Nvidia Corporation

Fausto Milletari

Daguang Xu

Andrew Feng

Dong Yang

Yan Cheng

Ziyue Xu

Ling Zhang

Wenqi Li

Rong Ou

Nicola Christin Rieke

Xiaosong Wang

Holger Reinhard Roth

Wentao Zhu

Te-Chung Isaac Yang

Maximilian Baust

Charles Jonathan Hancox

Apparatuses, systems, and techniques to detect object in images including digital representations of those objects. In at least one embodiment, one or more objects are detected in an image based, at least in part, on points corresponding to a surface of one or more objects.

Object detection using one or more neural networks

Apparatuses, systems, and techniques to perform federated training of neural networks while maintaining control over dissemination of local models of neural networks from which aspects of local training data might be extracted. In at least one embodiment, a neural network is trained on local training data and a local model is provided to be aggregated with other local models into a global model that is in turn used for further local model training, wherein a provided local model or training is adjusted to reduce an ability to extract aspects of local training data therefrom.

Neural network trained using federated learning with local training data preserved at local edge circuits

Apparatuses, systems, and techniques to collaboratively train one or more machine learning models. Parameter reviewers may be configured to compare sets of machine learning model parameter information in order to generate one or more machine learning models, such as neural networks.

Processor and system to train machine learning models based on comparing accuracy of model parameters

In at least one embodiment, a reinforcement-learning-based searching approach is used to produce a training configuration for a machine-learning model. In at least one embodiment, 3D medical image segmentation is performed using learned image preprocessing parameters.

Training strategy search using reinforcement learning

Growing community of inventors

Munich, Germany

Fausto Milletari