Amazon Bedrock is a fully managed service provided by AWS that offers developers access to foundation models (FMs) and the tools to customize them for specific applications. It allows developers to build and scale generative AI applications using FMs through an API, without managing… Read More »Use AWS PrivateLink to set up private access to Amazon Bedrock Ram Vittal AWS Machine Learning Blog
We are excited to announce a simplified version of the Amazon SageMaker JumpStart SDK that makes it straightforward to build, train, and deploy foundation models. The code for prediction is also simplified. In this post, we demonstrate how you can use the simplified SageMaker… Read More »Deploy and fine-tune foundation models in Amazon SageMaker JumpStart with two lines of code Evan Kravitz AWS Machine Learning Blog
Being a Chief Technology Officer (CTO) of a fast-growing AI company, Pixis, my team and I are constantly striving towards answering one key requirement: How do we continue to democratize AI for the industry we serve – the growth marketing sector? At Pixis, we’ve… Read More »Democratizing AI With a Codeless Solution Vrushali Prasade Artificial Intelligence Category – MarkTechPost
The development of text-to-speech (TTS) technology has resulted in some impressive products, including the text-to-speech-client offered by Xenova. It uses modern transformer-based neural network designs to produce natural-sounding synthetic speech in various languages and voices. Some highlights of Xenova’s TTS client are as follows:… Read More »The Text-to-Speech-Client Tool by Xenova: A Robust and Flexible AI Platform for Producing Natural-Sounding Synthetic Speech Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost
Home Table of Contents Spotify Music Recommendation Systems Discover Weekly via Matrix Factorization How Discover Weekly Works? Matrix Factorization Alternating Least Squares RNNs for Music Discovery Playlist Recommendation Using Reinforcement Learning Overview World Model Design Action Head DQN Approach Summary Citation Information Spotify Music… Read More »Spotify Music Recommendation Systems Puneet Mangla PyImageSearch
Large Language Models (LLMs) are powerful models capable of processing large volumes of textual data. They are trained on a massive corpus of texts ranging from a few hundred GBs to even TBs. Given the scale of this data, it becomes essential to find… Read More »Researchers from the University of Washington and Princeton Present a Pre-Training Data Detection Dataset WIKIMIA and a New Machine Learning Approach MIN-K% PROB Arham Islam Artificial Intelligence Category – MarkTechPost
Researchers from Georgia Tech, Mila, Université de Montréal, and McGill University introduce a training framework and architecture for modeling neural population dynamics across diverse, large-scale neural recordings. It tokenizes individual spikes to capture fine temporal neural activity and employs cross-attention and a PerceiverIO backbone.… Read More »This AI Paper Introduces POYO-1: An Artificial Intelligence Framework Deciphering Neural Activity across Large-Scale Recordings with Deep Learning Sana Hassan Artificial Intelligence Category – MarkTechPost
How to facilitate spatial knowledge of models is a major research issue in vision-language learning. This dilemma leads to two required capabilities: referencing and grounding. While grounding requires the model to localize the region in line with the provided semantic description, referring asks that… Read More »Researchers from Columbia University and Apple Introduce Ferret: A Groundbreaking Multimodal Language Model for Advanced Image Understanding and Description Aneesh Tickoo Artificial Intelligence Category – MarkTechPost
This paper was accepted at the EMNLP Workshop on Computational Approaches to Linguistic Code-Switching (CALCS). Code-switching (CS), i.e. mixing different languages in a single sentence, is a common phenomenon in communication and can be challenging in many Natural Language Processing (NLP) settings. Previous studies on… Read More »Towards Real-World Streaming Speech Translation for Code-Switched Speech Apple Machine Learning Research
With the increase in the popularity and use cases of Artificial Intelligence, Imitation learning (IL) has shown to be a successful technique for teaching neural network-based visuomotor strategies to perform intricate manipulation tasks. The problem of building robots that can do a wide variety… Read More »Meet GROOT: A Robust Imitation Learning Framework for Vision-Based Manipulation with Object-Centric 3D Priors and Adaptive Policy Generalization Tanya Malhotra Artificial Intelligence Category – MarkTechPost