen 145 2 0 22 Dec 2024
Out-of-Distribution Detection with Prototypical Outlier Proxy Mingrong Gong Chaoqi Chen Qingqiang Sun Yue Wang Hui Huang OODD 170 3 0 22 Dec 2024
"ScatSpotter" 2024 -- A Distributed Dog Poop Detection Dataset Jon Crall 116 0 0 21 Dec 2024
Dimension Reduction with Locally Adjusted Graphs Yingfan Wang Yiyang Sun Haiyang Huang Cynthia Rudin 144 1 0 19 Dec 2024
Clio: Privacy-Preserving Insights into Real-World AI Use Alex Tamkin Miles McCain Kunal Handa Esin Durmus Liane Lovitt ... Wes Mitchell Shan Carter Jack Clark Jared Kaplan Deep Ganguli 161 21 0 18 Dec 2024
Refining Dimensions for Improving Clustering-based Cross-lingual Topic Models Chia-Hsuan Chang Tien-Yuan Huang Yi-Hang Tsai Chia-Ming Chang San-Yih Hwang 83 0 0 17 Dec 2024
Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces Nianze Tao OOD OODD BDL 249 0 0 16 Dec 2024
Agtech Framework for Cranberry-Ripening Analysis Using Vision Foundation Models Faith Johnson Ryan Meegan Jack Lowry Peter Oudemans Kristin J. Dana 87 0 0 12 Dec 2024
Hyperbolic-constraint Point Cloud Reconstruction from Single RGB-D Images Wenrui Li Zhe Yang Wei Han Hengyu Man Xingtao Wang Xiaopeng Fan 3DPC 171 0 0 12 Dec 2024
Strategies and Challenges of Efficient White-Box Training for Human Activity Recognition Daniel Geissler Bo Zhou P. Lukowicz HAI 106 2 0 11 Dec 2024
Implicit Delta Learning of High Fidelity Neural Network Potentials Stephan Thaler Cristian Gabellini Nikhil Shenoy Prudencio Tossou AI4CE 164 1 0 08 Dec 2024
VISTA: A Panoramic View of Neural Representations Tom White 87 0 0 03 Dec 2024
R-Bot: An LLM-based Query Rewrite System Zhaoyan Sun Xuanhe Zhou Guoliang Li 114 6 0 02 Dec 2024
I Spy With My Little Eye: A Minimum Cost Multicut Investigation of Dataset Frames Patrick Knab Isaac Bravo Stefanie Walter Margret Keuper 134 1 0 02 Dec 2024
Learning Structured Representations with Hyperbolic Embeddings Aditya Sinha Siqi Zeng M. Yamada Han Zhao 157 3 0 02 Dec 2024
Machine Learning Analysis of Anomalous Diffusion Wenjie Cai Yi Hu X. Qu Hui Zhao Gongyi Wang Jing Li Zihan Huang 130 1 0 02 Dec 2024
Needle: A Generative AI-Powered Multi-modal Database for Answering Complex Natural Language Queries Mahdi Erfanian Mohsen Dehghankar Abolfazl Asudeh SyDa MedIm 25 0 0 01 Dec 2024
FLARE: Toward Universal Dataset Purification against Backdoor Attacks Linshan Hou Wei Luo Zhongyun Hua Songhua Chen L. Zhang Yiming Li AAML 174 0 0 29 Nov 2024
Wearable intelligent throat enables natural speech in stroke patients with dysarthria Chenyu Tang Shuo Gao Cong Li Wentian Yi Yuxuan Jin ... P. Smielewski Yu Pan Wenhui Song Martin Birchall Luigi G. Occhipint 168 1 0 27 Nov 2024
DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model JiHwan Moon Jihoon Park Jungeun Kim Jongseong Bae Hyeongwoo Jeon Ha Young Kim 140 1 0 26 Nov 2024
Oriented histogram-based vector field embedding for characterizing 4D CT data sets in radiotherapy F. Madesta Lukas Wimmert T. Gauer R. Werner T. Sentker 69 0 0 25 Nov 2024