Towards Secure and Interpretable AI: Scalable Methods, Interactive Visualizations, and Practical Tools
The explosion of available idea repositories — scientific papers, patents, product descriptions — represents an unprecedented opportunity to accelerate innovation and lead to a wealth of discoveries. Given the scale of the problem and its…
SWARM: An Actuated Wearable for Mediating Affect
We present SWARM, a wearable affective technology designed to help a user to reflect on their own emotional state, modify their affect, and interpret the emotional states of others. SWARM aims for a universal design…
Decoding Multisensory Attention from Electroencephalography for Use in a Brain-Computer Interface
Brain-computer interfaces (BCIs) offer a non-verbal and covert way for humans to interact with a machine. They are designed to interpret user’s brain state that can be translated into action or other communication purposes. While…
Beautiful data with Dr. Nathalie Riche
Dr. Nathalie Riche envisions a future in which all of our data will be accessible, meaningful, compelling and artistic. And as a researcher in human computer interaction and information visualization at Microsoft Research, she’s working…
Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling
Microsoft Icecaps is a new open-source NLP toolkit featuring pre-trained models and an emphasis on conversational scenarios