3 papers
cs.LG2024
Efficient and Robust Knowledge Distillation from A Stronger Teacher Based on Correlation Matching
Wenqi Niu, Yingchao Wang, Guohui Cai +1
Knowledge Distillation (KD) has emerged as a pivotal technique for neural network compression and performance enhancement. Most KD methods aim to transfer dark knowledge from a cum…
eess.IV2024
Medical Artificial Intelligence for Early Detection of Lung Cancer: A Survey
Guohui Cai, Ying Cai, Zeyu Zhang +5
Lung cancer remains one of the leading causes of morbidity and mortality worldwide, making early diagnosis critical for improving therapeutic outcomes and patient prognosis. Comput…
eess.IV2024
MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule
Guohui Cai, Ruicheng Zhang, Hongyang He +8
Pulmonary nodules are critical indicators for the early diagnosis of lung cancer, making their detection essential for timely treatment. However, traditional CT imaging methods suf…