Apple scientists have published two studies proposing major AI technology innovations that could revolutionize iPhones and iPads. The first study introduces a breakthrough method for producing 3D avatars using short videos, allowing for the disentanglement of scenes and the generation of animated human avatars in as little as 30 minutes. The second study addresses challenges related to limited space and memory in devices using language model inferences, presenting methods to reduce data transfer and optimize reading material. These advancements have the potential to unlock limitless possibilities and complex systems on Apple devices.
- Apple scientists have proposed major AI technology innovations for iPhones and iPads.
- The first study introduces a breakthrough method for producing 3D avatars using short videos.
The first study focuses on the creation of 3D avatars using short videos, even those filmed with a single camera. The process involves using mononuclear videos, which consist of a small number of frames, to generate a 3D animated version of a human avatar. The researchers developed a neural deformation system that produces realistic results through blend skinning, preventing artifacts and ensuring the accurate reproduction of characters or avatars. The technique is faster and more efficient than traditional avatar creation methods and produces photorealistic results.
The second study addresses the challenges of limited space and memory in devices using language model inferences. Current models require expensive hardware technology for inference, limiting data transfer during the process. The researchers at Apple have developed a model that is compatible with flash memory, which reduces data transfer and enables more efficient reading of large data blocks. This optimization expands the use of language model inferences and makes them more accessible on Apple devices.
Overall, these studies demonstrate Apple’s leadership in AI research and its commitment to pushing the boundaries of technology. However, critics raise concerns about the potential impact on society and the need for privacy safeguards. With careful consideration and responsibility, these innovations have the potential to revolutionize the AI landscape and establish Apple as a frontrunner in the field.