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This AI Paper from China Proposes a Novel Architecture Named-ViTAR (Vision Transformer with Any Resolution)

AI NewsApril 5, 2024164Views0Likes0Comments
The remarkable strides made by the Transformer architecture in Natural Language Processing (NLP) have ignited a surge of interest within the Computer Vision (CV) community. The Transformer’s adaptation in vision tasks, termed Vision Transformers (ViTs), delineates images into non-overlapping patches, converts each patch into tokens, and subsequently applies Multi-Head Self-Attention (MHSA) to capture inter-token dependencies.…

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From Theory to Robotics: Applying Sums-of-Squares Optimization for Better Control

RoboticsApril 5, 2024208Views0Likes0Comments
Reinforcement learning has exhibited notable empirical success in approximating solutions to the Hamilton-Jacobi-Bellman (HJB) equation, consequently generating highly dynamic controllers. However, the inability to bind the suboptimality of resulting controllers or the approximation quality of the true cost-to-go function due to finite sampling and function approximators has limited the broader application of such methods.  Consequently,…

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Guide to Vendor Account Reconciliation Process: Best Practices & Automation

UncategorisedApril 4, 2024147Views0Likes0Comments
Guide to the Vendor Account Reconciliation Process Running a business involves collaboration with various vendors who provide different kinds of products and services. Vendor reconciliation, a crucial part of this process, involves scrutinizing purchase-related documents to ensure accuracy in all vendor transactions. In this article, we will discuss the importance of the vendor reconciliation…

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Guide to Virtual Bookkeeping and Automation

UncategorisedApril 3, 2024153Views0Likes0Comments
Gone are the days of tedious manual data entry and stacks of paper ledgers. Businesses are now embracing the virtual to streamline their financial management processes. Enter virtual bookkeeping – a paradigm-shifting approach that harnesses the power of digital tools and automation to revolutionize traditional bookkeeping practices. Picture this: a team of expert bookkeepers diligently…

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