180 citations · 180 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Forward-Free LLM Depth Pruning via Weight Redundancy
Vincent-Daniel Yun, Woosang Lim
Depth pruning reduces large language model (LLM) inference cost by removing complete Transformer blocks. Activation-based methods collect hidden states through forward passes on ca…
cs.CV2016★ 180 cited
Hadamard Product for Low-rank Bilinear Pooling
Jin-Hwa Kim, Kyoung-Woon On, Woosang Lim +3
Bilinear models provide rich representations compared with linear models. They have been applied in various visual tasks, such as object recognition, segmentation, and visual quest…