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Found 5 papers, 1 papers with code
Addressing the Regulatory Gap: Moving Towards an EU AI Audit Ecosystem Beyond the AIA by Including Civil Society
By considering the value of third-party audits and third-party data access in an audit ecosystem, we identify a regulatory gap in that the Artificial Intelligence Act does not provide access to data for researchers and civil society.
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification
We propose a metric for identifying superpixels with an uncertain classification and evaluate two medical applications, namely tumor area and invasive margin estimation and tumor composition analysis.
ActCooLR – High-Level Learning Rate Schedules using Activation Pattern Temperature
We consider the aspect of learning rate (LR-)scheduling in neural networks, which often significantly affects achievable training time and generalization performance.
Ringing ReLUs: Harmonic Distortion Analysis of Nonlinear Feedforward Networks
In this paper, we apply harmonic distortion analysis to understand the effect of nonlinearities in the spectral domain.
Progressive Stochastic Binarization of Deep Networks
By focusing computational attention using progressive sampling, we reduce inference costs on ImageNet further by a factor of up to 33% (before network pruning).
