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Meet GO To Any Thing (GOAT): A Universal Navigation System that can Find Any Object Specified in Any Way- as an Image, Language, or a Category- in Completely Unseen Environments

A team of researchers from the University of Illinois Urbana-Champaign, Carnegie Mellon University, Georgia Institute of Technology, University of California Berkeley, Meta AI Research, and Mistral AI has developed a universal navigation system called GO To Any Thing (GOAT). This system is designed for extended autonomous operation in home and warehouse environments. GOAT is a…

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Meet ‘DRESS’: A Large Vision Language Model (LVLM) that Align and Interact with Humans via Natural Language Feedback

Big vision-language models, or LVLMs, can interpret visual cues and provide easy replies for users to interact with. This is accomplished by skillfully fusing large language models (LLMs) with large-scale visual instruction finetuning. Nevertheless, LVLMs only need hand-crafted or LLM-generated datasets for alignment by supervised fine-tuning (SFT). Although it works well to change LVLMs from…

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A Complete Leave Management Guide

Leave management, a vital facet of human resources, involves administering employee time-off requests, ensuring compliance with laws and balancing business operations. This process encompasses managing various types of leaves, such as vacation, sick, parental, and public holidays. In the modern workplace, effective leave management is crucial. Well-managed leave policies can enhance employee engagement and productivity,…

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Free MIT Course: TinyML and Efficient Deep Learning Computing

Image by Author     In today’s tech-savvy world, we're surrounded by mind-blowing AI-powered wonders: voice assistants answering our questions, smart cameras identifying faces, and self-driving cars navigating roads. They're like the superheroes of our digital age! However, making these technological wonders work smoothly on our everyday devices is tougher than it seems. These…

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A Marriage of Machine Learning and Optimization Algorithms | by Wouter van Heeswijk, PhD | Dec, 2023

How pattern detection and pattern exploitation might elevate each other to a new level Instead of benchmark optimization- and machine learning algorithms against each other, we should consider how they can strengthen each other [Photo by Wedding Dreamz on Unsplash]Although most of us don’t see it, optimization algorithms (OAs) are at work everywhere. They plan…

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