Data and compute efficient equivariant convolutional networks

MHA Mohamed, C Gabriele, TS Cohen… - US Patent App. 17 …, 2021 - Google Patents
Certain aspects of the present disclosure provide a method of performing machine learning,
comprising: generating a neural network model; and training the neural network model for a …

System and method for rotation invariant fingerprint recognition

LI Zhinong, X Zhang - US Patent 12,223,764, 2025 - Google Patents
The present teaching relates to method, system, medium, and implementations for biometric
authentication. Rotation covariant convolution kernels at multiple convolution layers are …