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MemFlow: A Lightweight Forward Memorizing Framework for Quick Domain Adaptive Feature Mapping

Paper Link: [CVPR2026] [PDF]

Framework

image-20241231105153365

MemFlow includes the memory storage and the memory retrieval stages compared with brains

Requirements

  • python >= 3.6.8
  • pytorch >=1.1.0
  • torchvision >= 0.3.0
  • numpy, scipy, sklearn, PIL, argparse

DAMap Trainning

Example：Finetune model on the Office31 dataset

python test_models.py --dataset office --model memflow