​ Prior authorization is a crucial process in healthcare that involves the approval of medical treatments or procedures before they are carried out. This process is necessary to ensure that patients receive the right care and that healthcare providers are following the correct procedures. However,… Read More »Automate prior authorization using CRD with CDS Hooks and AWS HealthLake Manish Patel AWS Machine Learning Blog

​Posted by Carlos Esteves and Ameesh Makadia, Research Scientists, Google Research, Athena Team Typical deep learning models for computer vision, like convolutional neural networks (CNNs) and vision transformers (ViT), process signals assuming planar (flat) spaces. For example, digital images are represented as a grid of… Read More »Scalable spherical CNNs for scientific applications Google AI Google AI Blog

​ Reward shaping, which seeks to develop reward functions that more effectively direct an agent towards desirable behaviors, is still a long-standing difficulty in reinforcement learning (RL). It is a time-consuming procedure that requires skill, might be sub-optimal, and is frequently done manually by constructing… Read More »Meet Text2Reward: A Data-Free Framework that Automates the Generation of Dense Reward Functions Based on Large Language Models Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ In recent years, Diffusion Models (DMs) have made significant strides in the realm of image synthesis. This has led to a heightened focus on generating photorealistic images from text descriptions (T2I). Building upon the accomplishments of T2I models, there has been a growing interest… Read More »This Research Paper Introduces Lavie: High-Quality Video Generation with Cascaded Latent Diffusion Models Janhavi Lande Artificial Intelligence Category – MarkTechPost

​ Medical practitioners and scientists have long leaned on imaging technologies like ultrasound and X-rays in the realm of disease diagnosis. Nevertheless, these methods face limitations in resolution and depth, contingent on the tissue being examined. Enter optoacoustic imaging, an innovative fusion of ultrasound and… Read More »This AI Paper Unveils a Deep-Learning Framework Called DeepMB for Real-Time Optoacoustic Image Reconstruction with Adjustable Speed of Sound Niharika Singh Artificial Intelligence Category – MarkTechPost

​ The development of artificial intelligence has sparked extensive research across all disciplines. With each day that goes by, AI’s influence grows. The field of separating 3D data from 2D photos is one such area. In-depth testing has created a model that can extract 3D… Read More »Enhancing Monocular 3D Object Detection: How Does the MonoXiver Approach Combine 2D-to-3D Information Flow and the Perceiver I/O Model for Precision? Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ Music streaming services have grown to be an essential part of our digital landscape. Differentiating between instrumental music, which is music without voices, and vocal music is one of the major issues in music streaming. This distinction is essential for a variety of uses,… Read More »Amazon Researchers Introduce a Novel Artificial Intelligence Method for Detecting Instrumental Music in a Large-Scale Music Catalog Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ Although NLP models have demonstrated extraordinary strengths, they have challenges. The need to teach these models ideas is highlighted by unacceptable values buried in their training data, recurrent failures, or breaches of business standards. The phrase “religion does not connote sentiment” is an example… Read More »Microsoft AI Research Proposes a New Artificial Intelligence Framework for Collaborative NLP Development (CoDev) that Enables Multiple Users to Align a Model with Their Beliefs Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ Researchers have introduced a novel framework called RealFill to address the problem of Authentic Image Completion. This challenge arises when users want to enhance or complete missing parts of a photograph, ensuring that the added content remains faithful to the original scene. The motivation… Read More »Researchers from Google and Cornell Propose RealFill: A Novel Generative AI Approach for Authentic Image Completion Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

​ In the ever-evolving world of podcasting, language barriers have long stood as a formidable obstacle to the global reach of audio content. However, recent developments signal a promising solution to this challenge. Spotify, the streaming giant, has partnered with OpenAI to introduce a groundbreaking… Read More »Spotify’s Newest Feature: Using AI to Clone and Translate Podcast Voices Across Languages Niharika Singh Artificial Intelligence Category – MarkTechPost