Ushering in Needed Change in the Pursuit of More Diverse Datasets
Sony AI, Research Scientist, Jerone Andrews’ paper, "Measure Dataset Diversity, Don't Just Claim It", has won a Best Paper Award at ICML 2024. This...
Celebrating the Women of Sony AI: Sharing Insights, Inspiration, and Advice
In March, the world commemorates the accomplishments of women throughout history and celebrates those of today. The United States observes March as...
Navigating Responsible Data Curation Takes the Spotlight at NeurIPS 2023
The field of Human-Centric Computer Vision (HCCV) is rapidly progressing, and some researchers are raising a red flag on the current ethics of data...
Sony AI Reveals New Research Contributions at NeurIPS 2023
Sony Group Corporation and Sony AI have been active participants in the annual NeurIPS Conference for years, contributing pivotal research that has...
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color
Advancing Fairness in Computer Vision: A Multi-Dimensional Approach to Skin Color Analysis
New Dataset Labeling Breakthrough Strips Social Constructs in Image Recognition
New Dataset Labeling Breakthrough Strips Social Constructs in Image Recognition
Exposing Limitations in Fairness Evaluations: Human Pose Estimation
As AI technology becomes increasingly ubiquitous, we reveal new ways in which AI model biases may harm individuals. In 2018, for example, researchers...
Being 'Seen' vs. 'Mis-Seen': Tensions Between Privacy and Fairness in Computer Vision
Privacy is a fundamental human right that ensures individuals can keep their personal information and activities private. In the context of computer...
Launching our AI Ethics Research Flagship
I recently joined Sony AI from the Partnership on AI, where I served on the Leadership Team and led a team of researchers focused on fairness,...