173 citations · 178 across the 7 of their papers we have counts for
7 papers
PA-Net: Precipitation-Adaptive Mixture-of-Experts for Long-Tail Rainfall Nowcasting
Xinyu Xiao, Sen Lei, Eryun Liu +5
Precipitation nowcasting is vital for flood warning, agricultural management, and emergency response, yet two bottlenecks persist: the prohibitive cost of modeling million-scale sp…
MeTok: An Efficient Meteorological Tokenization with Hyper-Aligned Group Learning for Precipitation Nowcasting
Qizhao Jin, Xianhuang Xu, Yong Cao +2
Recently, Transformer-based architectures have advanced meteorological prediction. However, this position-centric tokenizer conflicts with the core principle of meteorological syst…
UniVid: Pyramid Diffusion Model for High Quality Video Generation
Xinyu Xiao, Binbin Yang, Tingtian Li +2
Diffusion-based text-to-video generation (T2V) or image-to-video (I2V) generation have emerged as a prominent research focus. However, there exists a challenge in integrating the t…
CALM: Contrastive Cross-modal Speaking Style Modeling for Expressive Text-to-Speech Synthesis
Yi Meng, Xiang Li, Zhiyong Wu +6
To further improve the speaking styles of synthesized speeches, current text-to-speech (TTS) synthesis systems commonly employ reference speeches to stylize their outputs instead o…
Adaptive Base-class Suppression and Prior Guidance Network for One-Shot Object Detection
Wenwen Zhang, Xinyu Xiao, Hangguan Shan +1
One-shot object detection (OSOD) aims to detect all object instances towards the given category specified by a query image. Most existing studies in OSOD endeavor to explore effect…
Precipitation Forecasting via Multi-Scale Deconstructed ConvLSTM
Xinyu Xiao, Qiuming Kuang, Shiming Xiang +2
Numerical Weather Prediction (NWP), is widely used in precipitation forecasting, based on complex equations of atmospheric motion requires supercomputers to infer the state of the…
DetNAS: Backbone Search for Object Detection
Yukang Chen, Tong Yang, Xiangyu Zhang +3
Object detectors are usually equipped with backbone networks designed for image classification. It might be sub-optimal because of the gap between the tasks of image classification…