2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CV2024
DHRNet: A Dual-Path Hierarchical Relation Network for Multi-Person Pose Estimation
Yonghao Dang, Jianqin Yin, Liyuan Liu +3
Multi-person pose estimation (MPPE) presents a formidable yet crucial challenge in computer vision. Most existing methods predominantly concentrate on isolated interaction either b…
cs.CL2023★ 1 cited
Fast-ELECTRA for Efficient Pre-training
Chengyu Dong, Liyuan Liu, Hao Cheng +3
ELECTRA pre-trains language models by detecting tokens in a sequence that have been replaced by an auxiliary model. Although ELECTRA offers a significant boost in efficiency, its p…
cs.LG2023★ 2 cited
Sparse Backpropagation for MoE Training
Liyuan Liu, Jianfeng Gao, Weizhu Chen
One defining characteristic of Mixture-of-Expert (MoE) models is their capacity for conducting sparse computation via expert routing, leading to remarkable scalability. However, ba…