T5Gemma 2 follows the same adaptation idea introduced in T5Gemma, initialize an encoder-decoder model from a decoder-only checkpoint, then adapt with UL2. In the above figure the research team show ...

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Abstract: Automatic and accurate segmentation of the optic disk (OD) region has practical applications in the medical field. In this study, a novel encoder-decoder network is proposed to segment the ...

Add a utility to encode plain text to Unicode escape sequences and decode them back, with an option to output escape hex digits in either UPPERCASE or lowercase. Encode: Convert input text to \uXXXX ...

MongoDB Inc. today said its search and vector search features that had previously been confined to its Atlas cloud platform are now available for self-managed deployments, including MongoDB Community ...

Maxar and Ecopia mapped buildings, roads and land cover footprints across Reynosa, Mexico, on the southern border. With these vectors, authorities can establish a trusted “before” picture of the town, ...

Harper, bringing “next-level web performance to a digital-first world,” is releasing version 4.6 of its composable application platform, featuring several enterprise-grade components, chief among them ...

Neural networks are designed to learn compressed representations of high-dimensional data, and autoencoders (AEs) are a widely-used example of such models. These systems employ an encoder-decoder ...

To replicate the findings of the study, preferably create a fresh Virtual Environment (tested with Python 3.12, CUDA 12.8) after cloning this folder. This can be done by navigating to this folder in ...

I've been transcoding videos on handbrake using AV1 which I think is the latest encoder. AV1 on the Mac is often incredibly efficient. I'm talking 3gb -> 300mb efficient. Even tougher material with ...