Computer vision
Teaching machines to interpret and reason about the visual world, from object recognition to medical imaging.
Video
VNLA via Imitation Learning with Indirect Intervention
We present Vision-based Navigation with Language-based Assistance (VNLA), a grounded vision-language task where an agent with visual perception is guided via language to find objects in photorealistic indoor environments. The task emulates a real-world scenario…
Microsoft Research Blog
2019 Dissertation Grant recipients embarking on diverse paths to scientific and societal impact
I’m pleased to announce the winners of the 2019 Microsoft Research Dissertation Grants. Each dissertation grant provides up to $25,000 in funding to doctoral students at North American universities who are underrepresented in the field…
Video
Models as Code: Differentiable Programming with Zygote
Scientific computing is increasingly incorporating the advancements in machine learning and the ability to work with large amounts of data. At the same time, machine learning models are becoming increasingly sophisticated and exhibit many features…
Publication