Reinforcement learning (RL) has made tremendous progress in recent years towards addressing real-life problems – and offline RL made it even more practical. Instead of direct interactions with the environment, we can now train many algorithms from a single pre-recorded dataset. However, we lose the practical advantages in data-efficiency of offline RL when we evaluate…
Exploring Typeform Alternatives In the market of digital surveys and forms, Typeform set a high standard with its intuitive design and user experience. The European startup quickly became a go-to for businesses and individuals looking to gather information efficiently. However, the requirements one may have from a data collection exercise may be diverse, so there…
Gain intuition behind acceleration training techniques in neural networks D eep learning made a gigantic step in the world of artificial intelligence. At the current moment, neural networks outperform other types of algorithms on non-tabular data: images, videos, audio, etc. Deep learning models usually have a strong complexity and come up with millions or even…
Image by Author
What a year, ey?
At the start of 2023, people were struggling to keep up with the tech world. One day this was getting released, the next day a competitor came out with something else, and then you heard about something new. It was a lot.
But the momentum continued…
In virtual reality and 3D modeling, constructing dynamic, high-fidelity digital human representations from limited data sources, such as single-view videos, presents a significant challenge. This task demands an intricate balance between achieving detailed and accurate digital representations and the computational efficiency required for real-time applications. Traditional methods often grapple with rendering speeds and model fidelity…
How to ensure we benefit society with the most impactful technology being developed today As chief operating officer of one of the world’s leading artificial intelligence labs, I spend a lot of time thinking about how our technologies impact people’s lives – and how we can ensure that our efforts have a positive outcome. This…
Everyone’s job requires certain goods or services to be successful. Teachers need school supplies, mechanics need car parts, and restaurant managers need to get proper uniforms for their teams. Securing these items happens on a regular basis as part of the procurement process, but to ensure a paper trail exists from start to finish, the…
Remember the time when a single misplaced receipt could derail the entire expense reporting process in a company? Well, those days are long gone. In today's lightning-fast business world, the efficiency of expense management isn't just a nice-to-have, it's a must-have for a thriving company. Streamlined expense approvals are not just about speed; they're about…
Many industries are excited to apply artificial intelligence (AI) to an increasingly broad assortment of use cases. One emerging possibility involves using such technology to analyze colors.
Keeping the Roads Safer
“AI already powers many features on today’s modern automobiles. Researchers have developed algorithms that can detect tired or angry drivers.”
The associated…
The online shopping experience has been revolutionized by Virtual Try-On (VTON) technology, offering a glimpse into the future of e-commerce. This technology, pivotal in bridging the gap between virtual and physical shopping experiences, allows customers to picture how clothes will look on them without needing a physical try-on. It is an invaluable tool in an…