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This paper from Google DeepMind Provides an Overview of Synthetic Data Research, Discussing Its Applications, Challenges, and Future Directions
In the rapidly evolving landscape of artificial intelligence (AI), the quest for large, diverse, and high-quality datasets represents a significant hurdle. Synthetic data has been identified as a pivotal solution to this challenge, promising to bridge the gap caused...
Google Cloud Announces Vertex AI Agent Builder: Empowering Developers to Quickly Build and Launch AI Tools
In a significant move to democratize generative AI technology, Google has unveiled its latest innovation, the Vertex AI Agent Builder. This new platform is set to revolutionize how developers create and deploy AI-driven applications, blending robust AI capabilities...
Tango 2: The New Frontier in Text-to-Audio Synthesis and Its Superior Performance Metrics
With the introduction of some brilliant generative Artificial intelligence models, such as ChatGPT, GEMINI, and BARD, the demand for AI-generated content is rising in a number of industries, especially multimedia. Effective text-to-audio, text-to-image, and...
Google AI Proposes TransformerFAM: A Novel Transformer Architecture that Leverages a Feedback Loop to Enable the Neural Network to Attend to Its Latent Representations
Transformers have revolutionized deep learning, yet their quadratic attention complexity limits their ability to process infinitely long inputs. Despite their effectiveness, they suffer from drawbacks such as forgetting information beyond the attention window and...
This AI Paper Explores the Fundamental Aspects of Reinforcement Learning from Human Feedback (RLHF): Aiming to Clarify its Mechanisms and Limitations
Large language models (LLMs) are widely used in various industries and are not just limited to basic language tasks. These models are used in sectors like technology, healthcare, finance, and education and can transform stable workflows in these critical sectors. A...
How 3D printers can give robots a soft touch
Soft skin coverings and touch sensors have emerged as a promising feature for robots that are both safer and more intuitive for human interaction, but they are expensive and difficult to make. A recent study demonstrates that soft skin pads doubling as sensors made...
