Discrepancies among Pre-trained Deep Neural Networks: A New Threat to Model Zoo Reliability

Diego Montes, Pongpatapee Peerapatanapokin, Jeff Schultz +3

Training deep neural networks (DNNs) takes signifcant time and resources. A practice for expedited deployment is to use pre-trained deep neural networks (PTNNs), often from model z…