Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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7 results for Giovanni De Magistris

Focusing on What is Relevant: Time-Series Learning and Understanding using Attention
- - Phongtharin Vinayavekhin
  - Subhajit Chaudhury
  - et al.
- 2018
- ICPR 2018
OptLayer - Practical Constrained Optimization for Deep Reinforcement Learning in the Real World
- - Tu-Hoa Pham
  - Giovanni De Magistris
  - et al.
- 2018
- ICRA 2018
MaestROB: A Robotics Framework for Integrated Orchestration of Low-Level Control and High-Level Reasoning
- - Asim Munawar
  - Giovanni De Magistris
  - et al.
- 2018
- ICRA 2018
Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection
- - Tadanobu Inoue
  - Subhajit Chaudhury
  - et al.
- 2018
- ICIP 2018
Deep reinforcement learning for high precision assembly tasks
- - Tadanobu Inoue
  - Giovanni De Magistris
  - et al.
- 2017
- IROS 2017
Limiting the reconstruction capability of generative neural network using negative learning
- - Asim Munawar
  - Phongtharin Vinayavekhin
  - et al.
- 2017
- MLSP 2017
Spatio-Temporal anomaly detection for industrial robots through prediction in unsupervised feature space
- - Asim Munawar
  - Phongtharin Vinayavekhin
  - et al.
- 2017
- WACV 2017