Computing Technology as Racial Infrastructure: A History of the Present & Blueprint for Black Future(s)
In recent years computing technology stakeholders have increasingly begun to ask questions about how to make our technology less biased, more fair, increasingly equitable, and even explicitly anti-racist. When it comes to how to make…
Zero-Shot Detection via Vision and Language Knowledge Distillation
In this talk, I will introduce our recent work about ViLD, a training method via Vision and Language knowledge Distillation. We distill the knowledge from a pre-trained zero-shot image classification model (e.g., CLIP) into a…
Microsoft at UAI 2021
Microsoft is proud to be a silver sponsor of the 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021).
Probabilistic DAG Search
Microsoft KaggleDBQA Dataset: Realistic Evaluation of Text-to-SQL Parsers
Microsoft KaggleDBQA is a cross-domain and complex evaluation dataset of real Web databases, with domain-specific data types, original formatting, and unrestricted questions. It also provides database documentation, which contain rich in-domain knowledge. The nature of…