Web: http://arxiv.org/abs/2204.00491

Sept. 21, 2022, 1:13 a.m. | Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper

cs.CV updates on arXiv.org arxiv.org

Over the last years, Convolutional Neural Networks (CNNs) have been the
dominating neural architecture in a wide range of computer vision tasks. From
an image and signal processing point of view, this success might be a bit
surprising as the inherent spatial pyramid design of most CNNs is apparently
violating basic signal processing laws, i.e. Sampling Theorem in their
down-sampling operations. However, since poor sampling appeared not to affect
model accuracy, this issue has been broadly neglected until model robustness …

arxiv overfitting pooling

More from arxiv.org / cs.CV updates on arXiv.org

Research Scientists

@ ODU Research Foundation | Norfolk, Virginia

Embedded Systems Engineer (Robotics)

@ Neo Cybernetica | Bedford, New Hampshire

2023 Luis J. Alvarez and Admiral Grace M. Hopper Postdoc Fellowship in Computing Sciences

@ Lawrence Berkeley National Lab | San Francisco, CA

Senior Manager Data Scientist

@ NAV | Remote, US

Senior AI Research Scientist

@ Earth Species Project | Remote anywhere

Research Fellow- Center for Security and Emerging Technology (Multiple Opportunities)

@ University of California Davis | Washington, DC

Staff Fellow - Data Scientist

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Staff Fellow - Senior Data Engineer

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Machine Learning Data Engineer Intern (Jyoti Dharna)

@ Benson Hill | St. Louis, Missouri

Software Engineer / SDE I, Chime SDK Video Research Engineering

@ Amazon.com | East Palo Alto, California, USA

IND (New) Senior ML Ops Engineer - WiQ

@ Quantium | Hyderabad

Data Engineer

@ LendingTree | Remote