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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
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images Zhecan Wang Junzhang Liu Chia-Wei Tang Hani Alomari Anushka Sivakumar ... Haoxuan You A. Ishmam Kai-Wei Chang Shih-Fu Chang Chris Thomas CoGe VLM 171 2 0 19 Sep 2024
Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models Xinyu Zhou Delong Chen Samuel Cahyawijaya Xufeng Duan Zhenguang G. Cai 72 1 0 19 Sep 2024
Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition Chien-Chun Wang Li-Wei Chen Cheng-Kang Chou Hung-Shin Lee Berlin Chen Hsin-Min Wang 65 0 0 19 Sep 2024
Ethical software requirements from user reviews: A systematic literature review Aakash Sorathiya Gouri Ginde 40 2 0 18 Sep 2024
Unlocking NACE Classification Embeddings with OpenAI for Enhanced Analysis and Processing Andrea Vidali Nicola Jean Giacomo Le Pera 16 1 0 17 Sep 2024
FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction Ziwei Li Xiaoqi Wang Hong-You Chen Han-Wei Shen Wei-Lun Chao FedML 144 1 0 17 Sep 2024
Cost-informed dimensionality reduction for structural digital twin technologies A. Hughes Keith Worden Nikolaos Dervilis T. Rogers 48 0 0 17 Sep 2024
Diversity-grounded Channel Prototypical Learning for Out-of-Distribution Intent Detection Bo Liu Liming Zhan Yujie Feng Zexin Lu Chengqiang Xie Lei Xue Albert Y. S. Lam Xiao-Ming Wu OODD 111 1 0 17 Sep 2024
Active learning for energy-based antibody optimization and enhanced screening Kairi Furui Masahito Ohue 93 0 0 17 Sep 2024
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 130 12 0 17 Sep 2024
Visualizing Temporal Topic Embeddings with a Compass Daniel Palamarchuk Lemara Williams Brian Mayer Thomas Danielson Rebecca Faust Larry Deschaine Chris North AI4TS 52 1 0 16 Sep 2024
LASERS: LAtent Space Encoding for Representations with Sparsity for Generative Modeling Xin Li Anand Sarwate 53 0 0 16 Sep 2024
Extrapolative ML Models for Copolymers Israrul H. Hashmi Himanshu Rahul Karmakar T. Patra 18 0 0 15 Sep 2024
Estimating Wage Disparities Using Foundation Models Keyon Vafa Susan Athey David M. Blei 181 3 0 15 Sep 2024
Detect Fake with Fake: Leveraging Synthetic Data-driven Representation for Synthetic Image Detection Hina Otake Yoshihiro Fukuhara Yoshiki Kubotani Shigeo Morishima ViT 88 0 0 13 Sep 2024
EMOdiffhead: Continuously Emotional Control in Talking Head Generation via Diffusion Jian Zhang Weijian Mai Zhijun Zhang VGen 62 0 0 11 Sep 2024
Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems Yongsu Ahn Quinn K. Wolter Jonilyn Dick Janet Dick Yu-Ru Lin HAI 101 0 0 10 Sep 2024
Benchmarking Sub-Genre Classification For Mainstage Dance Music Hongzhi Shu Xinglin Li Hongyu Jiang Minghao Fu Xinyu Li 44 0 0 10 Sep 2024
Label-free Monitoring of Self-Supervised Learning Progress Isaac Xu Scott Lowe Thomas Trappenberg 116 1 0 10 Sep 2024
Mapping News Narratives Using LLMs and Narrative-Structured Text Embeddings Jan Elfes 38 1 0 10 Sep 2024
PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching Daniel Rose O. Wieder T. Seidel Thierry Langer 48 0 0 10 Sep 2024
QiBERT -- Classifying Online Conversations Messages with BERT as a Feature Bruno D. Ferreira-Saraiva Zuil Pirola J. Matos-Carvalho Manuel Marques-Pita 65 0 0 09 Sep 2024
Metadata augmented deep neural networks for wild animal classification Aslak Tøn Ammar Ahmed Ali Shariq Imran Mohib Ullah R. Muhammad Atif Azad 69 3 0 07 Sep 2024
Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning Isaac Ray Alexei Skurikhin 202 0 0 05 Sep 2024
WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild Yuntian Deng Wenting Zhao Jack Hessel Xiang Ren Claire Cardie Yejin Choi VLM 61 6 0 05 Sep 2024
