2 papers
cs.LG2023
RITA: Group Attention is All You Need for Timeseries Analytics
Jiaming Liang, Lei Cao, Samuel Madden +2
Timeseries analytics is of great importance in many real-world applications. Recently, the Transformer model, popular in natural language processing, has been leveraged to learn hi…
eess.IV2023
SigVIC: Spatial Importance Guided Variable-Rate Image Compression
Jiaming Liang, Meiqin Liu, Chao Yao +2
Variable-rate mechanism has improved the flexibility and efficiency of learning-based image compression that trains multiple models for different rate-distortion tradeoffs. One of…