Deep Learning World Munich, May 6-7 2019

Quantum

Founder of Emerging.Technology
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"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."

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.
 
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