Exploratory Visual Analysis for Increasing Data Readiness in Artificial Intelligence Projects Mattias Tiger Daniel Jakobsson Anders Ynnerman Fredrik Heintz Daniel Jonsson 53 0 0 05 Sep 2024
Backdoor Defense through Self-Supervised and Generative Learning Ivan Sabolić Ivan Grubišić Siniša Šegvić AAML 113 0 0 02 Sep 2024
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models Martin Mayr Marcel Dreier Florian Kordon Mathias Seuret Jochen Zöllner Fei Wu Andreas Maier Vincent Christlein DiffM 132 1 0 01 Sep 2024
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging Yangfan Deng Hamad Albidah Ahmed Dallal Jijun Yin Zhi-Hong Mao 29 0 0 31 Aug 2024
From Latent to Engine Manifolds: Analyzing ImageBind's Multimodal Embedding Space Andrew Hamara Pablo Rivas 59 1 0 30 Aug 2024
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction Melkamu Mersha Khang Lam Joseph Wood Ali AlShami Jugal Kalita XAI AI4TS 306 38 0 30 Aug 2024
Investigating Privacy Leakage in Dimensionality Reduction Methods via Reconstruction Attack Chayadon Lumbut Donlapark Ponnoprat 60 0 0 30 Aug 2024
A Hybrid Framework for Spatial Interpolation: Merging Data-driven with Domain Knowledge Cong Zhang S. Du Hongqing Song Yuhe Wang 61 1 0 28 Aug 2024
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature Uri Katz Mosh Levy Yoav Goldberg 61 5 0 28 Aug 2024
Triplètoile: Extraction of Knowledge from Microblogging Text Vanni Zavarella Sergio Consoli Diego Reforgiato Recupero Gianni Fenu Simone Angioni Davide Buscaldi D. Dessí Francesco Osborne 62 2 0 27 Aug 2024
How Diffusion Models Learn to Factorize and Compose Qiyao Liang Ziming Liu Mitchell Ostrow Ila Fiete DiffM CoGe 62 8 0 23 Aug 2024
ADRS-CNet: An adaptive dimensionality reduction selection and classification network for DNA storage clustering algorithms Bowen Liu Jiankun Li 18 0 0 22 Aug 2024
Generating Realistic X-ray Scattering Images Using Stable Diffusion and Human-in-the-loop Annotations Zhuowen Zhao Xiaoya Chong Tanny Chavez Alexander Hexemer 86 1 0 22 Aug 2024
Efficient Detection of Toxic Prompts in Large Language Models Yi Liu Junzhe Yu Huijia Sun Ling Shi Gelei Deng Yuqi Chen Yang Liu 98 6 0 21 Aug 2024
Supervised Representation Learning towards Generalizable Assembly State Recognition Tim J. Schoonbeek Goutham Balachandran H. Onvlee Tim Houben Shao-Hsuan Hung Jacek Kustra Peter H. N. de With Fons van der Sommen 83 1 0 21 Aug 2024
First line of defense: A robust first layer mitigates adversarial attacks Janani Suresh Nancy Nayak Sheetal Kalyani AAML 58 0 0 21 Aug 2024
Interactive Counterfactual Generation for Univariate Time Series U. Schlegel Julius Rauscher Daniel A. Keim AI4TS 68 1 0 20 Aug 2024
Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models Shashank Kotyan Pin-Yu Chen Danilo Vasconcellos Vargas OOD 74 0 0 17 Aug 2024
HELP: Hierarchical Embeddings-based Log Parsing Andy Xu Arno Gau 54 2 0 15 Aug 2024
Sonic: Fast and Transferable Data Poisoning on Clustering Algorithms Francesco Villani Dario Lazzaro Antonio Emanuele Cinà Matteo DellÁmico Battista Biggio Fabio Roli 94 1 0 14 Aug 2024
"Normalized Stress" is Not Normalized: How to Interpret Stress Correctly Kiran J. Smelser Jacob Miller Stephen Kobourov 101 1 0 14 Aug 2024
GeneticPrism: Multifaceted Visualization of Scientific Impact Evolutions Ye Sun Zipeng Liu Yuankai Luo Lei Xia Lei Shi 41 0 0 14 Aug 2024
The Adaptive Strategies of Anti-Kremlin Digital Dissent in Telegram during the Russian Invasion of Ukraine Apaar Bawa Ugur Kursuncu Dilshod Achilov V. Shalin 39 1 0 13 Aug 2024
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency Hongzhou Chen Lianghua He Yihang Liu Longzhen Yang 68 1 0 13 Aug 2024
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary Ines Gomes Luís F. Teixeira Jan N. van Rijn Carlos Soares André Restivo Luís Cunha Moisés Santos FAtt 57 1 0 12 Aug 2024