Fast and Robust Archetypal Analysis for Representation Learning

26 May 2014

Papers citing "Fast and Robust Archetypal Analysis for Representation Learning"

24 / 24 papers shown

Title
A Survey on Archetypal Analysis Aleix Alcacer Irene Epifanio Sebastian Mair Morten Mørup 57 0 0 16 Apr 2025
The Signed Two-Space Proximity Model for Learning Representations in Protein-Protein Interaction Networks Nikolaos Nakis Chrysoula Kosma Anastasia Brativnyk Michail Chatzianastasis Iakovos Evdaimon Michalis Vazirgiannis 102 0 0 05 Mar 2025
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models Thomas Fel Ekdeep Singh Lubana Jacob S. Prince M. Kowal Victor Boutin Isabel Papadimitriou Binxu Wang Martin Wattenberg Demba Ba Talia Konkle 76 8 0 18 Feb 2025
Fast Semi-supervised Unmixing using Non-convex Optimization Behnood Rasti Alexandre Zouaoui Julien Mairal Jocelyn Chanussot 23 4 0 23 Jan 2024
Biarchetype analysis: simultaneous learning of observations and features based on extremes Aleix Alcacer Irene Epifanio X. Gual-Arnau 38 2 0 18 Nov 2023
Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package Behnood Rasti Alexandre Zouaoui Julien Mairal Jocelyn Chanussot OCL 35 16 0 18 Aug 2023
SUnAA: Sparse Unmixing using Archetypal Analysis Behnood Rasti Alexandre Zouaoui Julien Mairal Jocelyn Chanussot 37 8 0 09 Aug 2023
3D Human Mesh Estimation from Virtual Markers Xiaoxuan Ma Jiajun Su Chun-yu Wang Wenjie Zhu Yizhou Wang 3DH 110 52 0 21 Mar 2023
Archetypal Analysis++: Rethinking the Initialization Strategy Sebastian Mair Jens Sjölund 105 1 0 31 Jan 2023
Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing Alexandre Zouaoui Gedeon Muhawenayo Behnood Rasti Jocelyn Chanussot Julien Mairal 69 17 0 22 Sep 2022
Probabilistic methods for approximate archetypal analysis Ruijian Han Braxton Osting Dong Wang Yiming Xu 53 6 0 12 Aug 2021
Consistency of archetypal analysis Braxton Osting Dong Wang Yiming Xu Dominique Zosso 37 4 0 16 Oct 2020
Demographic Influences on Contemporary Art with Unsupervised Style Embeddings Nikolai Huckle Noa Garcia Yuta Nakashima 88 6 0 30 Sep 2020
Discrete Laplace Operator Estimation for Dynamic 3D Reconstruction Xiangyu Xu Enrique Dunn 50 10 0 29 Aug 2019
Multiscale CNN based Deep Metric Learning for Bioacoustic Classification: Overcoming Training Data Scarcity Using Dynamic Triplet Loss Anshul Thakur Daksh Thapar Padmanabhan Rajan A. Nigam 56 37 0 26 Mar 2019
Conv-codes: Audio Hashing For Bird Species Classification Anshul Thakur Pulkit Sharma V. Abrol Padmanabhan Rajan 21 3 0 07 Feb 2019
Finding Archetypal Spaces Using Neural Networks David van Dijk Daniel B. Burkhardt Matthew Amodio Alexander Tong Guy Wolf Smita Krishnaswamy 68 14 0 25 Jan 2019
Robust multivariate and functional archetypal analysis with application to financial time series analysis Jesús Moliner I. Epifanio 31 18 0 01 Oct 2018
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis Daan Wynen Cordelia Schmid Julien Mairal 76 27 0 28 May 2018
Prototypal Analysis and Prototypal Regression Chenyue Wu E. Tabak 60 13 0 31 Jan 2017
Self-expressive Dictionary Learning for Dynamic 3D Reconstruction Enliang Zheng Dinghuang Ji Enrique Dunn Jan-Michael Frahm 51 11 0 22 May 2016
Representing Data by a Mixture of Activated Simplices Chunyu Wang John Flynn Yizhou Wang Alan Yuille 63 2 0 12 Dec 2014
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 106 491 0 12 Nov 2014
Enhancing Pure-Pixel Identification Performance via Preconditioning Nicolas Gillis Wing-Kin Ma 146 12 0 20 Jun 2014