arrow
Return

ShiftKD: Benchmarking knowledge distillation under distribution shift

delete2025-07-08
delete0
PRE
AI
S
Songming Zhang
Y
Yuxiao Luo
Z
Ziyu Lyu
X
Xiaofeng Chen
DOI:10.1016/j.neunet.2025.107838delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• SHIFTKD: First Distribution Shift-Aware Knowledge Distillation Benchmark. • Systematic Evaluation of 30+ SOTA Methods. • Fine-grained Impact Analysis Across Shifted Domains and Conditions.
Keywords:
distribution shift
knowledge distillation
benchmark
fine-grained analysis
domain adaptation

Journal

Neural Networks cover
Neural Networks
IF:
6.3
Papers:
7.8K
Citations:
3.0W

Organization

C
Chongqing Jiaotong University
Scholars:
6.5K
Papers: 4.3K
Citations: 94
T
The Hong Kong Polytechnic University
Scholars:
5.1K
Papers: 3.0K
Citations: 17