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 47 1 0 05 Feb 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 56 8 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 61 0 0 28 Jan 2025
Multi-Tiered Self-Contrastive Learning for Medical Microwave Radiometry (MWR) Breast Cancer Detection C. Galazis Huiyi Wu Igor Goryanin 61 0 0 28 Jan 2025
Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths Yueyang Wang Kejun Tang Xili Wang Xiaoliang Wan Weiqing Ren Chao Yang 40 0 0 28 Jan 2025
Time Series Embedding Methods for Classification Tasks: A Review Yasamin Ghahremani Vangelis Metsis AI4TS 41 0 0 23 Jan 2025
Manifold learning and optimization using tangent space proxies Ryan A. Robinett Lorenzo Orecchia Samantha J. Riesenfeld 43 0 0 22 Jan 2025
Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios Marko Tuononen Dani Korpi Ville Hautamäki FAtt 38 1 0 10 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 49 3 0 03 Jan 2025
A Classifier-Based Approach to Multi-Class Anomaly Detection for Astronomical Transients Rithwik Gupta D. Muthukrishna Michelle Lochner 27 1 0 03 Jan 2025
Detecting Financial Bots on the Ethereum Blockchain Thomas Niedermayer Pietro Saggese Bernhard Haslhofer 55 3 0 03 Jan 2025
Personality Differences Drive Conversational Dynamics: A High-Dimensional NLP Approach Julia R. Fischer Nilam Ram 39 0 0 31 Dec 2024
Unified dimensionality reduction techniques in chronic liver disease detection Anand Karna Naina Khan Rahul Rauniyar Prashant Giridhar Shambharkar OOD 43 0 0 31 Dec 2024
MapExplorer: New Content Generation from Low-Dimensional Visualizations Xingjian Zhang Ziyang Xiong Shixuan Liu Yutong Xie Tolga Ergen Dongsub Shim Hua Xu Honglak Lee Qiaozhu Me 41 0 0 24 Dec 2024
Tracking the Feature Dynamics in LLM Training: A Mechanistic Study Yang Xu Yansen Wang Hao Wang 150 1 0 23 Dec 2024
Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces Nianze Tao OOD OODD BDL 108 0 0 16 Dec 2024
Machine Learning Analysis of Anomalous Diffusion Wenjie Cai Yi Hu X. Qu Hui Zhao Gongyi Wang Jing Li Zihan Huang 67 1 0 02 Dec 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 83 1 0 27 Nov 2024
CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs Suhas S Kowshik Abhishek Divekar Vijit Malik SyDa 37 0 0 13 Nov 2024
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation Chris Camaño Daniel Huang BDL GP 45 1 0 28 Oct 2024
Valid Bootstraps for Network Embeddings with Applications to Network Visualisation Emerald Dilworth Ed Davis Daniel J. Lawson 32 0 0 28 Oct 2024
Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective Zhexuan Liu Rong Ma Yiqiao Zhong 62 0 0 22 Oct 2024
Offline-to-online Reinforcement Learning for Image-based Grasping with Scarce Demonstrations Bryan Chan Anson Leung James Bergstra OffRL OnRL 62 0 0 19 Oct 2024
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling Yanan Ma Chenghao Xiao Chenhan Yuan Sabine N van der Veer Lamiece Hassan Chenghua Lin Goran Nenadic 42 0 0 19 Oct 2024
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception Jihao Zhao Zhiyuan Ji Pengnian Qi Simin Niu Bo Tang Zhiyu Li Zhiyu Li Zhiyu Li 84 4 0 16 Oct 2024
Point Cloud Novelty Detection Based on Latent Representations of a General Feature Extractor Shizuka Akahori S. Iizuka Ken Mawatari Kazuhiro Fukui 3DPC 37 1 0 13 Oct 2024
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings Di Wu Siyuan Li Chen Feng Lu Cao Yuyao Zhang Jie Yang Mohamad Sawan 33 0 0 13 Oct 2024
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements Jingyu Zhang Ahmed Elgohary Ahmed Magooda Daniel Khashabi Benjamin Van Durme 168 2 0 11 Oct 2024
More than Memes: A Multimodal Topic Modeling Approach to Conspiracy Theories on Telegram Elisabeth Steffen 31 0 0 11 Oct 2024
Variational Language Concepts for Interpreting Foundation Language Models Hengyi Wang Shiwei Tan Zhiqing Hong Desheng Zhang Hao Wang 34 3 0 04 Oct 2024
Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport Siqi Zeng Sixian Du M. Yamada Han Zhao OT 46 0 0 04 Oct 2024
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations Minoh Jeong Min Namgung Zae Myung Kim Dongyeop Kang Yao-Yi Chiang Alfred Hero 25 0 0 02 Oct 2024
BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation Zhengrui Guo F. Zhou Wei Wu Qichen Sun Lishuang Feng Jinzhuo Wang Hao Chen 41 1 0 02 Oct 2024
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation Catherine Yeh Donghao Ren Yannick Assogba Dominik Moritz Fred Hohman 38 0 0 01 Oct 2024
Exploring Social Media Image Categorization Using Large Models with Different Adaptation Methods: A Case Study on Cultural Nature's Contributions to People Rohaifa Khaldi Domingo Alcaraz-Segura Ignacio Sánchez-Herrera Javier Martinez-Lopez Carlos Javier Navarro Siham Tabik VLM 13 1 0 30 Sep 2024
OmniXAS: A Universal Deep-Learning Framework for Materials X-ray Absorption Spectra Shubha R. Kharel Fanchen Meng Xiaohui Qu Matthew R. Carbone Deyu Lu 34 0 0 29 Sep 2024
Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data Lukas Heine Fabian Horst Jana Fragemann Gijs Luijten M. Balzer Jan Egger F. Bahnsen M. Sarfraz Jens Kleesiek 27 0 0 25 Sep 2024
Quantifying Context Bias in Domain Adaptation for Object Detection Hojun Son Asma Almutairi Arpan Kusari AI4CE 29 0 0 23 Sep 2024
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 69 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 40 1 0 19 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 32 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 37 6 0 17 Sep 2024
Estimating Wage Disparities Using Foundation Models Keyon Vafa Susan Athey David M. Blei 86 1 0 15 Sep 2024
EMOdiffhead: Continuously Emotional Control in Talking Head Generation via Diffusion Jian Zhang Weijian Mai Zhijun Zhang VGen 40 0 0 11 Sep 2024
Label-free Monitoring of Self-Supervised Learning Progress Isaac Xu Scott Lowe Thomas Trappenberg 32 1 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 24 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 42 1 0 07 Sep 2024
From Latent to Engine Manifolds: Analyzing ImageBind's Multimodal Embedding Space Andrew Hamara Pablo Rivas 16 1 0 30 Aug 2024
Investigating Privacy Leakage in Dimensionality Reduction Methods via Reconstruction Attack Chayadon Lumbut Donlapark Ponnoprat 30 0 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 78 28 0 30 Aug 2024