1 citations · 2 across the 3 of their papers we have counts for
4 papers
FocusOPD: Structure-Guided On-Policy Distillation for Diffusion Models
Xinrui Lin, Shumin Wang, Suqi Song +2
Multi-teacher on-policy distillation enables rectified-flow models with diffusion-transformer architectures to combine task-specific capabilities within a single student. However,…
Gradient Harmonization in Unsupervised Domain Adaptation
Fuxiang Huang, Suqi Song, Lei Zhang
Unsupervised domain adaptation (UDA) intends to transfer knowledge from a labeled source domain to an unlabeled target domain. Many current methods focus on learning feature repres…
Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter
Suqi Song, Chenxu Zhang, Peng Zhang +3
Urban waterlogging poses a major risk to public safety and infrastructure. Conventional methods using water-level sensors need high-maintenance to hardly achieve full coverage. Rec…
Dynamic Weighted Combiner for Mixed-Modal Image Retrieval
Fuxiang Huang, Lei Zhang, Xiaowei Fu +1
Mixed-Modal Image Retrieval (MMIR) as a flexible search paradigm has attracted wide attention. However, previous approaches always achieve limited performance, due to two critical…