Deep Learning World Munich, May 6-7 2019

[Quantum]

Deep Learning World

The premier conference covering the commercial deployment of deep learning

deeplearningworld.de

"Deep Learning World is the premier conference covering the commercial deployment of deep learning. The event’s mission is to foster breakthroughs in the value-driven operationalization of established deep learning methods. DLW runs parallel to the established Predictive Analytics World for Industry 4.0 at the same venue. Combo passes are available."
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Topics

Methods:

• Long Short-Term Memory (LSTM) Neural Networks
• Recurrent Neural Networks (RNN)
• Convolutional Neural Networks (CNN)
• Generative Adversarial Networks (GAN)
• Deep Reinforcement Learning (DRL)
• Capsule Networks (CapsNet)
• … and more

Applications:

• Image & Object Recognition
• Speech & (Handprint) Character Recognition
• Natural Language Processing & Generation
• Automatic Translation & Caption Generation
• Forecasting & Event Detection
• … and more.

Industries:

• Healthcare & Pharmacy
• Finance & Insurance
• Marketing & Sales
• Manufacturing & Logistics (Industry 4.0)
• Travel & Mobility
• … and others.

Challenges:

• Word Embeddings
• Model Interpretability & Visualization
• Transfer & One-Shot-Learning
• Model Factories & Management
• Model Bias & Overfitting
• Distributed & Federated Learning
• Attention Mechanisms
• … and further.

Tools:

• TensorFlow
• Scikit-learn
• Caffe
• Torch
• Deeplearning4j
• … and others.