Abstract: Traditional unimodal sensing faces limitations in accuracy and capability, and its decoupled implementation with communication systems increases latency in bandwidth-constrained environments ...

We will discuss word embeddings this week. Word embeddings represent a fundamental shift in natural language processing (NLP) ...

This study presents a valuable application of a video-text alignment deep neural network model to improve neural encoding of naturalistic stimuli in fMRI. The authors found that models based on ...

🤖 Semantic emoji encoder using LLMs to transform text into meaningful emoji sequences with grammar preservation and reversible decoding. UI-generated communication system inspired by Pantheon.

If you want to improve the way Windows Search works on your computer, we recommend you use Semantic Search. It is a new feature introduced in Windows 11, allowing Windows to leverage AI to search ...

Diffusion Transformers have demonstrated outstanding performance in image generation tasks, surpassing traditional models, including GANs and autoregressive architectures. They operate by gradually ...

A team of researchers led by Professor Ming Tang and Dr. Hao Wu from Huazhong University of Science and Technology, China, along with doctoral students Zheng Gao and Ting Jiang, have developed a new ...

Propagation of light pulses with intermodal dispersion in MMF. Words are mapped to different frequencies (different colors), the optical pulses are stretched into different temporal dispersion curves.

The increasing demand for communication capacity presents significant challenges for conventional communication systems. Semantic communication, an emerging technology, emphasizes the transmission of ...

My column today is a follow-up to my article “The Challenge of Data Consistency,” published in the May 2023 issue of this newsletter. In that article, I discussed how semantic encoding (also called ...

This manuscript supports the intriguing idea that some aspects of novel learning can occur during sleep and outside of awareness. The authors provide solid evidence that presenting participants with ...