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Many Perception Tasks are Highly Redundant Functions of their Input Data

Many Perception Tasks are Highly Redundant Functions of their Input Data

18 July 2024
Rahul Ramesh
Anthony Bisulco
Ronald W. DiTullio
Linran Wei
Vijay Balasubramanian
Kostas Daniilidis
Pratik Chaudhari
ArXivPDFHTML

Papers citing "Many Perception Tasks are Highly Redundant Functions of their Input Data"

4 / 4 papers shown
Title
Beyond Normal: On the Evaluation of Mutual Information Estimators
Beyond Normal: On the Evaluation of Mutual Information Estimators
Paweł Czyż
Frederic Grabowski
Julia E. Vogt
N. Beerenwinkel
Alexander Marx
26
31
0
19 Jun 2023
The Training Process of Many Deep Networks Explores the Same
  Low-Dimensional Manifold
The Training Process of Many Deep Networks Explores the Same Low-Dimensional Manifold
J. Mao
Itay Griniasty
H. Teoh
Rahul Ramesh
Rubing Yang
M. Transtrum
J. Sethna
Pratik Chaudhari
3DPC
29
7
0
02 May 2023
The Intrinsic Dimension of Images and Its Impact on Learning
The Intrinsic Dimension of Images and Its Impact on Learning
Phillip E. Pope
Chen Zhu
Ahmed Abdelkader
Micah Goldblum
Tom Goldstein
175
256
0
18 Apr 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg
3DV
226
74,467
0
18 May 2015
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