Communication-Efficient Collaborative Perception via Information Filling with Codebook

1 code implementation • 8 May 2024 • Yue Hu, Juntong Peng, Sifei Liu, Junhao Ge, Si Liu, Siheng Chen

It inherently results in a fundamental trade-off between perception ability and communication cost.

Compatible Transformer for Irregularly Sampled Multivariate Time Series

1 code implementation • 17 Oct 2023 • Yuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen

To analyze multivariate time series, most previous methods assume regular subsampling of time series, where the interval between adjacent measurements and the number of samples remain unchanged.

Time Series