Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label
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Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates

19 June 2020

Papers citing "Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates"

19 / 19 papers shown

Title
STRIDE: Sparse Techniques for Regression in Deep Gaussian Processes Simon Urbainczyk Aretha L. Teckentrup Jonas Latz GP 17 0 0 16 May 2025
Graph-based Semi-supervised and Unsupervised Methods for Local Clustering Zhaiming Shen Sung Ha Kang 35 0 0 28 Apr 2025
Why the Metric Backbone Preserves Community Structure Maximilien Dreveton Charbel Chucri Matthias Grossglauser Patrick Thiran 54 0 0 31 Dec 2024
MALADY: Multiclass Active Learning with Auction Dynamics on Graphs Gokul Bhusal Kevin Miller Ekaterina Merkurjev 38 0 0 14 Sep 2024
A mean curvature flow arising in adversarial training Leon Bungert Tim Laux Kerrek Stinson AAML 35 3 0 22 Apr 2024
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption Vasilii Feofanov Malik Tiomoko Aladin Virmaux 33 5 0 20 Oct 2023
Novel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets James Chapman Bohan Chen Zheng Tan Jeff Calder Kevin Miller Andrea L. Bertozzi 11 8 0 19 Jul 2023
Persistent Laplacian-enhanced Algorithm for Scarcely Labeled Data Classification Gokul Bhusal Ekaterina Merkurjev Guo-Wei Wei 28 1 0 25 May 2023
Consistency of Fractional Graph-Laplacian Regularization in Semi-Supervised Learning with Finite Labels Adrien Weihs Matthew Thorpe 8 2 0 14 Mar 2023
Few-shot Node Classification with Extremely Weak Supervision Song Wang Yushun Dong Kaize Ding Chen Chen Jundong Li 21 19 0 06 Jan 2023
Large data limit of the MBO scheme for data clustering: convergence of the dynamics Tim Laux Jona Lelmi 37 7 0 13 Sep 2022
Joint reconstruction-segmentation on graphs Jeremy Budd Y. Gennip J. Latz S. Parisotto Carola-Bibiane Schönlieb 24 3 0 11 Aug 2022
Label Efficient Regularization and Propagation for Graph Node Classification Tian Xie Rajgopal Kannan C.-C. Jay Kuo 27 2 0 19 Apr 2022
Digital Fingerprinting of Microstructures Michael White Alexander Tarakanov C. Race P. Withers K. Law 34 7 0 25 Mar 2022
Semi-supervised Learning on Large Graphs: is Poisson Learning a Game-Changer? Canh Hao Nguyen SSL 15 2 0 28 Feb 2022
Eikonal depth: an optimal control approach to statistical depths M. Molina-Fructuoso Ryan W. Murray MDE 26 4 0 14 Jan 2022
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning Xiaoang Shen Guokai Zhang Huilin Lai Jihao Luo Jianwei Lu Ye Luo 27 14 0 26 Aug 2021
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning Sheng Wan Shirui Pan Jian Yang Chen Gong SSL 22 137 0 15 Sep 2020
Improved spectral convergence rates for graph Laplacians on epsilon-graphs and k-NN graphs Jeff Calder Nicolas García Trillos 35 40 0 29 Oct 2019