3 papers
cs.CV2026
Heterogeneous Complementary Distillation
Liuchi Xu, Hao Zheng, Lu Wang +2
Knowledge distillation (KD)transfers the dark knowledge from a complex teacher to a compact student. However, heterogeneous architecture distillation, such as Vision Transformer (V…
cs.CV2026
Local Dense Logit Relations for Enhanced Knowledge Distillation
Liuchi Xu, Kang Liu, Jinshuai Liu +3
State-of-the-art logit distillation methods exhibit versatility, simplicity, and efficiency. Despite the advances, existing studies have yet to delve thoroughly into fine-grained r…
cs.CV2024
Micro-Expression Recognition by Motion Feature Extraction based on Pre-training
Ruolin Li, Lu Wang, Tingting Yang +4
Micro-expressions (MEs) are spontaneous, unconscious facial expressions that have promising applications in various fields such as psychotherapy and national security. Thus, micro-…