With the help of AlphaFold, researchers are designing more effective drugs like never before Karen Akinsanya is President of R&D, Therapeutics, at Schrödinger in New York City. She shares her AlphaFold story. What has always captivated me is the idea that you can go from the bench to the bedside. I have worked in academia…
Splitting text, the simple way (Image generated by author w. Dall-E 3)When preparing data for embedding and retrieval in a RAG system, splitting the text into appropriately sized chunks is crucial. This process is guided by two main factors, Model Constraints and Retrieval Effectiveness. Model Constraints Embedding models have a maximum token length for input;…
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Unlocking the secrets of data science is not just a skill; it's the powerhouse driving AI innovation and leveraging the colossal wave of big data.
As we stand on the threshold of a new year, the opportunity to delve into the dynamic world of data science has never been more…
In the realm of video generation, diffusion models have showcased remarkable advancements. However, a lingering challenge persists—the unsatisfactory temporal consistency and unnatural dynamics in inference results. The study explores the intricacies of noise initialization in video diffusion models, uncovering a crucial training-inference gap.
The study addresses challenges in diffusion-based video generation, identifying a training-inference gap…
Open sourcing over 200 million protein structures to help researchers solve countless problems Big data in biology leads to discoveries that can benefit humankind. That’s the core belief at EMBL’s European Bioinformatics Institute (EMBL-EBI), and what its scientists have proven to be true ever since its founding at the Wellcome Genome Campus in Hinxton, UK,…
A Comprehensive Guide to MRI Analysis through Deep Learning models in PyTorch Photo by Olga Rai on Adobe Stock.First of all, I’d like to introduce myself. My name is Carla Pitarch, and I am a PhD candidate in AI. My research centers on developing an automated brain tumor grade classification system by extracting information from…
Introduction Since the internet became a commercial force in the mid-'90s, email has been a constant in our personal and business lives. With improved broadband and Wi-Fi, email has adapted, becoming more accessible. Crafting quality emails is crucial for business operations as it serves as a powerful marketing tool, facilitating quick communication with clients, suppliers,…
Introduction In the modern business landscape, Customer Relationship Management (CRM) platforms like Salesforce have become indispensable. Salesforce’s ability to integrate with popular email services such as Outlook and Gmail enhances its functionality, making it a powerful tool for businesses. This integration streamlines communication, ensures efficient data management, and augments customer engagement strategies. In this article,…
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Data science is a lucrative field with many prospects in the future. With the recent advancement of AI, it should not be surprising that data science would still become one of the most sought-after occupations. However, I know that it’s not an easy field to break through.
There is…
In the era of edge computing, deploying sophisticated models like Latent Diffusion Models (LDMs) on resource-constrained devices poses a unique set of challenges. These dynamic models, renowned for capturing temporal evolution, demand efficient strategies to navigate the limitations of edge devices. This study addresses the challenge of deploying LDMs on edge devices by proposing a…