Redundancy Reduction

Redundancy Reduction is a computational method that belongs to the class of content optimization techniques, distinguished by its specific function of minimizing repetitive or duplicative elements in generated outputs while preserving informational completeness and relevance within recommendation, error correction, pattern evaluation, and text summarization systems.

245

Publications

26K

Citations

729

Authors

303

Institutions

Publications per year

2017–2026

Parents

Diversity In RecommendationError CorrectionPattern EvaluationReference Database CurationStructural RedundancyText SummarizationTranscriptome Assembly

Publications

245

An Information-Maximization Approach to Blind Separation and Blind Deconvolution

Anthony J. Bell, Terrence J. Sejnowski · Neural Computation · 1995 · 9.2K citations

Computing, Computer Science, Information Theory +16

Image coding based on a fractal theory of iterated contractive image transformations

A. Jacquin · IEEE Transactions on Image Processing · 1992 · 1.3K citations

Arts, Computer Science, Computer Graphics +15

Context-based adaptive binary arithmetic coding in the H.264/AVC video compression standard

Detlev Marpe, Heiko Schwarz, Thomas Wiegand · IEEE Transactions on Circuits and Systems for Video Technology · 2003 · 1.2K citations

Engineering, Computer Engineering, Computer Science +17

Barlow Twins: Self-Supervised Learning via Redundancy Reduction

Jure Žbontar, Jing Li, Ishan Misra et al. · arXiv (Cornell University) · 2021 · 779 citations · Full text

Computing, Computer Science, Computer Vision +16

Redundancy reduction revisited

H. B. Barlow · Network Computation in Neural Systems · 2001 · 605 citations

Life Sciences, Neuroscience, Cognitive Neuroscience +15

1–5 of 245

Authors

729

GD
Gustavo Deco
Universitat Pompeu Fabra, Spain
7 publications · 172 citations
7
h-index
NP
Néstor Parga
Universidad Autónoma de Madrid, Spain
5 publications · 481 citations
5
h-index
JN
Jean‐Pierre Nadal
Centre National de la Recherche Scientifique, France
5 publications · 481 citations
5
h-index
MB
Matthias Bethge
University of Tübingen, Germany
4 publications · 131 citations
4
h-index
AR
Amanda Redlich
Institute for Advanced Study, United States
4 publications · 913 citations
4
h-index

1–5 of 729

Institutions

303

1–8 of 303

Venues

Neural Computation
10 publications · 10.4K citations
10
h-index
arXiv (Cornell University)
Repository · 9 publications · 1.4K citations
9
h-index
Network Computation in Neural Systems
8 publications · 1.2K citations
8
h-index
IEEE Transactions on Image Processing
6 publications · 2K citations
6
h-index
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
5 publications · 164 citations
5
h-index

1–5