Publications
View AllInverse molecular design using machine learning: Generative models for matter engineering
The discovery of new materials can bring enormous societal and technological progress. In this context, exploring completely the large space of potential materials is computatio...
Shortcut learning in deep neural networks
Deep learning has triggered the current rise of artificial intelligence and is the workhorse of today’s machine intelligence. Numerous success stories have rapidly spread all ov...
Moment Matching for Multi-Source Domain Adaptation
Conventional unsupervised domain adaptation (UDA) assumes that training data are sampled from a single domain. This neglects the more practical scenario where training data are ...
Institution Info
- Type
- facility
- Country
- CA
- Publications
- 4
- Citations
- 7,808
External Links
Identifiers
- ROR
- https://ror.org/03kqdja62