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Transfer_Learning_and_Domain_Adaptation.md

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Transfer Learning and Domain Adaptation

  • Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting [paper]
  • [FSC] Focus on Semantic Consistency for Cross-domain Crowd Understanding (ICASSP) [paper]
  • [FSSA] Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning (WACV) [paper]
  • Domain-adaptive Crowd Counting via Inter-domain Features Segregation and Gaussian-prior Reconstruction [paper]
  • Feature-aware Adaptation and Structured Density Alignment for Crowd Counting in Video Surveillance [paper]
  • [OSSS] One-Shot Scene-Specific Crowd Counting (BMVC) [paper]
  • [CODA] CODA: Counting Objects via Scale-aware Adversarial Density Adaption (ICME) [paper][code]
  • [CCWld, SFCN] Learning from Synthetic Data for Crowd Counting in the Wild (CVPR2019) [paper] [Project] [arxiv]
  • Crowd Counting with Density Adaption Networks [paper]