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StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant Apple Machine Learning Research

​We present StreamBridge, a simple yet effective framework that seamlessly transforms offline Video-LLMs into streaming-capable models. It addresses two fundamental challenges in adapting existing models into online scenarios: (1) limited capability for multi-turn real-time understanding, and (2) lack of proactive response mechanisms. Specifically, StreamBridge incorporates… Read More »StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant Apple Machine Learning Research

Elevate marketing intelligence with Amazon Bedrock and LLMs for content creation, sentiment analysis, and campaign performance evaluation Namita Mathew AWS Machine Learning Blog

​[[{“value”:” In the media and entertainment industry, understanding and predicting the effectiveness of marketing campaigns is crucial for success. Marketing campaigns are the driving force behind successful businesses, playing a pivotal role in attracting new customers, retaining existing ones, and ultimately boosting revenue. However, launching… Read More »Elevate marketing intelligence with Amazon Bedrock and LLMs for content creation, sentiment analysis, and campaign performance evaluation Namita Mathew AWS Machine Learning Blog

Matrix3D: Large Photogrammetry Model All-in-One Apple Machine Learning Research

​We present Matrix3D, a unified model that performs several photogrammetry subtasks, including pose estimation, depth prediction, and novel view synthesis using just the same model. Matrix3D utilizes a multi-modal diffusion transformer (DiT) to integrate transformations across several modalities, such as images, camera parameters, and depth… Read More »Matrix3D: Large Photogrammetry Model All-in-One Apple Machine Learning Research

Attention May Be All We Need… But Why? Iván Palomares Carrascosa MachineLearningMastery.com

​A lot (if not nearly all) of the success and progress made by many generative AI models nowadays, especially large language models (LLMs), is due to the stunning capabilities of their underlying architecture: an advanced deep learning-based architectural model called the  A lot (if not… Read More »Attention May Be All We Need… But Why? Iván Palomares Carrascosa MachineLearningMastery.com

How Deutsche Bahn redefines forecasting using Chronos models – Now available on Amazon Bedrock Marketplace Kilian Zimmerer, Daniel Ringler AWS Machine Learning Blog

​[[{“value”:” This post is co-written with Kilian Zimmerer and Daniel Ringler from Deutsche Bahn. Every day, Deutsche Bahn (DB) moves over 6.6 million passengers across Germany, requiring precise time series forecasting for a wide range of purposes. However, building accurate forecasting models traditionally required significant… Read More »How Deutsche Bahn redefines forecasting using Chronos models – Now available on Amazon Bedrock Marketplace Kilian Zimmerer, Daniel Ringler AWS Machine Learning Blog