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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"

50 / 2,086 papers shown

Title
Trainable and Explainable Simplicial Map Neural Networks Eduardo Paluzo-Hidalgo Miguel A. Gutiérrez-Naranjo Rocio Gonzalez-Diaz AAML 64 1 0 29 May 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 147 120 0 29 May 2023
DeepSI: Interactive Deep Learning for Semantic Interaction Yail Bian Chris North HAI 118 15 0 26 May 2023
ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection Jeeho Hyun Sangyun Kim Giyoung Jeon Seung Hwan Kim Kyunghoon Bae Byungjin Kang UQCV 135 45 0 26 May 2023
Prototype-Based Interpretability for Legal Citation Prediction Chunyan Luo R. Bhambhoria Samuel Dahan Xiao-Dan Zhu ELM AILaw 104 7 0 25 May 2023
UMat: Uncertainty-Aware Single Image High Resolution Material Capture Carlos Rodriguez-Pardo Henar Dominguez-Elvira David Pascual-Hernández Elena Garces 74 16 0 25 May 2023
Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation Hao Li Viktor Schlegel Riza Batista-Navarro Goran Nenadic 61 7 0 25 May 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation S. Vincent R. Flynn Carolina Scarton 82 4 0 25 May 2023
Large Language Models for User Interest Journeys Konstantina Christakopoulou Alberto Lalama Cj Adams Iris Qu Yifat Amir ... Dina Bseiso Sarah Scodel Lucas Dixon Ed H. Chi Minmin Chen 102 30 0 24 May 2023
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks Dhruv Nandakumar Devin Quinn Elijah Soba Eunyoung Kim Christopher Redino Chris Chan K. Choi Abdul Rahman Edward Bowen 35 2 0 24 May 2023
Feature-aligned N-BEATS with Sinkhorn divergence Joon-Young Lee Myeongho Jeon Myung-joo Kang Kyung-soon Park AI4TS 61 0 0 24 May 2023
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings William Brannon Wonjune Kang S. Fulay Hang Jiang Brandon Roy Dwaipayan Roy Jad Kabbara SSL 83 23 0 23 May 2023
Disentangled Variational Autoencoder for Emotion Recognition in Conversations Kailai Yang Tianlin Zhang Sophia Ananiadou DRL 95 11 0 23 May 2023
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification Yuxiao Li Santiago Mazuelas Yuan-Chung Shen 112 8 0 23 May 2023
SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities Hugues van Assel Titouan Vayer Rémi Flamary Nicolas Courty 87 9 0 23 May 2023
Physics-Assisted Reduced-Order Modeling for Identifying Dominant Features of Transonic Buffet Jing Wang Hairun Xie Miao Zhang Hui Xu 94 10 0 23 May 2023
Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effective GNN-to-MLP Distillation Framework Lirong Wu Haitao Lin Yufei Huang Tianyu Fan Stan Z. Li 96 29 0 18 May 2023
A benchmark for computational analysis of animal behavior, using animal-borne tags Benjamin Hoffman M. Cusimano V. Baglione D. Canestrari D. Chevallier ... O. Vainio A. Vehkaoja Ken Yoda Katie Zacarian A. Friedlaender 68 7 0 18 May 2023
Nine tips for ecologists using machine learning Marine Desprez Vincent Miele O. Gimenez 128 3 0 17 May 2023
UOR: Universal Backdoor Attacks on Pre-trained Language Models Wei Du Peixuan Li Yue Liu Haodong Zhao Gongshen Liu AAML 59 9 0 16 May 2023
CREMP: Conformer-Rotamer Ensembles of Macrocyclic Peptides for Machine Learning Colin A. Grambow Hayley Weir Christian N Cunningham Tommaso Biancalani Kangway V Chuang 69 8 0 14 May 2023
ActUp: Analyzing and Consolidating tSNE and UMAP Andrew Draganov Jakob Rødsgaard Jørgensen Katrine Scheel Nellemann Davide Mottin Ira Assent Tyrus Berry Çigdem Aslay 28 6 0 12 May 2023
Collection Space Navigator: An Interactive Visualization Interface for Multidimensional Datasets Tillmann Ohm M. Sola Andres Karjus Maximilian Schich 52 6 0 11 May 2023
Augmented Memory: Capitalizing on Experience Replay to Accelerate De Novo Molecular Design Jeff Guo P. Schwaller 78 10 0 10 May 2023
Who is Speaking Actually? Robust and Versatile Speaker Traceability for Voice Conversion Yanzhen Ren Hongcheng Zhu Liming Zhai Zongkun Sun Rubing Shen Lina Wang 71 9 0 09 May 2023
