17 citations · 30 across the 4 of their papers we have counts for
4 papers
Ming-Omni: A Unified Multimodal Model for Perception and Generation
Inclusion AI, Biao Gong, Cheng Zou +55
We propose Ming-Omni, a unified multimodal model capable of processing images, text, audio, and video, while demonstrating strong proficiency in both speech and image generation. M…
Ultralow-dimensionality reduction for identifying critical transitions by spatial-temporal PCA
Pei Chen, Yaofang Suo, Rui Liu +1
Discovering dominant patterns and exploring dynamic behaviors especially critical state transitions and tipping points in high-dimensional time-series data are challenging tasks in…
Spatiotemporal information conversion machine for time-series prediction
Hao Peng, Pei Chen, Rui Liu +1
Making predictions in a robust way is a difficult task only based on the observed data of a nonlinear system. In this work, a neural network computing framework, the spatiotemporal…
DEFM: Delay E mbedding based Forecast Machine for Time Series Forecasting by Spatiotemporal Information Transformation
Hao Peng, Wei Wang, Pei Chen +1
Making accurate forecasts for a complex system is a challenge in various practical applications. The major difficulty in solving such a problem concerns nonlinear spatiotemporal dy…