Self-training has been shown to be helpful in addressing data scarcity for many domains, including vision, speech, and language. Specifically, self-training, or pseudo-labeling, labels unsupervised data and adds that to the training pool. In this work, we investigate and use pseudo-labeling for a recently proposed novel setup: joint transcription and translation of speech, which suffers …
Businesses rely every day on various systems and pieces of equipment to keep their operations running smoothly. But all systems inevitably require upkeep. It could be intangible software, like an IT service network that has accumulated enough bugs to break an important feature, sending developers scrambling for a fix. Or it could be a piece …
Posted by Weicheng Kuo and Anelia Angelova, Research Scientists, Google Research Detection is a fundamental vision task that aims to localize and recognize objects in an image. However, the data collection process of manually annotating bounding boxes or instance masks is tedious and costly, which limits the modern detection vocabulary size to roughly 1,000 object …
Read more “F-VLM: Open-vocabulary object detection upon frozen vision and language models”
Amazon SageMaker comes with two options to spin up fully managed notebooks for exploring data and building machine learning (ML) models. The first option is fast start, collaborative notebooks accessible within Amazon SageMaker Studio—a fully integrated development environment (IDE) for machine learning. You can quickly launch notebooks in Studio, easily dial up or down the …
ChatGPT and WhatsApp Bot Integration: The combination of ChatGPT, an AI-powered conversational platform utilizing machine learning and natural language processing, and WhatsApp, a widely-used messaging app with over 2 billion active users globally, has resulted in an innovative solution for customer support. By integrating ChatGPT with WhatsApp Bot, businesses can offer automated customer service through …
Read more “How ChatGPT and WhatsApp bot integration can Enhance Customer Engagement”
We have had an amazing week with IBM clients, partners, and stakeholders at our annual Think® Conference in Orlando, Florida. For IBM, Think is a perfect time for us to connect, collaborate and help our clients and partners continue to forge ahead with digital transformation and innovation. As we wrap up Think 2023, we’re excited …
Whether it’s predictive text, real-time language translation, or voice assistants, code is the foundation of every AI-driven application. While AI plays a critical role in the output of the software development lifecycle (SDLC), AI also can accelerate it. Tabnine, an AI-powered code completion assistant, is helping developers get next-generation applications from planning to development and …
Read more “How CI&T accelerated development by 11% with AI from Tabnine and Google Cloud”
As a medical doctor in Nigeria, Tobi Olatunji knows the stress of practicing in Africa’s busy hospitals. As a machine-learning scientist, he has a prescription for it. “I worked at one of West Africa’s largest hospitals, where I would routinely see more than 30 patients a day — it’s a very hard job,” said Olatunji. …
Read more “Startup’s AI Slashes Paperwork for Doctors Across Africa”
This paper considers the learning of logical (Boolean) functions with focus on the generalization on the unseen (GOTU) setting, a strong case of out-of-distribution generalization. This is motivated by the fact that the rich combinatorial nature of data in certain reasoning tasks (e.g., arithmetic/logic) makes representative data sampling challenging, and learning successfully under GOTU gives …
Read more “Generalization on the Unseen, Logic Reasoning and Degree Curriculum”
Secure Data Sharing: Charting a course for the EU’s Digital Future The past several years have highlighted just how vital it has become for government and commercial companies alike to have access to a comprehensive and up-to-date data foundation to make well-informed decisions. From supporting with the distribution of PPE in the fight against COVID-19, to …
Read more “Secure Data Sharing: Charting a course for the EU’s digital future”