Exploring AI safety, adaptability, and efficiency for the real world Next week marks the start of the 40th International Conference on Machine Learning (ICML 2023), taking place 23-29 July in Honolulu, Hawai'i. ICML brings together the artificial intelligence (AI) community to share new ideas, tools, and datasets, and make connections to advance the field. From…
The class neighborhood of a dataset can be learned using soft nearest neighbor loss In this article, we discuss how to implement the soft nearest neighbor loss which we also talked about here. R epresentation learning is the task of learning the most salient features in a given dataset by a deep neural network. It…
In the ever-evolving landscape of financial operations, the heartbeat of every successful business is a streamlined and error-free invoice approval workflow. As companies navigate the complexities of accounts payable, the demand for efficiency, accuracy, and security has never been more critical. In this blog, we embark on a journey into the world of cutting-edge invoice…
The AP approval process is the workflow for getting authorization to pay vendor invoices (with credit payment terms) that are included in accounts payable before being paid. Automating the accounts payable approval process in your company is essential because it saves significant time, reduces costs, improves cash flow management, strengthens internal controls, and improves supplier…
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Internet of Vehicles, or IoV, is the product of the marriage between the automotive industry and IoT. IoV data is expected to get larger and larger, especially with electric vehicles being the new growth engine of the auto market. The question is: Is your data platform ready for that?…
In this paper, researchers have introduced a NeRF-based mapping method called H2-Mapping, aimed at addressing the need for high-quality, dense maps in real-time applications, such as robotics, AR/VR, and digital twins. The key problem they tackle is the efficient generation of detailed maps in real-time, particularly on edge computers with limited computational power.
They highlight…
How we’re applying the latest AI developments to help fight climate change and build a more sustainable, low-carbon world AI is a powerful technology that will transform our future, so how can we best apply it to help combat climate change and find sustainable solutions? Our climate & sustainability lead, Sims Witherspoon, who recently spoke…
Email is an essential means of communication in today's world. Whether you're a business owner, an employee, or a freelancer, you probably receive dozens, if not hundreds, of emails every day. Responding to all these emails can be time-consuming and sometimes involves doing repetitive tasks. This becomes cumbersome, especially during the work hours when you…
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In Python, magic methods help you emulate the behavior of built-in functions in your Python classes. These methods have leading and trailing double underscores (__), and hence are also called dunder methods.
These magic methods also help you implement operator overloading in Python. You’ve probably seen examples of this. Like…
Web scraping is a technique used to extract data from websites. It allows us to gather information from web pages and use it for various purposes, such as data analysis, research, or building applications. In this article, we will explore a Python project called “GitHub Topics Scraper,” which leverages web scraping to extract information from…