Exploring the Challenges of Fair Dataset Curation: Insights from NeurIPS 2024
Sony AI’s paper accepted at NeurIPS 2024, "A Taxonomy of Challenges to Curating Fair Datasets," highlights the pivotal steps toward achieving...
Breaking New Ground in AI Image Generation Research: GenWarp and PaGoDA at NeurIPS 2024
At NeurIPS 2024, Sony AI is set to showcase two new research explorations into methods for image generation: GenWarp and PaGoDA. These two research...
Mitigating Bias in AI Models: A New Approach with TAB
Artificial intelligence models, especially deep neural networks (DNNs), have proven to be powerful tools in tasks like image recognition and natural...
Behind the Research: How Sony AI Researchers are Pioneering AI Models for Scientific Discovery
The pace of scientific research is accelerating, with an exponential increase in published research articles each year. For instance, in 1980,...
Sights on AI: Lorenzo Servadei Discusses Impact of AI on Chip Design and Semiconductors and How AI Will Aid the Industry’s Future Development
The Sony AI team is a diverse group of individuals working to accomplish one common goal: accelerate the fundamental research and development of AI...
Sights on AI: Yuki Mitsufuji Shares Inspiration for AI Research into Music and Sound
The Sony AI team is a diverse group of individuals working to accomplish one common goal: accelerate the fundamental research and development of AI...
Sony AI at the Reinforcement Learning Conference 2024
Sony AI will be participating in the Reinforcement Learning (RL) Conference in Amherst, Massachusetts, from August 9 to 12, 2024 where we will be...
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...
Unleashing the Potential of Federated Learning with COALA
We are thrilled to announce that the latest research from our Privacy Preserving Machine Learning (PPML) Flagship, COALA, has been accepted at the...