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K-Deep Simplex: Deep Manifold Learning via Local Dictionaries
v1v2v3 (latest)

K-Deep Simplex: Deep Manifold Learning via Local Dictionaries

3 December 2020
Pranay Tankala
Abiy Tasissa
James M. Murphy
Demba E. Ba
ArXiv (abs)PDFHTML

Papers citing "K-Deep Simplex: Deep Manifold Learning via Local Dictionaries"

6 / 6 papers shown
Title
Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry
Sai Sumedh R. Hindupur
Ekdeep Singh Lubana
Thomas Fel
Demba Ba
105
10
0
03 Mar 2025
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
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
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
Harrish Thasarathan
Julian Forsyth
Thomas Fel
M. Kowal
Konstantinos G. Derpanis
146
10
0
06 Feb 2025
Where Do We Stand with Implicit Neural Representations? A Technical and
  Performance Survey
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey
Amer Essakine
Yanqi Cheng
Chun-Wun Cheng
Lipei Zhang
Zhongying Deng
Lei Zhu
Carola-Bibiane Schonlieb
Angelica I Aviles-Rivero
103
11
0
06 Nov 2024
Locality Regularized Reconstruction: Structured Sparsity and Delaunay
  Triangulations
Locality Regularized Reconstruction: Structured Sparsity and Delaunay Triangulations
Marshall Mueller
James M. Murphy
Abiy Tasissa
50
0
0
01 May 2024
Mixture Model Auto-Encoders: Deep Clustering through Dictionary Learning
Mixture Model Auto-Encoders: Deep Clustering through Dictionary Learning
Alexander Lin
Andrew H. Song
Demba E. Ba
71
5
0
10 Oct 2021
1