In our second model a pre-coding routine is also included to further reduce storage requirements. A study of randomness in genome data is also included. Both data models were tested and the results were satisfactory. We were able to compress the sequence, when there was significant amount of ...
odicity property of protein-coding regions in the context of data compression. To achieve this we propose a model com- posed of three states. Each of the models is selected peri- odically, according to the three-base period, and each state is ...
* Audio, image, video processing, coding and compression * Multi-camera and multi-view systems Multimedia Applications, Interfaces and Services * Media content retrieval, browsing and recommendation tools * Extended reality (AR/VR/MR) and virtual environments ...
Umar|多模态语言模型|Coding a Multimodal (Vision) Language Model from scratch in Pytorch 05:46:05 Umar《用PyTorch从零开始编写LLaMA2|Coding LLaMA 2 from scratch in PyTorch》deepseek翻译中英字幕 03:04:11 Umar 《用Pytorch从零开始编写SD|Coding Stable Diffusion from scratch in PyTorch》中英字幕 ...
In this work, we propose a unified data-driven ROM using a combination of Barlow Twins (BT) self-supervised learning and an autoencoder (BT–AE) that bridges the performance gap between linear and nonlinear manifold approaches. In particular, we use BT self-supervised learning to maximize the...
(iii) The FastqCLS compres- sor incorporates the ZPAQ algorithm, which employs context modelling and arithme- tic coding. This enables FastqCLS to detect patterns and character dependencies in the reads data, utilizing context models and exploiting redundancy at the nucleotide character level to ...
(Qian et al.,2024) is a virtual software development company where LLM Agents collaborate to develop computer software, with different roles for agents including CEO, CTO, designers, and programmers. The cooperation process encompasses designing, coding, testing, and documenting, with agents engaging...
coding schemes for handling categorical data. 4Surrogate Modeling Methods In engineering design, surrogate models/metamodels are employed for evaluating high-fidelity problems which would otherwise be too computationally expensive to analyze in its given dimensionality. Surrogate models have been implemented...
and related issues Multimedia databases, query processing, and scalability Multimedia content delivery, transport and streaming Wireless and mobile multimedia networking Sensor networks (video surveillance, distributed systems) Audio, image, video processing, coding and compression Multi-camera and multi-view...
A number of enhanced signal processing techniques and methods to signal coding and decoding, data compression, noise cancellation and channel equalization have led to improved MPT performance in tests and field applications. This section discusses signal-processing techniques to minimize or eliminate ...