Fa-De-Re Distillaiton Article Research
Research on Fa-De-Re Distillation Methods and Diffusion Model Control
• 1 min read
Scientific ResearchFa-De-ReDistillation
蒸馏方法
HCD: 蒸馏框架 - 异构互补蒸馏
- Title: Heterogeneous Complementary Distillation
- Date: 2025-11-14
- Accepted by AAAI 2026
- OpenSource Link: None
鉴于教师模型和学生模型未必是同构的，可以借鉴这个蒸馏思路，但借鉴程度有限（没开源）。
UHKD: 蒸馏框架 - 利用频域中的中间特征进行跨架构迁移
- Title: UHKD: A Unified Framework for Heterogeneous Knowledge Distillation via Frequency-Domain Representations
- Date: 2025-11-14
- None
- OpenSource Link: None
CKDSNN: 显著性缩放激活图蒸馏（SAMD）
- Title: A Closer Look at Knowledge Distillation in Spiking Neural Network Training
- Date: 2025-11-14
- Accepted by AAAI 2026
- OpenSource Link: CKDSNN
NegoCollab: 一种对齐方法
- Title: NegoCollab: A Common Representation Negotiation Approach for Heterogeneous Collaborative Perception
- Date: 2025-10-31
- Accepted by NeurIPS 2025
- OpenSource Link: NegoCollab