661 citations · 1.6k across the 30 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
eess.IV2023★ 4 cited
Computationally-Efficient Neural Image Compression with Shallow Decoders
Yibo Yang, Stephan Mandt
Neural image compression methods have seen increasingly strong performance in recent years. However, they suffer orders of magnitude higher computational complexity compared to tra…
cs.LG2023★ 1 cited
Neural Collapse Inspired Federated Learning with Non-iid Data
Chenxi Huang, Liang Xie, Yibo Yang +3
One of the challenges in federated learning is the non-independent and identically distributed (non-iid) characteristics between heterogeneous devices, which cause significant diff…
cs.CV2023★ 22 cited
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning
Yibo Yang, Haobo Yuan, Xiangtai Li +3
Few-shot class-incremental learning (FSCIL) has been a challenging problem as only a few training samples are accessible for each novel class in the new sessions. Finetuning the ba…