林孙旗 | 个人主页 https://cwang-nbu.github.io/zh/authors/2022_sq_lin/ 林孙旗 Hugo 0.163.3zhTue, 24 Sep 2024 00:00:00 +0000 https://cwang-nbu.github.io/zh/authors/2022_sq_lin/avatar_hu_f4c59cd9b455b2d9.jpg 林孙旗 https://cwang-nbu.github.io/zh/authors/2022_sq_lin/ 林孙旗 https://cwang-nbu.github.io/zh/authors/2022_sq_lin/ Tue, 24 Sep 2024 00:00:00 +0000 https://cwang-nbu.github.io/zh/authors/2022_sq_lin/ <p><strong>科研经历：</strong></p> <p>知识蒸馏</p> <p>● 针对视觉Transformer蒸馏CNNs的中间表征差距与软标签分布差距，我们提出了基于教师协作的特征重配置与软标签校正方法，有效提高视觉Transformer与CNNs间跨架构蒸馏的效率。</p> <p>相关论文《DISTILL VISION TRANSFORMERS TO CNNS VIA TEACHER COLLABORATION》 已被 IEEE International Conference on Acoustics, Speech and Signal Processing 2024 (ICASSP 2024, CCF B) 接收。</p> <p>● 面向掌纹掌静脉识别网络，设计了一种轻量化的非对称的双模态融合方法。</p> <p>相关论文《面向掌纹掌静脉识别网络轻量化的非对称双模态融合方法》 已被 智能系统学报(北大核心) 接收。</p> Restructuring the Teacher and Student in Self-Distillation https://cwang-nbu.github.io/zh/publication/journal-article-tip2024/ Tue, 24 Sep 2024 00:00:00 +0000 https://cwang-nbu.github.io/zh/publication/journal-article-tip2024/ Feature Reconstruction with Disruption for Unsupervised Video Anomaly Detection https://cwang-nbu.github.io/zh/publication/journal-article-tmm2024/ Mon, 27 May 2024 00:00:00 +0000 https://cwang-nbu.github.io/zh/publication/journal-article-tmm2024/