Fully Complex-Valued Deep Learning Model for Visual Perception

Author:

Sikdar Aniruddh1,Udupa Sumanth2,Sundaram Suresh2

Affiliation:

1. Indian Institute of Science,Robert Bosch Centre for Cyber Physical Systems,Bengaluru,India

2. Indian Institute of Science,Department of Aerospace Engineering,Bengaluru,India

Publisher

IEEE

Reference24 articles.

1. Surreal: complex-valued learning as principled transformations on a scaling and rotation manifold;chakraborty;IEEE Transactions on Neural Networks and Learning Systems,2020

2. Reading digits in natural images with unsupervised feature learning;netzer,2011

3. Deep complex networks;trabelsi;CoRR,2017

4. Learning multiple layers of features from tiny images;krizhevsky,2009

5. Orthogonality of Decision Boundaries in Complex-Valued Neural Networks

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1. SKD-Net: Spectral-based Knowledge Distillation in Low-Light Thermal Imagery for robotic perception;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

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