Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos
Computer Vision and Pattern Recognition(2021)
Key words
Ego-Exo,visual representations,first-person videos,pre-training egocentric video models,third-person video datasets,purely egocentric data,low dataset scale,domain mismatch,latent signals,egocentric-specific properties,knowledge distillation losses,pre-training results,third-person video data,capture salient egocentric properties,standard video models,egocentric activity recognition,Charades-Ego
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