Comparing Foundation Models using Data Kernels Brandon Duderstadt Hayden S. Helm Carey E. Priebe 80 5 0 09 May 2023
Is AUC the best measure for practical comparison of anomaly detectors? V. Škvára Tomás Pevný Václav Smídl 25 2 0 08 May 2023
Science and Technology Ontology: A Taxonomy of Emerging Topics Mahender Kumar R. Rani M. Bottarelli Gregory Epiphaniou Carsten Maple AI4TS 13 0 0 06 May 2023
Materials Informatics: An Algorithmic Design Rule B. Bishnoi 58 0 0 05 May 2023
AttentionViz: A Global View of Transformer Attention Catherine Yeh Yida Chen Aoyu Wu Cynthia Chen Fernanda Viégas Martin Wattenberg ViT 79 55 0 04 May 2023
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion Seongmin Lee Benjamin Hoover Hendrik Strobelt Zijie J. Wang Sheng-Hsuan Peng Austin P. Wright Kevin Wenliang Li Haekyu Park Haoyang Yang Duen Horng Chau 77 23 0 04 May 2023
Optimizing Drug Design by Merging Generative AI With Active Learning Frameworks Isaac Filella-Merce Alexis Molina Marek Orzechowski Lucía Díaz Yangnv Zhu Julia Vilalta Mor Laura Malo Ajay Yekkirala Soumya S. Ray Víctor Guallar AI4CE 18 6 0 04 May 2023
Curating corpora with classifiers: A case study of clean energy sentiment online M. V. Arnold P. Dodds C. Danforth 112 0 0 04 May 2023
Discovering Communication Pattern Shifts in Large-Scale Labeled Networks using Encoder Embedding and Vertex Dynamics Cencheng Shen Jonathan Larson Ha Trinh Xihan Qin V. Prisacariu Carey E. Priebe 75 8 0 03 May 2023
Representation Learning via Manifold Flattening and Reconstruction Michael Psenka Druv Pai Vishal Raman S. Sastry Yi Ma 75 10 0 02 May 2023
Shared Latent Space by Both Languages in Non-Autoregressive Neural Machine Translation DongNyeong Heo Heeyoul Choi 62 0 0 02 May 2023
Leveraging Language Representation for Material Recommendation, Ranking, and Exploration Jiaxing Qu Yuxuan Richard Xie K. Ciesielski Claire E. Porter E. Toberer Elif Ertekin 70 3 0 01 May 2023
High-dimensional Clustering onto Hamiltonian Cycle Tianyi Huang Sheng-Hsien Cheng Stan Z. Li Zhengjun Zhang 43 7 0 27 Apr 2023
pyBibX -- A Python Library for Bibliometric and Scientometric Analysis Powered with Artificial Intelligence Tools Valdecy Pereira Marcio Pereira Basilio Carlos Henrique Tarjano Santos 46 11 0 27 Apr 2023
A Method for Classifying Snow Using Ski-Mounted Strain Sensors Florian McLelland F. V. Breugel 53 2 0 27 Apr 2023
On Manifold Learning in Plato's Cave: Remarks on Manifold Learning and Physical Phenomena Roy R. Lederman B. Toader DRL 56 4 0 27 Apr 2023
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning Tuomas Haarnoja Ben Moran Guy Lever Sandy H. Huang Dhruva Tirumala ... Andrea Huber N. Hurley F. Nori R. Hadsell N. Heess 136 153 0 26 Apr 2023
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11 James Gung Raphael Shu Emily Moeng Wesley Rose Salvatore Romeo Yassine Benajiba Arshit Gupta Saab Mansour Yi Zhang 101 8 0 25 Apr 2023
Customized Load Profiles Synthesis for Electricity Customers Based on Conditional Diffusion Models Zhen-yu Wang Hongcai Zhang DiffM 100 17 0 24 Apr 2023
Task-Adaptive Pseudo Labeling for Transductive Meta-Learning Sang-Hoon Lee Seunghyun Lee B. Song 87 0 0 21 Apr 2023
Ellipsoid fitting with the Cayley transform Omar Melikechi David B. Dunson 23 2 0 20 Apr 2023
Disentangling Neuron Representations with Concept Vectors Laura O'Mahony Vincent Andrearczyk Henning Muller Mara Graziani MILM 102 14 0 19 Apr 2023
SelfAct: Personalized Activity Recognition based on Self-Supervised and Active Learning Luca Arrotta Gabriele Civitarese Samuele Valente Claudio Bettini 98 1 0 19 Apr 2023
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision Seongho Joe Byoungjip Kim Ho. Kang Kyoungwon Park Bogun Kim Jaeseon Park Joonseok Lee Youngjune Gwon SSL 60 2 0 19 Apr 2023
Multimodal Group Activity Dataset for Classroom Engagement Level Prediction Alpay Sabuncuoglu T. Metin Sezgin 53 3 0 18 Apr 2023