A5103326104- Cancer-related molecular mechanisms research
- Circular RNAs in diseases
- MicroRNA in disease regulation
- Bioinformatics and Genomic Networks
- Gene expression and cancer classification
- Molecular Biology Techniques and Applications
- Video Coding and Compression Technologies
Hunan University
2023-2024
We present Step-Video-T2V, a state-of-the-art text-to-video pre-trained model with 30B parameters and the ability to generate videos up 204 frames in length. A deep compression Variational Autoencoder, Video-VAE, is designed for video generation tasks, achieving 16x16 spatial 8x temporal ratios, while maintaining exceptional reconstruction quality. User prompts are encoded using two bilingual text encoders handle both English Chinese. DiT 3D full attention trained Flow Matching employed...
Aim: MicroRNAs (miRNAs), pivotal regulators in various biological processes, are closely linked to human diseases. This study aims propose a computational model, SIDMF, for predicting miRNA-disease associations. Background: Computational methods have proven efficient associations, leveraging functional similarity and network-based inference. Machine learning techniques, including support vector machines, semi-supervised algorithms, deep models, gained prominence this domain. Objective:...