Tackling sign language data inequity
ASL Citizen is the first crowdsourced sign language dataset, advancing the state of the art in sign recognition. The web-based project captured input from people in real-world settings, and from a diverse group of experts,…
PwR: Using representations for AI-powered software development
PwR uses domain-specific languages to bridge communication between developers and AI tools. Learn how it can help simplify code creation and enhance software reliability and customization, no matter your coding expertise.
Research Focus: Week of November 22, 2023
A new deep-learning compiler for dynamic sparsity; Tongue Tap could make tongue gestures viable for VR/AR headsets; Ranking LLM-Generated Loop Invariants for Program Verification; Assessing the limits of zero-shot foundation models in single-cell biology.
Accessibility and Assistive technology
With Emphasis on the Global South The work on accessibility at MSR India has spanned the range from spatial audio with HoloLens to the use of feature phones to reach children with vision impairments and…
Orca
Using AI, to improve AI Orca is a research team in Microsoft Research. Orca focuses on creating automated pipelines for creating high-quality synthetic data at scale, and training models for specialization and model self-improvement. Orca’s research…